448 Publications
2014 | Journal Article | LibreCat-ID: 10310
@article{Strickert_Bunte_Schleif_Hüllermeier_2014, title={Correlation-based embedding of pairwise score data}, volume={141}, journal={Neurocomputing}, author={Strickert, M. and Bunte, K. and Schleif, F.- M. and Hüllermeier, Eyke}, year={2014}, pages={97–109} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10311
@article{Senge_Bösner_Dembczynski_Haasenritter_Hirsch_Donner-Banzhoff_Hüllermeier_2014, title={Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty}, volume={255}, journal={Information Sciences}, author={Senge, Robin and Bösner, S. and Dembczynski, K. and Haasenritter, J. and Hirsch, O. and Donner-Banzhoff, N. and Hüllermeier, Eyke}, year={2014}, pages={16–29} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10312
@article{Mernberger_Moog_Stork_Zauner_Maier_Hüllermeier_2014, title={Protein Sub-Cellular Localization Prediction for Special compartments via Optimized Time Series Distances}, volume={12}, number={1}, journal={J. Bioinformatics and Computational Biology}, author={Mernberger, M. and Moog, M. and Stork, S. and Zauner, S. and Maier, U.G. and Hüllermeier, Eyke}, year={2014} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10313
@article{Calders_Esposito_Hüllermeier_Meo_2014, title={Guest editors`introduction:special issue of the ECML/PKDD 2014 journal track}, volume={97}, number={1–2}, journal={Machine Learning}, author={Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R.}, year={2014}, pages={1–3} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10314
@article{Busa-Fekete_Szörényi_Weng_Cheng_Hüllermeier_2014, title={Preference-Based Reinforcement Learning: evolutionary direct policy search using a preference-based racing algorithm}, volume={97}, number={3}, journal={Machine Learning}, author={Busa-Fekete, Robert and Szörényi, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke}, year={2014}, pages={327–351} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10315
@article{Montanés_Senge_Barranquero_Quevedo_Del Coz_Hüllermeier_2014, title={Dependent binary relevance models for multi-label classification}, volume={47}, number={3}, journal={Pattern Recognition}, author={Montanés, E. and Senge, Robin and Barranquero, J. and Quevedo, J.R. and Del Coz, J.J. and Hüllermeier, Eyke}, year={2014}, pages={1494–1508} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10316
@article{Krempl_Zliobaite_Brzezinski_Hüllermeier_Last_Lemaire_Noack_Shaker_Sievi_Spiliopoulou_et al._2014, title={Open challenges for data stream mining research}, volume={16}, number={1}, journal={SIGKDD Explorations}, author={Krempl, G. and Zliobaite, I. and Brzezinski, D. and Hüllermeier, Eyke and Last, M. and Lemaire, V. and Noack, T. and Shaker, Ammar and Sievi, S. and Spiliopoulou, M. and et al.}, year={2014}, pages={1–10} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10317
@article{Krotzky_Fober_Hüllermeier_Klebe_2014, title={Extended Graph-Based Models for Enhanced Similarity Search in Cavbase}, volume={11}, number={5}, journal={IEEE/ACM Trans. Comput. Biology Bioinform.}, author={Krotzky, T. and Fober, T. and Hüllermeier, Eyke and Klebe, G.}, year={2014}, pages={878–890} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10318
@article{Stock_Fober_Hüllermeier_Glinca_Klebe_Pahikkala_Airola_De Baets_Wageman_2014, title={Identification of Functionally Releated Enzymes by Learning to Rank Methods}, volume={11}, number={6}, journal={IEEE/ACM Trans. Comput. Biology Bioinform.}, author={Stock, M. and Fober, T. and Hüllermeier, Eyke and Glinca, S and Klebe, G. and Pahikkala, T. and Airola, A. and De Baets, B. and Wageman, W.}, year={2014}, pages={1157–1169} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15752
@inproceedings{Cheng_Henzgen_Hüllermeier_2013, title={Labelwise versus pairwise decomposition in label ranking}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany}, author={Cheng, W. and Henzgen, S. and Hüllermeier, Eyke}, year={2013}, pages={129–136} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15753
@inproceedings{Senge_del Coz_Hüllermeier_2013, title={Rectifying classifier chains for multi-label classification, Bamberg, Germany}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany}, author={Senge, Robin and del Coz, J. and Hüllermeier, Eyke}, year={2013}, pages={151–158} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15755
@inproceedings{Busa-Fekete_Fober_Hüllermeier_2013, title={Preference-based evolutionary optimization using generalized racing algorithms}, booktitle={in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Busa-Fekete, Robert and Fober, T. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2013}, pages={237–246} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15756
@inproceedings{Henzgen_Hüllermeier_2013, title={Weighted rank correlation measures based on fuzzy order relations}, booktitle={in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Henzgen, S. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2013}, pages={227–236} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15757
@inproceedings{Weng_Busa-Fekete_Hüllermeier_2013, title={Interactive Q-learning with ordinal rewards and unreliable tutor}, booktitle={In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague}, author={Weng, P. and Busa-Fekete, Robert and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15758
@inproceedings{Busa-Fekete_Szörenyi_Weng_Hüllermeier_2013, title={Preference-based evolutionary direct policy search}, booktitle={In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague}, author={Busa-Fekete, Robert and Szörenyi, B. and Weng, P. and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15759
@inproceedings{Cheng_Hüllermeier_2013, title={A nearest neigbor approach to label ranking based on generalized labelwise loss minimization}, booktitle={In Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China}, author={Cheng, W. and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15760
@inproceedings{Shaker_Hüllermeier_2013, title={Event history analysis on data streams: An application to earthquake occurence}, booktitle={In Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges for Data Stream Mining, Prague, Czech Republic}, author={Shaker, Ammar and Hüllermeier, Eyke}, editor={Krempl, G. and Zliobaite, I. and Wang, Y. and Forman, G.Editors}, year={2013}, pages={38–41} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15761
@inproceedings{Senge_del Coz_Hüllermeier_2013, title={On the problem of error propagation in classier chains for multi-label classification. Data Analysis, Machine Learning and Knowledge Discovery}, booktitle={In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany }, publisher={Springer}, author={Senge, Robin and del Coz, J.J. and Hüllermeier, Eyke}, editor={Schmidt-Thieme, L. and Spiliopoulou, M.Editors}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15763
@inproceedings{Fober_Klebe_Hüllermeier_2013, title={Local clique merging: An extension of the maximum common subgraph measure with applications in structural bioinformatics, Algorithms from and for Nature and Life}, booktitle={In Proceedings GFKL-2011, Conference of the German Classification Society, Frankfurt Germany}, publisher={Springer}, author={Fober, T. and Klebe, G. and Hüllermeier, Eyke}, editor={Lausen, B. and Van den Poel, D. and Ultsch, A.Editors}, year={2013}, pages={279–286} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15112
@inproceedings{Fallah Tehrani_Hüllermeier_2013, title={Ordinal Choquistic regression }, booktitle={in Proceedings EUSFLAT-2013 8th International Conference on the European Society for Fuzzy Logic and Technology, Milano, Italy}, publisher={Atlantis Press}, author={Fallah Tehrani, A. and Hüllermeier, Eyke}, editor={Montero, J. and Pasi, G. and Ciucci, D.Editors}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15113
@inproceedings{Nasiri_Fober_Senge_Hüllermeier_2013, title={Fuzzy Pattern Trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada}, booktitle={in Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association, Edmonton, Canada}, author={Nasiri, N. and Fober, T. and Senge, Robin and Hüllermeier, Eyke}, year={2013}, pages={715–721} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16044
@article{Heider_Senge_Cheng_Hüllermeier_2013, title={Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistence prediction}, volume={29}, number={16}, journal={Bioinformatics}, author={Heider, D. and Senge, Robin and Cheng, W. and Hüllermeier, Eyke}, year={2013}, pages={1946–1952} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16081
@article{Bösner_Bönisch_Haasenritter _Schlegel_Hüllermeier_Donner-Banzhoff_2013, title={Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients? A cross sectional study. }, volume={14}, number={1}, journal={BMC Family Practice}, author={Bösner, S. and Bönisch, K. and Haasenritter , J. and Schlegel, P. and Hüllermeier, Eyke and Donner-Banzhoff, N.}, year={2013}, pages={154–162} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16086
@article{Haasenritter_Viniol_Becker_Bösner_Hüllermeier_Senge_Donner-Banzhoff_2013, title={Diagnose im Kontext - eine erweiterte Perspektive}, volume={107}, journal={Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen (ZEFQ)}, author={Haasenritter, J. and Viniol, A. and Becker, A. and Bösner, S. and Hüllermeier, Eyke and Senge, Robin and Donner-Banzhoff, N.}, year={2013}, pages={585–591} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16123
@article{Shaker_Senge_Hüllermeier_2013, title={Evolving fuzzy pattern trees for binary classification on data streams}, volume={220}, journal={Information Sciences}, author={Shaker, A. and Senge, R. and Hüllermeier, Eyke}, year={2013}, pages={34–45} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13115
@inproceedings{Szarvas_Busa-Fekete_Hüllermeier_2013, title={Learning to rank lexical substitutions}, booktitle={In Proceedings EMNLP-2013 Conference on Empirical Methods in Natural Language Processing, Seattle, USA}, author={Szarvas, G. and Busa-Fekete, Robert and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13116
@inproceedings{Dembczynski_Jachnik_Kotlowski_Waegeman_Hüllermeier_2013, title={Optimizing the F-measure in multi-label classification: Plug-in rule approach versus structured loss minimization}, booktitle={in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA}, author={Dembczynski, K. and Jachnik, A. and Kotlowski, W. and Waegeman, W. and Hüllermeier, Eyke}, editor={Dasgupta, S. and McAllester, D.Editors}, year={2013}, pages={1130–1138} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13117
@inproceedings{Busa-Fekete_Szoreny_Weng_Cheng_Hüllermeier_2013, title={Top-k selection based on adaptive sampling of noisy preferences}, booktitle={in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA}, author={Busa-Fekete, Robert and Szoreny, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke}, editor={Dasgupta, S. and McAllester, D.Editors}, year={2013}, pages={1094–1102} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13118
@inproceedings{Hüllermeier_Cheng_2013, title={Preference-based CBR: General ideas and basic principles}, booktitle={in Proceedings IJCAI-13, 23rd international Joint Conference on Artificial Intelligence, Beijing, China}, publisher={AAAI Press}, author={Hüllermeier, Eyke and Cheng, W.}, editor={Rossi, F.Editor}, year={2013}, pages={3012–3016} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13119
@inproceedings{Henzgen_Strickert_Hüllermeier_2013, title={Rule chains for visualizing evolving fuzzy rule-based systems}, booktitle={in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland}, publisher={Springer}, author={Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke}, editor={Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, M. and Zolnierek, A.Editors}, year={2013}, pages={279–288} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13190
@inproceedings{Shaker_Hüllermeier_2013, title={Recovery analysis for adaptive learning from non-stationary data streams}, booktitle={in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland}, publisher={Springer}, author={Shaker, Ammar and Hüllermeier, Eyke}, editor={Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, W. and Zolnierek, A.Editors}, year={2013}, pages={289–298} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 15299
@inproceedings{Leinweber_Baumgärtner_Mernberger_Fober_Hüllermeier_Klebe_Freisleben_2012, title={GPU-based cloud computing for comparing the structure of protein binding sites}, booktitle={in Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione d`Italia, Italy}, author={Leinweber, M. and Baumgärtner, L. and Mernberger, M. and Fober, T. and Hüllermeier, Eyke and Klebe, G. and Freisleben, B.}, year={2012} }
LibreCat
2012 | Book Chapter | LibreCat-ID: 15396
@inbook{Hüllermeier_Fallah Tehrani_2012, series={Studies in Computational Intelligence}, title={Efficient learning of classifiers based on the 2-additive Choquet integral}, booktitle={Computational Intelligence in Intelligent Data Analysis}, publisher={Springer}, author={Hüllermeier, Eyke and Fallah Tehrani, A.}, editor={Moewes, C. and Nürnberger, A.Editors}, year={2012}, pages={17–30}, collection={Studies in Computational Intelligence} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 15754
@inproceedings{Bräuning_Hüllermeier_2012, title={Learning conditional lexicographic preference trees}, booktitle={In Workshops on Preference Learning at ECAI, European Conference on Artiticial intelligence, Montpellier, France}, author={Bräuning, M. and Hüllermeier, Eyke}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 15114
@inproceedings{Hüllermeier_Fallah Tehrani_2012, title={On the VC dimension of the Choquet integral}, booktitle={In Proceedings IPMU-2012 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Catania, Italy}, author={Hüllermeier, Eyke and Fallah Tehrani, A.}, year={2012} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16084
@article{Fallah Tehrani_Cheng_Dembczynski_Hüllermeier_2012, title={Learning monotone nonlinear models using the Choquet integral}, volume={89}, number={1}, journal={Machine Learning}, author={Fallah Tehrani, A. and Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, year={2012}, pages={183–211} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16085
@article{Bustince_Pagola_Mesiar_Hüllermeier_Herrera_2012, title={Grouping, overlap and generalized bientropic functions for fuzzy modeling of pairwise comparisons}, volume={20}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Bustince, H. and Pagola, M. and Mesiar, R. and Hüllermeier, Eyke and Herrera, F.}, year={2012}, pages={405–415} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16087
@article{Fürnkranz_Hüllermeier_Cheng_Park_2012, title={Preference-based reinforcement learning: A formal framework and a policy iteration algorithm}, volume={89}, number={1}, journal={Machine Learning}, author={Fürnkranz, J. and Hüllermeier, Eyke and Cheng, W. and Park, S.H.}, year={2012}, pages={123–156} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16088
@article{Dembczynski_Waegeman_Cheng_Hüllermeier_2012, title={On label dependence and loss minimization in multi-label classification}, volume={88}, number={1–2}, journal={Machine Learning}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2012}, pages={5–45} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16089
@article{Shaker_Hüllermeier_2012, title={IBL Streams: A system for instance-based classification and regression on data streams}, volume={3}, number={4}, journal={Evolving Systems}, author={Shaker, Ammar and Hüllermeier, Eyke}, year={2012}, pages={235–249} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16090
@article{Dolorez Ruiz_Hüllermeier_2012, title={A formal and empirical analysis of the fuzzy gamma rank correlation coefficient}, volume={206}, journal={Information Sciences}, author={Dolorez Ruiz, M. and Hüllermeier, Eyke}, year={2012}, pages={1–17} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16091
@article{Fallah Tehrani_Cheng_Hüllermeier_2012, title={Preference learning using the Choquet integral: The case of multipartite ranking}, volume={20}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, author={Fallah Tehrani, A. and Cheng, W. and Hüllermeier, Eyke}, year={2012}, pages={1102–1113} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16092
@article{Fober_Mernberger_Klebe_Hüllermeier_2012, title={Fingerprint kernels for protein structure comparison}, volume={31}, number={6–7}, journal={Molecular Informatics}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2012}, pages={443–452} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16093
@article{Hüllermeier_Rifqi_Henzgen_Senge_2012, title={Comparing fuzzy partitions: A generalization of the Rand index and related measures}, volume={20}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Rifqi, M. and Henzgen, Sascha and Senge, Robin}, year={2012}, pages={546–556} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16094
@article{Senge_Fober_Nasiri_Hüllermeier_2012, title={Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung}, volume={60}, number={10}, journal={At-Atomatisierungstechnik}, author={Senge, Robin and Fober, T. and Nasiri, N. and Hüllermeier, Eyke}, year={2012}, pages={622–629} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13120
@inproceedings{Cheng_Hüllermeier_Waegeman_Welker_2012, title={Label ranking with partial abstention based on thresholded probalistic models}, booktitle={In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA}, author={Cheng, W. and Hüllermeier, Eyke and Waegeman, W. and Welker, V.}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13191
@inproceedings{Cheng_Hüllermeier_2012, title={Probability estimation for mulit-class classification based on label ranking}, booktitle={Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK}, author={Cheng, W. and Hüllermeier, Eyke}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13192
@inproceedings{Dembczynski_Kotlowski_Hüllermeier_2012, title={Consistent multilabel ranking through univariate loss minimization}, booktitle={in Proceedings ICML-2012, International Conference on Machine Learning, Edinburgh, Scotland}, author={Dembczynski, K. and Kotlowski, W. and Hüllermeier, Eyke}, editor={Langford, J. and Pineau, J.Editors}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13193
@inproceedings{Dembczynski_Waegeman_Hüllermeier_2012, title={An analysis of chaining in multi-label classification}, booktitle={In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France }, publisher={IOS Press}, author={Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}, year={2012}, pages={294–299} }
LibreCat
2012 | Book Chapter | LibreCat-ID: 10153
@inbook{Hüllermeier_2012, series={Studies in Fuzziness and Soft Computing}, title={Fuzzy rules in data mining: From fuzzy associations to gradual dependencies}, volume={271}, booktitle={Combining Experimentation and Theory}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Trillas, E. and Bonissone, P.P. and Magdalena, L. and Kacprzyk, J.Editors}, year={2012}, pages={123–135}, collection={Studies in Fuzziness and Soft Computing} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15762
@inproceedings{Dembczynski_Waegeman_Hüllermeier_2011, title={Joint mode estimation in multi-label classification by chaining}, booktitle={In Proceedings ECML Workshop on Collective inference and Learning on Structured Data, Athens, Greece}, author={Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15764
@inproceedings{Mernberger_Moog_Stork_Zauner_Maier_Hüllermeier_2011, title={Prediction of protein localization for specialized compartments using time series kernels}, booktitle={In Proceedings GCB-2011 German Conference on Bioinformatics Munich, Germany}, author={Mernberger, M. and Moog, D. and Stork, S. and Zauner, S. and Maier, U. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15115
@inproceedings{Nasiri_Hüllermeier_Senge_Lughofer_2011, title={Comparing methods for knowledge-driven and data-driven fuzzy modeling: A case study in textile industry}, booktitle={in Proceedings IFSA-2011 World Congress of the International Fuzzy Systems Association, Surabaya and Bali Island, Indonesia}, author={Nasiri, M. and Hüllermeier, Eyke and Senge, Robin and Lughofer, E.}, year={2011}, pages={RW-103-1-6} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15116
@inproceedings{Lughofer_Hüllermeier_2011, title={On-line redundancy deletion in evolving fuzzy regression models using a fuzzy inclusion measure}, booktitle={in Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-les-Bains, France}, author={Lughofer, E. and Hüllermeier, Eyke}, editor={Galichet, S. and Montero, J. and Mauris, G.Editors}, year={2011}, pages={380–387} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15117
@inproceedings{Fallah Tehrani_Cheng_Hüllermeier_2011, title={Choquistic regression: Generalizing logistic regression using the Choquet integral}, booktitle={in Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-les-Bains, France}, author={Fallah Tehrani, A. and Cheng, W. and Hüllermeier, Eyke}, year={2011}, pages={868–875} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16119
@article{Hirsch_Bösner_Hüllermeier_Senge_Dembczynski_Donner-Banzhoff_2011, title={Multivariate modeling to identify patterns in clinical data: The example of chest pain}, volume={11}, number={155}, journal={BMC Medical Research Methodology}, author={Hirsch, O. and Bösner, S. and Hüllermeier, Eyke and Senge, R. and Dembczynski, K. and Donner-Banzhoff, N.}, year={2011} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16126
@article{Domshlak_Hüllermeier_Kaci_Prade_2011, title={Preferences in AL: An overview}, volume={175}, number={7–8}, journal={Artificial Intelligence}, author={Domshlak, C. and Hüllermeier, Eyke and Kaci, S. and Prade, H.}, year={2011}, pages={1037–1052} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16147
@article{Hüllermeier_2011, title={Fuzzy machine learning and data mining}, volume={1}, number={4}, journal={WIREs Data Mining and Knowledge Discovery}, author={Hüllermeier, Eyke}, year={2011}, pages={269–283} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16148
@article{Mernberger_Klebe_Hüllermeier_2011, title={SEGA: Semi-global graph alignment for structure-based protein comparison}, volume={8}, number={5}, journal={IEEE/ACM Transactions of Computational Biology and Bioinformatics}, author={Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2011}, pages={1330–1343} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16149
@article{Fober_Glinca_Klebe_Hüllermeier_2011, title={Superposition and alignment of labeled point clouds}, volume={8}, number={6}, journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics}, author={Fober, T. and Glinca, S. and Klebe, G. and Hüllermeier, Eyke}, year={2011}, pages={1653–1666} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16150
@article{Hüllermeier_2011, title={Fuzzy sets in machine learning and data mining}, journal={Applied Soft Computing Journal}, author={Hüllermeier, Eyke}, year={2011}, pages={1493–1505} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16153
@article{Senge_Hüllermeier_2011, title={Top-down induction of fuzzy pattern trees}, volume={19}, number={2}, journal={IEEE Transactions on Fuzzy Systems}, author={Senge, Robin and Hüllermeier, Eyke}, year={2011}, pages={241–252} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13194
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2011, title={An exact algorithm for F-measure maximization}, booktitle={In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13195
@inproceedings{Cheng_Fuernkranz_Hüllermeier_Park_2011, title={Preference-based policy iteration: Leveraging preference learning for reinforcement learning}, booktitle={Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, }, author={Cheng, W. and Fuernkranz, J. and Hüllermeier, Eyke and Park, S.H.}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13196
@inproceedings{Fürnkranz_Hüllermeier_2011, title={Learning from label preferences}, booktitle={in Proceedings DS-2011, 14th International Conference on Discovery Science, number 6926 in LNAI}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, editor={Elomaa, T. and Hollmen, J. and Mannila, H.Editors}, year={2011}, pages={2–17} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13197
@inproceedings{Fallah Tehrani_Cheng_Dembczynski_Hüllermeier_2011, title={Learning monotone nonlinear models using the Choquet integral}, booktitle={In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece,}, author={Fallah Tehrani, A. and Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13198
@inproceedings{Hüllermeier_Schlegel_2011, title={Preference-based CBR: First steps toward a methodological framework}, booktitle={In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, number 6880 in LNAI}, publisher={Springer}, author={Hüllermeier, Eyke and Schlegel, P.}, editor={Ram, A. and Wiratunga, N.Editors}, year={2011}, pages={77–91} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13588
@inproceedings{Kotlowski_Dembczynski_Hüllermeier_2011, title={Bipartite ranking through minimization of univariate loss}, booktitle={in Proceedings ICML-2011, 28th International Conference on Machine Learning, Washington, USA}, author={Kotlowski, W. and Dembczynski, K. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2010 | Book Chapter | LibreCat-ID: 15297
@inbook{Hüllermeier_Hühn_2010, series={Studies in Computational Intelligence}, title={An Analysis of the FURIA algorithm for fuzzy rule induction}, volume={262}, booktitle={Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski}, publisher={Springer}, author={Hüllermeier, Eyke and Hühn, J.}, editor={Koronacki, J. and Ras, Z.W. and Wierzchon, S.T. and Kacprzyk, J.Editors}, year={2010}, pages={321–344}, collection={Studies in Computational Intelligence} }
LibreCat
2010 | Book Chapter | LibreCat-ID: 15298
@inbook{Fürnkranz_Hüllermeier_2010, title={Preference Learning: An Introduction}, booktitle={Preference Learning}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Hüllermeier, EykeEditors}, year={2010}, pages={1–18} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15765
@inproceedings{Fober_Mernberger_Klebe_Hüllermeier_2010, title={Efficient similarity retrieval for protein binding sites based on histogram comparison}, booktitle={In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2010}, pages={51–60} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15772
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2010, title={On label dependence in multi-label classification}, booktitle={In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15118
@inproceedings{Fober_Hüllermeier_2010, title={Similarity measures for protein structures based on fuzzy histogram comparison}, booktitle={in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}, author={Fober, T. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15119
@inproceedings{Senge_Hüllermeier_2010, title={Pattern trees for regression and fuzzy systems modeling}, booktitle={in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}, author={Senge, Robin and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Journal Article | LibreCat-ID: 16121
@article{Pfeffer_Fober_Hüllermeier_Klebe_2010, title={GARLig: A fully automated tool for subset selection of large fragment spaces via a self-adaptive genetic algorithm}, volume={50}, number={9}, journal={Journal of Chemical Information and Modeling}, author={Pfeffer, P. and Fober, T. and Hüllermeier, Eyke and Klebe, G.}, year={2010}, pages={1644–1659} }
LibreCat
2010 | Journal Article | LibreCat-ID: 16151
@article{Hüllermeier_Vanderlooy_2010, title={Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting}, volume={43}, number={1}, journal={Pattern Recognition}, author={Hüllermeier, Eyke and Vanderlooy, S.}, year={2010}, pages={128–142} }
LibreCat
2010 | Journal Article | LibreCat-ID: 16152
@article{Hüllermeier_Fürnkranz_2010, title={On predictive accuracy and risk minimization in pairwise label ranking}, volume={76}, number={1}, journal={Journal of Computer and System Sciences}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2010}, pages={49–62} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13589
@inproceedings{Dembczynski_Cheng_Hüllermeier_2010, title={Bayes optimal multilabel classification via probalistic classifier chains}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Dembczynski, K. and Cheng, W. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010}, pages={279–286} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13590
@inproceedings{Cheng_Dembczynski_Hüllermeier_2010, title={Label ranking based on the Plackett-Luce model}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010}, pages={215–222} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13591
@inproceedings{Cheng_Dembczynski_Hüllermeier_2010, title={Graded multi-label classification: The ordinal case}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13593
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2010, title={Regret analysis for performance metrics in multi-label classification: The case of Hamming and subset zero-one loss}, booktitle={In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13594
@inproceedings{Cheng_Rademaker_De Beats_Hüllermeier_2010, title={Predicting partial orders: Ranking with abstention}, booktitle={In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}, author={Cheng, W. and Rademaker, M. and De Beats, B. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13597
@inproceedings{Hüllermeier_2010, title={Uncertainty in clustering and classification }, volume={6379}, number={LNCS}, booktitle={in Proceedings SUM 2010, International Conference on Scalable Uncertainty Management }, publisher={Springer}, author={Hüllermeier, Eyke}, year={2010}, pages={16–19} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15773
@inproceedings{Cheng_Hüllermeier_2009, title={A simple instance-based approach to multilabel classification using the Mallows model}, booktitle={In Proceedings MLD-2009 1st International Workshop on Learning from Multi-Label Data, Bled, Slovenia}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={28–38} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15774
@inproceedings{Senge_Hüllermeier_2009, title={Learning pattern tree classifiers using a co-evolutionary algorithm}, booktitle={in Proceedings 19th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Senge, Robin and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2009}, pages={22–33} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15775
@inproceedings{Fober_Mernberger_Moritz_Hüllermeier_2009, title={Graph-kernels for the comparative analysis of protein active sites}, booktitle={In Proceedings GCB-2009 German Conference on Bioinformatics Halle (Saale), Germany}, author={Fober, T. and Mernberger, M. and Moritz, R. and Hüllermeier, Eyke}, editor={Grosse, I. and Neumann, S. and Posch, S. and Schreiber, F. and Stadler, P..Editors}, year={2009}, pages={21–31} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15776
@inproceedings{Senge_Hüllermeier_2009, title={Learning pattern tree classifiers using a co-evolutionary algorithm}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany}, author={Senge, Robin and Hüllermeier, Eyke}, year={2009}, pages={105–110} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15778
@inproceedings{Fober_Mernberger_Melnikov_Moritz_Hüllermeier_2009, title={Extension and empirical comparison of graph-kernels for the analysis of protein active sites}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany}, author={Fober, T. and Mernberger, M. and Melnikov, Vitaly and Moritz, R. and Hüllermeier, Eyke}, year={2009}, pages={30–36} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15120
@inproceedings{Fober_Klebe_Hüllermeier_2009, title={Efficient construction of multiple geometrical alignments for the comparison of protein binding sites}, booktitle={in Proceedings ISDA-2009, 9th international Conference on Intelligent Systems Design and Applications, Pisa, Italy}, author={Fober, T. and Klebe, G. and Hüllermeier, Eyke}, year={2009}, pages={1251–1256} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15194
@inproceedings{Boukhris_Elouedi_Fober_Mernberger_Hüllermeier_2009, title={Similarity analysis of protein binding sites: A generalization of the maximum common subgraph measure based on quasi-clique detection}, booktitle={In Proceedings IDA-2009, 9th International Symposium on Intelligent Data Analysis, Pisa / Italy}, author={Boukhris, I. and Elouedi, Z. and Fober, T. and Mernberger, M. and Hüllermeier, Eyke}, year={2009}, pages={1245–1250} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15195
@inproceedings{Fober_Hüllermeier_2009, title={Fuzzy modeling of labeled point cloud superposition for the comparison of protein binding sites}, booktitle={in Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal}, author={Fober, T. and Hüllermeier, Eyke}, year={2009}, pages={1299–1304} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15196
@inproceedings{Hüllermeier_Rifqi_2009, title={A fuzzy variant of the Rand index for comparing clustering structures}, booktitle={in Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal}, author={Hüllermeier, Eyke and Rifqi, M.}, year={2009}, pages={1294–1298} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16154
@article{Weskamp_Hüllermeier_Klebe_2009, title={Merging chemical and biological space: Structural mapping of enzyme binding pocket space}, volume={76}, number={2}, journal={Proteins}, author={Weskamp, N. and Hüllermeier, Eyke and Klebe, G.}, year={2009}, pages={317–330} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16158
@article{Hühn_Hüllermeier_2009, title={FURIA: An Algorithm for unordered fuzzy rule induction}, volume={19}, journal={Data Mining and Knowledge Discovery }, author={Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={293–319} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16159
@article{Hüllermeier_Vanderlooy_2009, title={Why fuzzy decision trees are good rankers}, volume={17}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Vanderlooy, S.}, year={2009}, pages={1233–1244} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16160
@article{Cheng_Hüllermeier_2009, title={Combining instance-based learning and logistic regression for multilabel classification}, volume={76}, number={2–3}, journal={Machine Learning}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={211–225} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16161
@article{Yi_Fober_Hüllermeier_2009, title={Fuzzy operator trees for modeling rating functions}, volume={8}, number={4}, journal={International Journal of Computational Intelligence and Applications}, author={Yi, Y. and Fober, T. and Hüllermeier, Eyke}, year={2009}, pages={413–428} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16162
@article{Fober_Mernberger_Klebe_Hüllermeier_2009, title={Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules}, volume={25}, number={16}, journal={Bioinformatics}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2009}, pages={2110–2117} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16163
@article{Hühn_Hüllermeier_2009, title={FR3: A fuzzy rule learner for inducing reliable classifiers}, volume={17}, number={1}, journal={IEEE Transactions on Fuzzy Systems}, author={Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={138–149} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16165
@article{Hüllermeier_Vladimirskiy_Prados Suarez_Stauch_2009, title={Supporting case-based retrieval by similarity skylines: Basic concepts and extensions}, volume={1}, number={09}, journal={Künstliche Intelligenz}, author={Hüllermeier, Eyke and Vladimirskiy, I. and Prados Suarez, B. and Stauch, E.}, year={2009}, pages={24–29} }
LibreCat
2009 | Book Chapter | LibreCat-ID: 10188
@inbook{Hüllermeier_2009, title={On the usefulness of fuzzy sets in data mining}, booktitle={Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Seising, R.Editor}, year={2009}, pages={457–470} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
@inproceedings{Cheng_Hühn_Hüllermeier_2009, title={Decision tree and instance-based learning for label ranking}, booktitle={in Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada}, author={Cheng, W. and Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={161–168} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
@inproceedings{Fürnkranz_Hüllermeier_Vanderlooy_2009, title={Binary decomposition methods for multipartite ranking}, booktitle={In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia}, author={Fürnkranz, J. and Hüllermeier, Eyke and Vanderlooy, S.}, year={2009} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 13598
@inproceedings{Cheng_Hüllermeier_2009, title={A new instance-based label ranking approach using the Mallows model. In Advances in Neural Networks}, number={LNCS 5551}, booktitle={in Proceedings 6th International Symposium on Neural Networks, Wuhan, China}, publisher={Springer}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={707–716} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
@inproceedings{Hüllermeier_Vanderlooy_2008, title={Weighted voting as approximate MAP prediction in pairwise classification}, booktitle={In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany}, author={Hüllermeier, Eyke and Vanderlooy, S.}, year={2008}, pages={34–41} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
@inproceedings{Fober_Hüllermeier_Mernberger_2008, title={Evolutionary construction of multiple graph alignments for mining structured biomolecular data }, booktitle={In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany}, author={Fober, T. and Hüllermeier, Eyke and Mernberger, M.}, year={2008}, pages={27–33} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
@inproceedings{Fober_Hüllermeier_Mernberger_2008, title={Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules}, booktitle={iIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008}, author={Fober, T. and Hüllermeier, Eyke and Mernberger, M.}, editor={Beyer, A. and Schroeder, M.Editors}, year={2008}, pages={44–53} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
@article{Hühn_Hüllermeier_2008, title={Is an ordinal class structure useful in classifier learning?}, volume={1}, number={1}, journal={International Journal of Data Mining, Modeling and Management }, author={Hühn, J. and Hüllermeier, Eyke}, year={2008}, pages={45–67} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
@article{Hüllermeier_Fürnkranz_Cheng_Brinker_2008, title={Label ranking by learning pairwise preferences}, volume={172}, journal={Artificial Intelligence}, author={Hüllermeier, Eyke and Fürnkranz, J. and Cheng, W. and Brinker, K.}, year={2008}, pages={1897–1917} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16167
@article{Vanderlooy_Hüllermeier_2008, title={A critical analysis of variants of the AUC}, volume={72}, journal={Machine Learning}, author={Vanderlooy, S. and Hüllermeier, Eyke}, year={2008}, pages={247–272} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16168
@article{Fürnkranz_Hüllermeier_Mencia_Brinker_2008, title={Multilabel classification via calibrated label ranking}, volume={73}, number={2}, journal={Machine Learning}, author={Fürnkranz, J. and Hüllermeier, Eyke and Mencia, E. and Brinker, K.}, year={2008}, pages={133–153} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
@article{Hüllermeier_Brinker_2008, title={Learning valued preference structures for solving classification problems}, volume={159}, number={18}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke and Brinker, K.}, year={2008}, pages={2337–2352} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
@article{Beringer_Hüllermeier_2008, title={Case-based learning in a bipolar possibilistic framework}, volume={23}, number={10}, journal={International Journal of Intelligent Systems}, author={Beringer, J. and Hüllermeier, Eyke}, year={2008}, pages={1119–1134} }
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
@inbook{Hüllermeier_2008, title={Granular computing in machine learning and data mining}, booktitle={Handbook on Granular Computing}, publisher={John Wiley and Sons}, author={Hüllermeier, Eyke}, editor={Pedrycz, W. and Skowron, A. and Kreinovich, V.Editors}, year={2008}, pages={889–906} }
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
@inbook{Hüllermeier_2008, title={Fuzzy methods in data mining}, booktitle={Encyclopedia of Data Warehousing and Mining - Second Edition}, publisher={Idea Group, Inc.,Hershey, USA}, author={Hüllermeier, Eyke}, year={2008}, pages={907–912} }
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
@inbook{Hüllermeier_Fürnkranz_2008, series={Preferences and Similarities}, title={Learning preference models from data: On the problem of label ranking and its variants}, booktitle={Preferences and Similarities}, publisher={Springer}, author={Hüllermeier, Eyke and Fürnkranz, J.}, editor={Della Riccia, G. and Dubois, D. and Kruse, R. and Lenz, H.J.Editors}, year={2008}, pages={283–304}, collection={Preferences and Similarities} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
@inproceedings{Hüllermeier_Vladimirskiy_Prados Suarez_Stauch_2008, title={Supporting case-based retrieval by similarity skylines: Basic concepts and extensions}, number={LNAI 5239}, booktitle={in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany}, author={Hüllermeier, Eyke and Vladimirskiy, I. and Prados Suarez, B. and Stauch, E.}, editor={Althoff, K.D. and Bergmann, R. and Minor, M. and Hanft, A.Editors}, year={2008}, pages={240–254} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
@inproceedings{Cheng_Hüllermeier_2008, title={Learning similarity functions from qualitative feedback}, number={LNAI 5239}, booktitle={in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany}, publisher={Springer}, author={Cheng, W. and Hüllermeier, Eyke}, editor={Althoff, K.D. and Bergmann, R. and Minor, M. and Hanft, A.Editors}, year={2008}, pages={120–134} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
@inproceedings{Cheng_Hüllermeier_Seeger_Vladimirskiy_2007, title={Interactive ranking of skylines using machine learning techniques}, booktitle={In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany}, author={Cheng, W. and Hüllermeier, Eyke and Seeger, B. and Vladimirskiy, I.}, year={2007}, pages={141–148} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15783
@inproceedings{Fober_Hüllermeier_Mernberger_2007, title={Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules}, booktitle={in Proceedings 17th Workshop Computational Intelligence, Dortmund Germany}, author={Fober, T. and Hüllermeier, Eyke and Mernberger, M.}, editor={Mikut, R. and Reischl, M.Editors}, year={2007}, pages={1–14} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
@inproceedings{Vladimirskiy_Hüllermeier_Stauch_2007, title={Similarity search over uncertain archaeological data using a modified skyline operator}, booktitle={In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland}, author={Vladimirskiy, I. and Hüllermeier, Eyke and Stauch, E.}, editor={Wilson, D.C. and Khemani, D.Editors}, year={2007}, pages={31–40} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
@inproceedings{Hüllermeier_Fürnkranz_2007, title={On minimizing the position error in label ranking}, booktitle={In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007}, publisher={Springer}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2007} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
@inproceedings{Brinker_Hüllermeier_2007, series={LNAI}, title={Label ranking in case-based reasoning}, volume={4626}, booktitle={In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland}, publisher={Springer}, author={Brinker, K. and Hüllermeier, Eyke}, editor={Richter, M. and Weber, R.Editors}, year={2007}, pages={77–91}, collection={LNAI} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
@inproceedings{Beringer_Hüllermeier_2007, title={Efficient instance-based learning on data streams}, booktitle={In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig}, publisher={Springer}, author={Beringer, J. and Hüllermeier, Eyke}, editor={Perner, P.Editor}, year={2007}, pages={34–48} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
@inproceedings{Brinker_Hüllermeier_2007, title={Case-based multilabel ranking}, booktitle={in Proceedings IJCAI-07, 20th international Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007}, author={Brinker, K. and Hüllermeier, Eyke}, year={2007}, pages={701–707} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
@inproceedings{Hüllermeier_Brinker_2007, title={Fuzzy-relational classificaton : Combining pairwise decomposition techniques with fuzzy preference modeling}, volume={1}, booktitle={in Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic}, author={Hüllermeier, Eyke and Brinker, K.}, year={2007}, pages={353–360} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
@inproceedings{Beringer_Hüllermeier_2007, title={Adaptive optimization of the number of clusters in fuzzy clustering, London 2007}, booktitle={in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems}, author={Beringer, J. and Hüllermeier, Eyke}, year={2007} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15199
@inproceedings{Hüllermeier_Weskamp_Klebe_Kuhn_2007, title={Graph alignment: Fuzzy pattern mining for the structural analysis of protein active sites}, booktitle={in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London}, author={Hüllermeier, Eyke and Weskamp, N. and Klebe, G. and Kuhn, D.}, year={2007} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16170
@article{Hüllermeier_Yi_2007, title={In defense of fuzzy association analysis}, volume={37}, number={4}, journal={IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics}, author={Hüllermeier, Eyke and Yi, Y.}, year={2007}, pages={1039–1043} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
@article{Hüllermeier_2007, title={Credible case-based inference using similarity profiles}, volume={19}, number={5}, journal={IEEE Transactions on Knowledge and Data Engineering}, author={Hüllermeier, Eyke}, year={2007}, pages={847–858} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
@article{Beringer_Hüllermeier_2007, title={Efficient instance-based learning on data streams}, volume={11}, number={6}, journal={Intelligent Data Analysis}, author={Beringer, J. and Hüllermeier, Eyke}, year={2007}, pages={627–650} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
@article{Dubois_Hüllermeier_2007, title={Comparing probability measures using possibility theory: A notion of relative peakedness}, volume={45}, number={2}, journal={International Journal of Approximate Reasoning}, author={Dubois, D. and Hüllermeier, Eyke}, year={2007}, pages={364–385} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
@article{Weskamp_Hüllermeier_Kuhn_Klebe_2007, title={Multiple graph aligment for the structural analysis of protein active sites}, volume={4}, number={2}, journal={IEEE/ACM Transactions of Computational Biology and Bioinformatics}, author={Weskamp, N. and Hüllermeier, Eyke and Kuhn, D. and Klebe, G.}, year={2007}, pages={310–320} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
@article{Karimi_Hüllermeier_2007, title={Risk assessment for natural hazards: A new approach based on fuzzy probability}, volume={158}, number={9}, journal={Fuzzy Sets and Systems}, author={Karimi, I. and Hüllermeier, Eyke}, year={2007}, pages={987–999} }
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
@inbook{Hüllermeier_2007, title={Why fuzzy set theory is useful in data mining}, booktitle={Successes and New Directions in Data Mining}, publisher={Information Science Reference, Hershey, New York}, author={Hüllermeier, Eyke}, editor={Masseglia, F. and Poncelet, P. and Teisseire, M.Editors}, year={2007}, pages={1–16} }
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
@inbook{Beringer_Hüllermeier_2007, title={Fuzzy clustering of parallel data streams}, booktitle={Advances in Fuzzy Clustering and its Applications }, publisher={John Wiley and Sons}, author={Beringer, J. and Hüllermeier, Eyke}, editor={Valente de Oliveira, J. and Pedrycz, W.Editors}, year={2007}, pages={333–352} }
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
@inbook{Hüllermeier_2007, title={Fuzzy methods for data mining and machine learning: State of the art and prospects}, booktitle={Fuzzy Sets and their Extensions: Representation, Aggregation and Models}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2007}, pages={355–374} }
LibreCat
2007 | Book | LibreCat-ID: 16282
@book{Hüllermeier_2007, series={Series B: Mathematical and Statistical Methods}, title={Case-based Approximate Reasoning}, volume={44}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2007}, collection={Series B: Mathematical and Statistical Methods} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
@inproceedings{Sulzmann_Fürnkranz_Hüllermeier_2007, title={On pairwise Naive Bayes classifiers}, booktitle={In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland}, publisher={Springer}, author={Sulzmann, J.N. and Fürnkranz, J. and Hüllermeier, Eyke}, year={2007} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
@inproceedings{Beringer_Hüllermeier_2006, title={Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006}, booktitle={in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany}, author={Beringer, J. and Hüllermeier, Eyke}, editor={Mikut, R. and Reischl, M.Editors}, year={2006}, pages={140–149} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
@inproceedings{Hüllermeier_Brinker_2006, title={Classification via fuzzy preference learning}, booktitle={in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany}, author={Hüllermeier, Eyke and Brinker, K.}, editor={Mikut, R. and Reischl, M.Editors}, year={2006}, pages={190–199} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
@inproceedings{Hüllermeier_2006, title={Credible case-based inference using similarity profiles}, booktitle={In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey}, author={Hüllermeier, Eyke}, editor={Minor, M.Editor}, year={2006}, pages={230–242} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
@inproceedings{Bade_Hüllermeier_Nürnberger_2006, title={Hierarchical classification by expected utility maximization}, booktitle={In Proceedings ICDM-2006, IEEE International Conference on Data Mining}, publisher={IEEE Computer Society Press}, author={Bade, K. and Hüllermeier, Eyke and Nürnberger, A.}, year={2006}, pages={43–52} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
@inproceedings{Brinker_Hüllermeier_2006, title={Case-based label ranking}, booktitle={In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006}, publisher={Springer}, author={Brinker, K. and Hüllermeier, Eyke}, year={2006}, pages={566–573} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
@inproceedings{Brinker_Fuernkranz_Hüllermeier_2006, title={A unified model for multilabel classification and ranking}, booktitle={In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy}, author={Brinker, K. and Fuernkranz, J. and Hüllermeier, Eyke}, editor={Brewka, G. and Coradeschi, S. and Perini, A. and Traverso, P.Editors}, year={2006}, pages={489–493} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15201
@inproceedings{Hüllermeier_2006, title={Integrating instance-based learning and logistic regression}, booktitle={In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France}, author={Hüllermeier, Eyke}, year={2006} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15213
@inproceedings{Hüllermeier_2006, title={The Choquet integral as an aggregation operator in case-based learning}, booktitle={in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={2006}, pages={615–628} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
@article{Dubois_Hüllermeier_Prade_2006, title={A systematic approach to the assessment of fuzzy association rules}, volume={13}, number={2}, journal={Data Mining and Knowledge Discovery}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2006}, pages={167–192} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
@article{Dubois_Hüllermeier_Prade_2006, title={Fuzzy methods in case-based recommendation and decision support}, volume={27}, journal={Journal of Intelligent Information Systems}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2006}, pages={95–115} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
@article{Hüllermeier_Beringer_2006, title={Learning from ambiguously labeled examples}, volume={10}, number={5}, journal={Intelligent Data Analysis}, author={Hüllermeier, Eyke and Beringer, J.}, year={2006}, pages={419–440} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
@article{Block_Paern_Hüllermeier_Sanschagrin_Sotriffer_Klebe_2006, title={Physicochemical descriptors to discriminate protein interactions in permanent and transient complexes by means of machine learning algorithms}, volume={65}, number={3}, journal={Proteins: Structure, Function and Bioinformatics}, author={Block, P. and Paern, J. and Hüllermeier, Eyke and Sanschagrin, P. and Sotriffer, C. and Klebe, G.}, year={2006}, pages={607–622} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
@article{Kuhn_Weskamp_Schmitt_Hüllermeier_Klebe_2006, title={From the similarity analysis of protein cavities to the functional classification of protein families using Cavbase}, volume={359}, number={4}, journal={Journal of Molecular Biology}, author={Kuhn, D. and Weskamp, N. and Schmitt, S. and Hüllermeier, Eyke and Klebe, G.}, year={2006}, pages={1023–1044} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
@article{Beringer_Hüllermeier_2006, title={Online clustering of parallel data streams}, volume={58}, number={2}, journal={Data and Knowledge Engineering}, author={Beringer, J. and Hüllermeier, Eyke}, year={2006}, pages={180–204} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16195
@article{Karimi_Hüllermeier_Meskouris_2006, title={A fuzzy-probablistic earthquake risk assessment system}, volume={11}, number={3}, journal={Soft Computing}, author={Karimi, I. and Hüllermeier, Eyke and Meskouris, K.}, year={2006}, pages={229–238} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
@inproceedings{Brinker_Hüllermeier_2005, title={Calibrated label-ranking}, booktitle={In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada}, publisher={http://web.mit.edu/shivani/www/Ranking-NIPS-05/.}, author={Brinker, K. and Hüllermeier, Eyke}, editor={Agarwal, S. and Cortes, C. and Herbrich, R.Editors}, year={2005}, pages={1–6} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15800
@inproceedings{Hüllermeier_Fürnkranz_Beringer_2005, title={On position error and label ranking through iterated choice}, booktitle={In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany }, author={Hüllermeier, Eyke and Fürnkranz, J. and Beringer, J.}, year={2005}, pages={158–163} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 14839
@inproceedings{Hüllermeier_NN_2005, title={A method for combining interacting pieces of evidence in case-based learning}, booktitle={in Proceedings IJCAI-05, 19th international Joint Conference on Artificial Intelligence, Edingburgh, Scotland}, author={Hüllermeier, Eyke and NN, Cho-k}, editor={Kaelbling, L. and Saffiotti, A.Editors}, year={2005}, pages={3–8} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 14840
@inproceedings{Hüllermeier_Fürnkranz_2005, series={LNCS}, title={Learning label preferences: Ranking error versus position error}, volume={3646}, booktitle={In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid}, publisher={Springer}, author={Hüllermeier, Eyke and Fürnkranz, J.}, editor={Famili, A. and Kok, J. and Pena, J. and Siebes, A. and Feelders, A.Editors}, year={2005}, pages={180–191}, collection={LNCS} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 14841
@inproceedings{Hüllermeier_Beringer_2005, series={LNAI}, title={Learning from ambiguously labeled examples}, volume={3646}, booktitle={In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid}, publisher={Springer}, author={Hüllermeier, Eyke and Beringer, J.}, editor={Famili, A. and Kok, J. and Pena, J. and Siebes, A. and Feelders, A.Editors}, year={2005}, pages={168–179}, collection={LNAI} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15105
@inproceedings{Dubois_Hüllermeier_2005, title={A notion of comarative probabilistic entroy based on the possibilistic specificity ordering}, booktitle={in Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain}, author={Dubois, D. and Hüllermeier, Eyke}, year={2005} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15214
@inproceedings{Karimi_Hüllermeier_2005, title={A fuzzy-probablistic risk assessment system for natural disasters}, booktitle={in Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China}, author={Karimi, I. and Hüllermeier, Eyke}, year={2005}, pages={1147–1153} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15215
@inproceedings{Lughofer_Hüllermeier_Klement_2005, title={Improving the interpretability of data-driven evolving fuzzy systems}, booktitle={in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain}, author={Lughofer, E. and Hüllermeier, Eyke and Klement, E.}, year={2005} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15216
@inproceedings{Yi_Hüllermeier_2005, title={Learning complexity-boundet rule-based classifiers by combining association analysis and genetic algorithms}, booktitle={in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain}, author={Yi, Y. and Hüllermeier, Eyke}, year={2005} }
LibreCat
2005 | Journal Article | LibreCat-ID: 16174
@article{Hüllermeier_2005, title={Fuzzy sets in machine learning and data mining: Status and prospects}, volume={156}, number={3}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={2005}, pages={387–406} }
LibreCat
2005 | Journal Article | LibreCat-ID: 16178
@article{Hüllermeier_2005, title={Experience-based decision making: A satisficing decision tree approach}, volume={35}, number={5}, journal={IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans}, author={Hüllermeier, Eyke}, year={2005}, pages={641–653} }
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
@article{Balasubramaniyan_Hüllermeier_Weskamp_Kämper_2005, title={Clustering of gene expression data using a local shape-based similarity measure}, volume={21}, number={7}, journal={Bioinformatics}, author={Balasubramaniyan, R. and Hüllermeier, Eyke and Weskamp, N. and Kämper, J.}, year={2005}, pages={1069–1077} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
@inproceedings{Dubois_Hüllermeier_Prade_2004, title={A systematic approach to the assessment of fuzzy association rules}, booktitle={In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Cubero, JC. and Sanchez, D. and Ras, Z. and Sudkamp, T.Editors}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
@inproceedings{Weskamp_Hüllermeier_Kuhn_Klebe_2004, series={Lecture Notes in Informatics, Bielefeld, Germany}, title={Graph alignments: A new concept to detect conserved regions in protein active sites}, booktitle={In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany}, publisher={Springer}, author={Weskamp, N. and Hüllermeier, Eyke and Kuhn, D. and Klebe, G.}, editor={Giegerich, R. and Stoye, J.Editors}, year={2004}, pages={131–140}, collection={Lecture Notes in Informatics, Bielefeld, Germany} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 14842
@inproceedings{Hüllermeier_2004, title={Instance-based prediction with guaranteed confidence}, booktitle={In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain}, publisher={IOS Press}, author={Hüllermeier, Eyke}, editor={Lopez de Mantaras, R. and Saitta, L.Editors}, year={2004}, pages={97–101} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
@inproceedings{Hüllermeier_Fürnkranz_2004, title={Comparison of ranking procedures in pairwise preference learning}, booktitle={In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15218
@inproceedings{Hüllermeier_Fürnkranz_2004, title={Ranking by pairwise comparison: A note on risk minimization}, booktitle={in Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15219
@inproceedings{Karimi_Hüllermeier_Meskouris_2004, title={An earthquake risk assessment method based on fuzzy probability}, booktitle={in Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien}, author={Karimi, I. and Hüllermeier, Eyke and Meskouris, K.}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15220
@inproceedings{Hüllermeier_Beringer_2004, title={Learning decision rules from positive and negative preferences}, booktitle={In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy}, author={Hüllermeier, Eyke and Beringer, J.}, year={2004} }
LibreCat
2004 | Journal Article | LibreCat-ID: 16185
@article{Hüllermeier_Renners_Grauel_2004, title={An evolutionary approach to constraints-regularized learning}, volume={11}, number={2–3}, journal={Mathware and Soft Computing}, author={Hüllermeier, Eyke and Renners, I. and Grauel, A.}, year={2004}, pages={109–124} }
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
@article{Weskamp_Kuhn_Hüllermeier_Klebe_2004, title={Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing}, volume={20}, number={10}, journal={Bioinformatics}, author={Weskamp, N. and Kuhn, D. and Hüllermeier, Eyke and Klebe, G.}, year={2004}, pages={1522–1526} }
LibreCat
2004 | Journal Article | LibreCat-ID: 16187
@article{Hüllermeier_2004, title={Flexible constraints for regularization in learning from data}, volume={19}, number={6}, journal={International Journal of Intelligent Systems}, author={Hüllermeier, Eyke}, year={2004}, pages={525–541} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15802
@inproceedings{Weskamp_Kuhn_Hüllermeier_Klebe_2003, title={Efficient similarity search in protein structure databases: Improving clique-detection through geometric hashing}, booktitle={In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany}, author={Weskamp, N. and Kuhn, D. and Hüllermeier, Eyke and Klebe, G.}, year={2003} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15803
@inproceedings{Hüllermeier_2003, series={2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany}, title={Instance-based learning of credible label sets}, booktitle={In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Günter, A. and Kruse, R. and Neumann, B.Editors}, year={2003}, collection={2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15065
@inproceedings{Hüllermeier_2003, series={ Lecture Notes in Computer Science, Berlin}, title={Regularized learning with flexible constraints}, volume={2810}, booktitle={In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Berthold, M.R. and Lenz, H.J. and Bradley, E. and Kruse, R. and Borgelt, C.Editors}, year={2003}, collection={ Lecture Notes in Computer Science, Berlin} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15066
@inproceedings{Fürnkranz_Hüllermeier_2003, title={Pairwise preference learning and ranking}, booktitle={In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, year={2003} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15221
@inproceedings{Hüllermeier_2003, title={Instance-based collaborative filtering with fuzzy labels}, booktitle={in Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany}, author={Hüllermeier, Eyke}, year={2003}, pages={468–473} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15222
@inproceedings{Dubois_Hüllermeier_Prade_2003, series={LNAI}, title={A note on quality measures for fuzzy association rules}, volume={2715}, booktitle={in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Bilgic, T. and De Beats, B. and Kaynak, O.Editors}, year={2003}, pages={648–677}, collection={LNAI} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15223
@inproceedings{Hüllermeier_2003, series={LNAI}, title={Inducing fuzzy concepts through extended version space learning}, volume={2715}, booktitle={in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Bilgic, T. and De Beats, B. and Kaynak, O.Editors}, year={2003}, pages={648–677}, collection={LNAI} }
LibreCat
2003 | Journal Article | LibreCat-ID: 16188
@article{Hüllermeier_2003, title={Possibilistic instance-based learning}, volume={148}, number={1–2}, journal={Artificial Intelligence}, author={Hüllermeier, Eyke}, year={2003}, pages={335–383} }
LibreCat
2003 | Journal Article | LibreCat-ID: 16189
@article{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2003, title={Flexibility and case-based evaluation in querying: An Illustration in an experimental setting}, volume={11}, number={1}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, year={2003}, pages={43–66} }
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
@article{Dubois_Hüllermeier_Prade_2003, title={On the representation of fuzzy rules in terms of crisp rules}, volume={151}, journal={Information Sciences}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2003}, pages={301–326} }
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
@inbook{Hüllermeier_2003, title={Sequential decision making in heuristic search}, booktitle={Planning Based on Decision Theory (CISM Courses and Lectures No.472)}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Della Riccia, G. and Dubois, D. and Kruse, R. and Lenz, H.J.Editors}, year={2003} }
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
@inbook{Dubois_Hüllermeier_Prade_2003, series={Advances in Computational Management Sciences}, title={Possibilistic case-based decisions}, volume={6}, booktitle={Connectionist Approaches in Economics and Management Sciences}, publisher={Kluwer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Lesage, C. and Cottrell, M.Editors}, year={2003}, collection={Advances in Computational Management Sciences} }
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
@inbook{Hüllermeier_Beringer_2003, title={Mining implication-based fuzzy association rules in databases}, booktitle={Intelligent Systems for information processing: From representation to applications}, publisher={Elsevier}, author={Hüllermeier, Eyke and Beringer, J.}, editor={Bouchon-Meunier, B. and Foulloy, L. and Yager, R.R..Editors}, year={2003} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
@inproceedings{Hüllermeier_2002, title={On the representation and combination of evidence in instance-based learning}, booktitle={In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France}, publisher={IOS Press}, author={Hüllermeier, Eyke}, year={2002}, pages={360–364} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
@inproceedings{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2002, title={A fuzzy set approach to flexible case-based querying: methodology and experimentation}, booktitle={in Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France}, publisher={Morgan Kaufmann}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, editor={Fensel, D. and Giunchiglia, F. and Mc Guinness, D. and Williams, M.A.Editors}, year={2002}, pages={449–458} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15098
@inproceedings{Hüllermeier_2002, title={Association rules for expressing gradual dependencies}, booktitle={in Proceedings PKDD-02 6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2002}, pages={200–211} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
@inproceedings{Hüllermeier_2002, title={Possibilistic induction in decision tree learning}, booktitle={in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2002}, pages={173–184} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
@inproceedings{Hüllermeier_2002, title={Mining implication-based fuzzy association rules in databases}, booktitle={In Proceedings IPMU-2002 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems,Annecy, France}, author={Hüllermeier, Eyke}, year={2002}, pages={101–108} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
@inproceedings{Hüllermeier_2002, title={Exploiting similarity and experience in decision making}, booktitle={in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii}, author={Hüllermeier, Eyke}, year={2002}, pages={729–734} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
@inproceedings{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2002, title={Case-based quering and prediction: A fuzzy set approach}, booktitle={in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, year={2002}, pages={735–740} }
LibreCat
2002 | Journal Article | LibreCat-ID: 16191
@article{Hüllermeier_Dubois_Prade_2002, title={Model adaption in possibilistic instance-based reasoning}, volume={10}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2002}, pages={333–339} }
LibreCat
2002 | Journal Article | LibreCat-ID: 16192
@article{Dubois_Hüllermeier_Prade_2002, title={Fuzzy set-based methods in instance-based reasoning}, volume={10}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2002}, pages={322–332} }
LibreCat
2002 | Book Chapter | LibreCat-ID: 16232
@inbook{Hüllermeier_Dubois_Prade_2002, title={Knowledge-based extrapolation of cases: A possibilistic approach}, booktitle={Technologies for Constructing Intelligent Systems}, publisher={Springer}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, editor={Bouchon-Meunier, B. and Gutierrez-Rios, J. and Magdalena, L. and Yager, R.R.Editors}, year={2002}, pages={377–390} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15300
@inproceedings{Hüllermeier_2001, title={Experience-based decision making and learning from examples}, booktitle={In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2001} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15805
@inproceedings{Hüllermeier_2001, title={Possibilistic instance-based learning}, booktitle={In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany}, author={Hüllermeier, Eyke}, year={2001}, pages={108–115} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15806
@inproceedings{Hüllermeier_2001, title={Implication-based fuzzy association rules}, booktitle={In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany}, author={Hüllermeier, Eyke}, year={2001}, pages={93–99} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15807
@inproceedings{Hüllermeier_Dubois_Prade_2001, title={Instance-based prediction in the framework of possibility theory}, booktitle={In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2001} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15106
@inproceedings{Hüllermeier_2001, series={LNAI}, title={Implication-based fuzzy association rules}, volume={2168}, booktitle={in Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Raedt, De. and Siebes, A.Editors}, year={2001}, pages={241–252}, collection={LNAI} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15229
@inproceedings{Hüllermeier_2001, series={LNCS}, title={Fuzzy association rules: Semantic issues and quality measures}, volume={2206}, booktitle={in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={2001}, pages={380–391}, collection={LNCS} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15230
@inproceedings{Dubois_Hüllermeier_Prade_2001, title={Toward the representation of implication-based fuzzy rules in terms of crisp rules}, booktitle={in Proceedings IFSA/NAFIPS-2001 Joint 9th World Congress of the International Fuzzy Systems Association and 20th Internatinonal Conference of the North American Fuzzy Information Processing Society, Vancouver, Canada}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2001}, pages={1592–1597} }
LibreCat
2001 | Journal Article | LibreCat-ID: 16193
@article{Hüllermeier_2001, title={Similarity-based inference as evidential reasoning}, volume={26}, journal={International Journal of Approximate Reasoning}, author={Hüllermeier, Eyke}, year={2001}, pages={67–100} }
LibreCat
2001 | Book Chapter | LibreCat-ID: 16231
@inbook{Hüllermeier_2001, title={Machinelles Lernen und Komplexität}, booktitle={Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen}, publisher={Metropolis}, author={Hüllermeier, Eyke}, editor={Haslinger, F. and Weise, P.Editors}, year={2001}, pages={255–288} }
LibreCat
2001 | Book Chapter | LibreCat-ID: 16233
@inbook{Kraft_Hüllermeier_Weise_2001, title={Empirische Überprüfung eines synergetischen Konjunkturmodells}, booktitle={Studien zur Evoltorischen Ökonomik IV}, publisher={Duncker & Humblot, Berlin}, author={Kraft, M. and Hüllermeier, Eyke and Weise, P.}, editor={Lorenz, H.-W. and Meyer, B.Editors}, year={2001}, pages={11–44} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15301
@inproceedings{Hüllermeier_2000, title={Fuzzy dynamics: Methodological framework and applications of compartmental modeling}, booktitle={in Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium}, author={Hüllermeier, Eyke}, editor={Dubois, D.M.Editor}, year={2000} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15302
@inproceedings{Gueroguieva_Nestorov_Rowland_Hüllermeier_2000, place={European Journal of Pharmaceutical Sciences}, title={In vitro-in vivo hepatic clearance prediction using fuzzy sets}, volume={11}, booktitle={in Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 }, author={Gueroguieva, I. and Nestorov, I. and Rowland, M. and Hüllermeier, Eyke}, year={2000}, pages={S22} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15808
@inproceedings{Dubois_Hüllermeier_Prade_2000, title={Flexible control of case-based prediction in the framework of possibility theory}, booktitle={In Proceedings RàPC-2000, Raisonnement à partir de Cas, Toulouse, France}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2000}, pages={7–16} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 14844
@inproceedings{Hüllermeier_2000, title={Similarity-based inference as evidential reasoning}, booktitle={In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany}, publisher={IOS Press}, author={Hüllermeier, Eyke}, editor={Horn, W.Editor}, year={2000}, pages={50–54} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 14845
@inproceedings{Hüllermeier_2000, title={Focusing search by using problem solving experience}, booktitle={In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany}, publisher={IOS Press}, author={Hüllermeier, Eyke}, editor={Horn, W.Editor}, year={2000}, pages={55–59} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15063
@inproceedings{Hüllermeier_2000, title={Change detection in heuristic search}, booktitle={Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas}, author={Hüllermeier, Eyke}, year={2000}, pages={898–903} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15108
@inproceedings{Hüllermeier_2000, title={A method for predicting solutions in case-based problem solving}, booktitle={in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Blanzieri, E. and Portinale, L.Editors}, year={2000}, pages={124–135} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15109
@inproceedings{Dubois_Hüllermeier_Prade_2000, title={Flexible control of case-based prediction in the framework of possibility theory}, booktitle={in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Blanzieri, E. and Portinale, L.Editors}, year={2000}, pages={61–73} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15231
@inproceedings{Hüllermeier_Dubois_Prade_2000, title={Knowledge-based extrapolution of cases: A possibilistic approach}, booktitle={In Proceedings IPMU-2000 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Madrid, Spain}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2000}, pages={1575–1582} }
LibreCat
2000 | Journal Article | LibreCat-ID: 16196
@article{Hüllermeier_Giersch_2000, title={Fuzzy dynamics and applications in biological systems modelling}, volume={38}, journal={Systems Analysis, Modelling, Simulation}, author={Hüllermeier, Eyke and Giersch, C.}, year={2000}, pages={29–50} }
LibreCat
2000 | Journal Article | LibreCat-ID: 16198
@article{Hüllermeier_Kraft_Weise_2000, title={Evaluation and specification of a synergetic business cycle model with German data}, journal={Homo Oeconomicus XVI}, author={Hüllermeier, Eyke and Kraft, M. and Weise, P.}, year={2000} }
LibreCat
2000 | Book Chapter | LibreCat-ID: 16234
@inbook{Dubois_Hüllermeier_Prade_2000, title={Formalizing case-based inference using fuzzy rules}, booktitle={Soft Computing in Case-Based Reasoning}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Pal, S.K. and So, D.Y. and Dillon, T.Editors}, year={2000}, pages={47–72} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15809
@inproceedings{Hüllermeier_Dubois_Prade_1999, title={Fuzzy rules in case-based reasoning}, booktitle={In Proceedings RàPC-1999, Raisonnement à partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={1999}, pages={45–54} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15062
@inproceedings{Hüllermeier_1999, title={Toward a probabilistic formalization of case-based inference}, booktitle={in Proceedings IJCAI-99, 16th international Joint Conference on Artificial Intelligence, Stockholm, Sweden}, publisher={Morgan Kaufmann}, author={Hüllermeier, Eyke}, editor={Dean, T.Editor}, year={1999}, pages={248–253} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15107
@inproceedings{Hüllermeier_1999, series={LNCS}, title={Exploiting similarity for supporting data analysis and problem solving}, volume={1642}, booktitle={In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Hand, D.J. and Kok, J.N. and Berthold, M.R.Editors}, year={1999}, pages={257–268}, collection={LNCS} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15232
@inproceedings{Hüllermeier_Dubois_Prade_1999, title={Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation}, booktitle={in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, editor={Zimmermann, H.J.Editor}, year={1999} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15233
@inproceedings{Hüllermeier_1999, title={Toward models of case-based decision making}, booktitle={in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1999} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15234
@inproceedings{Hüllermeier_1999, series={LNCS}, title={A possibilistic formalization of case-based reasoning and decision making}, volume={1625}, booktitle={in Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={1999}, pages={411–420}, collection={LNCS} }
LibreCat
1999 | Journal Article | LibreCat-ID: 16199
@article{Hüllermeier_1999, title={Numerical methods for fuzzy initial value problems}, volume={7}, number={5}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={Hüllermeier, Eyke}, year={1999}, pages={439–461} }
LibreCat
1999 | Journal Article | LibreCat-ID: 16200
@article{Hüllermeier_1999, title={Approximation of uncertain funtional relationships}, volume={101}, number={2}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={1999}, pages={227–240} }
LibreCat
1999 | Book Chapter | LibreCat-ID: 16235
@inbook{Hüllermeier_1999, title={Qualitatives Schließen und Qualitative Simulation}, booktitle={Modellierung, Simulation und Künstliche Intelligenz}, publisher={SCS Publishing House, Erlangen}, author={Hüllermeier, Eyke}, editor={Szczerbicka, H. and Uthmann, T.Editors}, year={1999}, pages={277–310} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15288
@inproceedings{Hüllermeier_Giersch_1998, title={Fuzzy sets and modelling of uncertainty in biological systems}, booktitle={In Proceedings IPMU-98 7th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne}, publisher={Editions E.D.K.}, author={Hüllermeier, Eyke and Giersch, C.}, year={1998}, pages={1857–1864} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15289
@inproceedings{Hüllermeier_1998, title={A Bayesian approach to case-based probalistic reasoning}, booktitle={In Proceedings IPMU-98 7th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne}, publisher={Editions E.D.K.}, author={Hüllermeier, Eyke}, year={1998}, pages={1296–1303} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15303
@inproceedings{Hüllermeier_1998, title={Numerical solutions for fuzzy initial value problems}, booktitle={in Proceedings CESA-98, IMACS Multiconference on Computaional Engineering in Systems Applications, Symposium on Applied Mathematics and Optimization, Nabeul-Hammamet, Tunesia}, author={Hüllermeier, Eyke}, editor={Borne, P. and Ksouri, M. and El Kamel, A.Editors}, year={1998} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15810
@inproceedings{Hüllermeier_1998, title={Case-based probality and case-based decision making}, booktitle={in Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany}, author={Hüllermeier, Eyke}, editor={Gierl, L. and Lenz, M.Editors}, year={1998}, pages={13–22} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15287
@inproceedings{Hüllermeier_1998, title={Fuzzy dynamics of compartmental systems}, booktitle={in Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1998} }
LibreCat
1997 | Dissertation | LibreCat-ID: 23925
@book{Hüllermeier_1997, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Reasoning about Systems based on Incomplete and Uncertain Models}, volume={20}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Hüllermeier, Eyke}, year={1997}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
1997 | Conference Paper | LibreCat-ID: 15290
@inproceedings{Hüllermeier_1997, title={Hierarchical propagation of uncertain constraints}, booktitle={in Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1997}, pages={953–957} }
LibreCat
1997 | Conference Paper | LibreCat-ID: 15291
@inproceedings{Hüllermeier_1997, title={Approximation of fuzzy functions}, booktitle={in Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany}, author={Hüllermeier, Eyke}, editor={Grauel, A. and Becker, W. and Belli, F.Editors}, year={1997}, pages={374–381} }
LibreCat
1997 | Conference Paper | LibreCat-ID: 15811
@inproceedings{Hüllermeier_1997, title={Modellierung und Simulation unsicherer dynamischer Systeme und Anwendungen in der Diagnose}, booktitle={In Proceedings ASIM Fachgruppentagung Soft Computing}, author={Hüllermeier, Eyke}, editor={Möller, D.P.F. and Richter, O.Editors}, year={1997} }
LibreCat
1997 | Journal Article | LibreCat-ID: 16201
@article{Hüllermeier_1997, title={A new approach to modelling and simulation of uncertain dynamical systems}, volume={5}, number={2}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={Hüllermeier, Eyke}, year={1997}, pages={117–137} }
LibreCat
1996 | Conference Paper | LibreCat-ID: 15292
@inproceedings{Hüllermeier_1996, title={Approminate probabilistic reasoning with fuzzy constraints}, booktitle={in Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1996} }
LibreCat
1996 | Conference Paper | LibreCat-ID: 15293
@inproceedings{Hüllermeier_1996, title={A fuzzy simulation method}, booktitle={International Symposium on Soft Computing, Reading U.K.}, publisher={ICSC Academic Press}, author={Hüllermeier, Eyke}, editor={Anderson, P.G. and Warwick, K.Editors}, year={1996}, pages={B230–B236} }
LibreCat
1996 | Conference Paper | LibreCat-ID: 15304
@inproceedings{Hüllermeier_1996, title={Hierarchical constraint propagation based on interval arithmetic}, booktitle={in Proceedings Interval-96 international Conference on Interval Methods and Computer Aided Proofs in Science and Engineering, Würzburg}, author={Hüllermeier, Eyke}, year={1996}, pages={54–55} }
LibreCat
1995 | Conference Paper | LibreCat-ID: 15294
@inproceedings{Hüllermeier_1995, title={Towards modelling of fuzzy functions}, booktitle={in Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1995}, pages={150–154} }
LibreCat
1995 | Conference Paper | LibreCat-ID: 15295
@inproceedings{Hüllermeier_1995, title={Rule-based modelling in fuzzy simulation}, booktitle={in Proceedings ISFL-95 International Symposium on Logic, Zürich}, publisher={ICSC Academic Press}, author={Hüllermeier, Eyke}, year={1995}, pages={B49–B56} }
LibreCat
1995 | Conference Paper | LibreCat-ID: 15305
@inproceedings{Hüllermeier_1995, title={Fuzzy polynomial and spline interpolation}, booktitle={in Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin}, publisher={Gordon and Breach Publishers}, author={Hüllermeier, Eyke}, year={1995}, pages={401–404} }
LibreCat
1995 | Book Chapter | LibreCat-ID: 16236
@inbook{Hüllermeier_1995, title={Konjunkturzyklen aufgrund von Investitionsinterdependenzen: Simulation und empirische Überprüfung}, booktitle={Moderne Makroökonomie-Eine kritische Bestandsaufnahme}, publisher={Metropolis}, author={Hüllermeier, Eyke}, editor={Flemmig, J.Editor}, year={1995}, pages={413–454} }
LibreCat
1994 | Conference Paper | LibreCat-ID: 15296
@inproceedings{Hüllermeier_1994, title={Approximate solution of a linear programming problem using a modified perceptron-algorithm.}, booktitle={in Proceedings EUFIT-94 2nd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1994}, pages={195–199} }
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448 Publications
2014 | Journal Article | LibreCat-ID: 10310
@article{Strickert_Bunte_Schleif_Hüllermeier_2014, title={Correlation-based embedding of pairwise score data}, volume={141}, journal={Neurocomputing}, author={Strickert, M. and Bunte, K. and Schleif, F.- M. and Hüllermeier, Eyke}, year={2014}, pages={97–109} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10311
@article{Senge_Bösner_Dembczynski_Haasenritter_Hirsch_Donner-Banzhoff_Hüllermeier_2014, title={Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty}, volume={255}, journal={Information Sciences}, author={Senge, Robin and Bösner, S. and Dembczynski, K. and Haasenritter, J. and Hirsch, O. and Donner-Banzhoff, N. and Hüllermeier, Eyke}, year={2014}, pages={16–29} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10312
@article{Mernberger_Moog_Stork_Zauner_Maier_Hüllermeier_2014, title={Protein Sub-Cellular Localization Prediction for Special compartments via Optimized Time Series Distances}, volume={12}, number={1}, journal={J. Bioinformatics and Computational Biology}, author={Mernberger, M. and Moog, M. and Stork, S. and Zauner, S. and Maier, U.G. and Hüllermeier, Eyke}, year={2014} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10313
@article{Calders_Esposito_Hüllermeier_Meo_2014, title={Guest editors`introduction:special issue of the ECML/PKDD 2014 journal track}, volume={97}, number={1–2}, journal={Machine Learning}, author={Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R.}, year={2014}, pages={1–3} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10314
@article{Busa-Fekete_Szörényi_Weng_Cheng_Hüllermeier_2014, title={Preference-Based Reinforcement Learning: evolutionary direct policy search using a preference-based racing algorithm}, volume={97}, number={3}, journal={Machine Learning}, author={Busa-Fekete, Robert and Szörényi, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke}, year={2014}, pages={327–351} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10315
@article{Montanés_Senge_Barranquero_Quevedo_Del Coz_Hüllermeier_2014, title={Dependent binary relevance models for multi-label classification}, volume={47}, number={3}, journal={Pattern Recognition}, author={Montanés, E. and Senge, Robin and Barranquero, J. and Quevedo, J.R. and Del Coz, J.J. and Hüllermeier, Eyke}, year={2014}, pages={1494–1508} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10316
@article{Krempl_Zliobaite_Brzezinski_Hüllermeier_Last_Lemaire_Noack_Shaker_Sievi_Spiliopoulou_et al._2014, title={Open challenges for data stream mining research}, volume={16}, number={1}, journal={SIGKDD Explorations}, author={Krempl, G. and Zliobaite, I. and Brzezinski, D. and Hüllermeier, Eyke and Last, M. and Lemaire, V. and Noack, T. and Shaker, Ammar and Sievi, S. and Spiliopoulou, M. and et al.}, year={2014}, pages={1–10} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10317
@article{Krotzky_Fober_Hüllermeier_Klebe_2014, title={Extended Graph-Based Models for Enhanced Similarity Search in Cavbase}, volume={11}, number={5}, journal={IEEE/ACM Trans. Comput. Biology Bioinform.}, author={Krotzky, T. and Fober, T. and Hüllermeier, Eyke and Klebe, G.}, year={2014}, pages={878–890} }
LibreCat
2014 | Journal Article | LibreCat-ID: 10318
@article{Stock_Fober_Hüllermeier_Glinca_Klebe_Pahikkala_Airola_De Baets_Wageman_2014, title={Identification of Functionally Releated Enzymes by Learning to Rank Methods}, volume={11}, number={6}, journal={IEEE/ACM Trans. Comput. Biology Bioinform.}, author={Stock, M. and Fober, T. and Hüllermeier, Eyke and Glinca, S and Klebe, G. and Pahikkala, T. and Airola, A. and De Baets, B. and Wageman, W.}, year={2014}, pages={1157–1169} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15752
@inproceedings{Cheng_Henzgen_Hüllermeier_2013, title={Labelwise versus pairwise decomposition in label ranking}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany}, author={Cheng, W. and Henzgen, S. and Hüllermeier, Eyke}, year={2013}, pages={129–136} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15753
@inproceedings{Senge_del Coz_Hüllermeier_2013, title={Rectifying classifier chains for multi-label classification, Bamberg, Germany}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany}, author={Senge, Robin and del Coz, J. and Hüllermeier, Eyke}, year={2013}, pages={151–158} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15755
@inproceedings{Busa-Fekete_Fober_Hüllermeier_2013, title={Preference-based evolutionary optimization using generalized racing algorithms}, booktitle={in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Busa-Fekete, Robert and Fober, T. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2013}, pages={237–246} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15756
@inproceedings{Henzgen_Hüllermeier_2013, title={Weighted rank correlation measures based on fuzzy order relations}, booktitle={in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Henzgen, S. and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2013}, pages={227–236} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15757
@inproceedings{Weng_Busa-Fekete_Hüllermeier_2013, title={Interactive Q-learning with ordinal rewards and unreliable tutor}, booktitle={In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague}, author={Weng, P. and Busa-Fekete, Robert and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15758
@inproceedings{Busa-Fekete_Szörenyi_Weng_Hüllermeier_2013, title={Preference-based evolutionary direct policy search}, booktitle={In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague}, author={Busa-Fekete, Robert and Szörenyi, B. and Weng, P. and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15759
@inproceedings{Cheng_Hüllermeier_2013, title={A nearest neigbor approach to label ranking based on generalized labelwise loss minimization}, booktitle={In Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China}, author={Cheng, W. and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15760
@inproceedings{Shaker_Hüllermeier_2013, title={Event history analysis on data streams: An application to earthquake occurence}, booktitle={In Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges for Data Stream Mining, Prague, Czech Republic}, author={Shaker, Ammar and Hüllermeier, Eyke}, editor={Krempl, G. and Zliobaite, I. and Wang, Y. and Forman, G.Editors}, year={2013}, pages={38–41} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15761
@inproceedings{Senge_del Coz_Hüllermeier_2013, title={On the problem of error propagation in classier chains for multi-label classification. Data Analysis, Machine Learning and Knowledge Discovery}, booktitle={In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany }, publisher={Springer}, author={Senge, Robin and del Coz, J.J. and Hüllermeier, Eyke}, editor={Schmidt-Thieme, L. and Spiliopoulou, M.Editors}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15763
@inproceedings{Fober_Klebe_Hüllermeier_2013, title={Local clique merging: An extension of the maximum common subgraph measure with applications in structural bioinformatics, Algorithms from and for Nature and Life}, booktitle={In Proceedings GFKL-2011, Conference of the German Classification Society, Frankfurt Germany}, publisher={Springer}, author={Fober, T. and Klebe, G. and Hüllermeier, Eyke}, editor={Lausen, B. and Van den Poel, D. and Ultsch, A.Editors}, year={2013}, pages={279–286} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15112
@inproceedings{Fallah Tehrani_Hüllermeier_2013, title={Ordinal Choquistic regression }, booktitle={in Proceedings EUSFLAT-2013 8th International Conference on the European Society for Fuzzy Logic and Technology, Milano, Italy}, publisher={Atlantis Press}, author={Fallah Tehrani, A. and Hüllermeier, Eyke}, editor={Montero, J. and Pasi, G. and Ciucci, D.Editors}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 15113
@inproceedings{Nasiri_Fober_Senge_Hüllermeier_2013, title={Fuzzy Pattern Trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada}, booktitle={in Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association, Edmonton, Canada}, author={Nasiri, N. and Fober, T. and Senge, Robin and Hüllermeier, Eyke}, year={2013}, pages={715–721} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16044
@article{Heider_Senge_Cheng_Hüllermeier_2013, title={Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistence prediction}, volume={29}, number={16}, journal={Bioinformatics}, author={Heider, D. and Senge, Robin and Cheng, W. and Hüllermeier, Eyke}, year={2013}, pages={1946–1952} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16081
@article{Bösner_Bönisch_Haasenritter _Schlegel_Hüllermeier_Donner-Banzhoff_2013, title={Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients? A cross sectional study. }, volume={14}, number={1}, journal={BMC Family Practice}, author={Bösner, S. and Bönisch, K. and Haasenritter , J. and Schlegel, P. and Hüllermeier, Eyke and Donner-Banzhoff, N.}, year={2013}, pages={154–162} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16086
@article{Haasenritter_Viniol_Becker_Bösner_Hüllermeier_Senge_Donner-Banzhoff_2013, title={Diagnose im Kontext - eine erweiterte Perspektive}, volume={107}, journal={Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen (ZEFQ)}, author={Haasenritter, J. and Viniol, A. and Becker, A. and Bösner, S. and Hüllermeier, Eyke and Senge, Robin and Donner-Banzhoff, N.}, year={2013}, pages={585–591} }
LibreCat
2013 | Journal Article | LibreCat-ID: 16123
@article{Shaker_Senge_Hüllermeier_2013, title={Evolving fuzzy pattern trees for binary classification on data streams}, volume={220}, journal={Information Sciences}, author={Shaker, A. and Senge, R. and Hüllermeier, Eyke}, year={2013}, pages={34–45} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13115
@inproceedings{Szarvas_Busa-Fekete_Hüllermeier_2013, title={Learning to rank lexical substitutions}, booktitle={In Proceedings EMNLP-2013 Conference on Empirical Methods in Natural Language Processing, Seattle, USA}, author={Szarvas, G. and Busa-Fekete, Robert and Hüllermeier, Eyke}, year={2013} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13116
@inproceedings{Dembczynski_Jachnik_Kotlowski_Waegeman_Hüllermeier_2013, title={Optimizing the F-measure in multi-label classification: Plug-in rule approach versus structured loss minimization}, booktitle={in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA}, author={Dembczynski, K. and Jachnik, A. and Kotlowski, W. and Waegeman, W. and Hüllermeier, Eyke}, editor={Dasgupta, S. and McAllester, D.Editors}, year={2013}, pages={1130–1138} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13117
@inproceedings{Busa-Fekete_Szoreny_Weng_Cheng_Hüllermeier_2013, title={Top-k selection based on adaptive sampling of noisy preferences}, booktitle={in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA}, author={Busa-Fekete, Robert and Szoreny, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke}, editor={Dasgupta, S. and McAllester, D.Editors}, year={2013}, pages={1094–1102} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13118
@inproceedings{Hüllermeier_Cheng_2013, title={Preference-based CBR: General ideas and basic principles}, booktitle={in Proceedings IJCAI-13, 23rd international Joint Conference on Artificial Intelligence, Beijing, China}, publisher={AAAI Press}, author={Hüllermeier, Eyke and Cheng, W.}, editor={Rossi, F.Editor}, year={2013}, pages={3012–3016} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13119
@inproceedings{Henzgen_Strickert_Hüllermeier_2013, title={Rule chains for visualizing evolving fuzzy rule-based systems}, booktitle={in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland}, publisher={Springer}, author={Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke}, editor={Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, M. and Zolnierek, A.Editors}, year={2013}, pages={279–288} }
LibreCat
2013 | Conference Paper | LibreCat-ID: 13190
@inproceedings{Shaker_Hüllermeier_2013, title={Recovery analysis for adaptive learning from non-stationary data streams}, booktitle={in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland}, publisher={Springer}, author={Shaker, Ammar and Hüllermeier, Eyke}, editor={Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, W. and Zolnierek, A.Editors}, year={2013}, pages={289–298} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 15299
@inproceedings{Leinweber_Baumgärtner_Mernberger_Fober_Hüllermeier_Klebe_Freisleben_2012, title={GPU-based cloud computing for comparing the structure of protein binding sites}, booktitle={in Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione d`Italia, Italy}, author={Leinweber, M. and Baumgärtner, L. and Mernberger, M. and Fober, T. and Hüllermeier, Eyke and Klebe, G. and Freisleben, B.}, year={2012} }
LibreCat
2012 | Book Chapter | LibreCat-ID: 15396
@inbook{Hüllermeier_Fallah Tehrani_2012, series={Studies in Computational Intelligence}, title={Efficient learning of classifiers based on the 2-additive Choquet integral}, booktitle={Computational Intelligence in Intelligent Data Analysis}, publisher={Springer}, author={Hüllermeier, Eyke and Fallah Tehrani, A.}, editor={Moewes, C. and Nürnberger, A.Editors}, year={2012}, pages={17–30}, collection={Studies in Computational Intelligence} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 15754
@inproceedings{Bräuning_Hüllermeier_2012, title={Learning conditional lexicographic preference trees}, booktitle={In Workshops on Preference Learning at ECAI, European Conference on Artiticial intelligence, Montpellier, France}, author={Bräuning, M. and Hüllermeier, Eyke}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 15114
@inproceedings{Hüllermeier_Fallah Tehrani_2012, title={On the VC dimension of the Choquet integral}, booktitle={In Proceedings IPMU-2012 14th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Catania, Italy}, author={Hüllermeier, Eyke and Fallah Tehrani, A.}, year={2012} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16084
@article{Fallah Tehrani_Cheng_Dembczynski_Hüllermeier_2012, title={Learning monotone nonlinear models using the Choquet integral}, volume={89}, number={1}, journal={Machine Learning}, author={Fallah Tehrani, A. and Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, year={2012}, pages={183–211} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16085
@article{Bustince_Pagola_Mesiar_Hüllermeier_Herrera_2012, title={Grouping, overlap and generalized bientropic functions for fuzzy modeling of pairwise comparisons}, volume={20}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Bustince, H. and Pagola, M. and Mesiar, R. and Hüllermeier, Eyke and Herrera, F.}, year={2012}, pages={405–415} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16087
@article{Fürnkranz_Hüllermeier_Cheng_Park_2012, title={Preference-based reinforcement learning: A formal framework and a policy iteration algorithm}, volume={89}, number={1}, journal={Machine Learning}, author={Fürnkranz, J. and Hüllermeier, Eyke and Cheng, W. and Park, S.H.}, year={2012}, pages={123–156} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16088
@article{Dembczynski_Waegeman_Cheng_Hüllermeier_2012, title={On label dependence and loss minimization in multi-label classification}, volume={88}, number={1–2}, journal={Machine Learning}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2012}, pages={5–45} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16089
@article{Shaker_Hüllermeier_2012, title={IBL Streams: A system for instance-based classification and regression on data streams}, volume={3}, number={4}, journal={Evolving Systems}, author={Shaker, Ammar and Hüllermeier, Eyke}, year={2012}, pages={235–249} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16090
@article{Dolorez Ruiz_Hüllermeier_2012, title={A formal and empirical analysis of the fuzzy gamma rank correlation coefficient}, volume={206}, journal={Information Sciences}, author={Dolorez Ruiz, M. and Hüllermeier, Eyke}, year={2012}, pages={1–17} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16091
@article{Fallah Tehrani_Cheng_Hüllermeier_2012, title={Preference learning using the Choquet integral: The case of multipartite ranking}, volume={20}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, author={Fallah Tehrani, A. and Cheng, W. and Hüllermeier, Eyke}, year={2012}, pages={1102–1113} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16092
@article{Fober_Mernberger_Klebe_Hüllermeier_2012, title={Fingerprint kernels for protein structure comparison}, volume={31}, number={6–7}, journal={Molecular Informatics}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2012}, pages={443–452} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16093
@article{Hüllermeier_Rifqi_Henzgen_Senge_2012, title={Comparing fuzzy partitions: A generalization of the Rand index and related measures}, volume={20}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Rifqi, M. and Henzgen, Sascha and Senge, Robin}, year={2012}, pages={546–556} }
LibreCat
2012 | Journal Article | LibreCat-ID: 16094
@article{Senge_Fober_Nasiri_Hüllermeier_2012, title={Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung}, volume={60}, number={10}, journal={At-Atomatisierungstechnik}, author={Senge, Robin and Fober, T. and Nasiri, N. and Hüllermeier, Eyke}, year={2012}, pages={622–629} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13120
@inproceedings{Cheng_Hüllermeier_Waegeman_Welker_2012, title={Label ranking with partial abstention based on thresholded probalistic models}, booktitle={In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA}, author={Cheng, W. and Hüllermeier, Eyke and Waegeman, W. and Welker, V.}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13191
@inproceedings{Cheng_Hüllermeier_2012, title={Probability estimation for mulit-class classification based on label ranking}, booktitle={Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK}, author={Cheng, W. and Hüllermeier, Eyke}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13192
@inproceedings{Dembczynski_Kotlowski_Hüllermeier_2012, title={Consistent multilabel ranking through univariate loss minimization}, booktitle={in Proceedings ICML-2012, International Conference on Machine Learning, Edinburgh, Scotland}, author={Dembczynski, K. and Kotlowski, W. and Hüllermeier, Eyke}, editor={Langford, J. and Pineau, J.Editors}, year={2012} }
LibreCat
2012 | Conference Paper | LibreCat-ID: 13193
@inproceedings{Dembczynski_Waegeman_Hüllermeier_2012, title={An analysis of chaining in multi-label classification}, booktitle={In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France }, publisher={IOS Press}, author={Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}, year={2012}, pages={294–299} }
LibreCat
2012 | Book Chapter | LibreCat-ID: 10153
@inbook{Hüllermeier_2012, series={Studies in Fuzziness and Soft Computing}, title={Fuzzy rules in data mining: From fuzzy associations to gradual dependencies}, volume={271}, booktitle={Combining Experimentation and Theory}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Trillas, E. and Bonissone, P.P. and Magdalena, L. and Kacprzyk, J.Editors}, year={2012}, pages={123–135}, collection={Studies in Fuzziness and Soft Computing} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15762
@inproceedings{Dembczynski_Waegeman_Hüllermeier_2011, title={Joint mode estimation in multi-label classification by chaining}, booktitle={In Proceedings ECML Workshop on Collective inference and Learning on Structured Data, Athens, Greece}, author={Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15764
@inproceedings{Mernberger_Moog_Stork_Zauner_Maier_Hüllermeier_2011, title={Prediction of protein localization for specialized compartments using time series kernels}, booktitle={In Proceedings GCB-2011 German Conference on Bioinformatics Munich, Germany}, author={Mernberger, M. and Moog, D. and Stork, S. and Zauner, S. and Maier, U. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15115
@inproceedings{Nasiri_Hüllermeier_Senge_Lughofer_2011, title={Comparing methods for knowledge-driven and data-driven fuzzy modeling: A case study in textile industry}, booktitle={in Proceedings IFSA-2011 World Congress of the International Fuzzy Systems Association, Surabaya and Bali Island, Indonesia}, author={Nasiri, M. and Hüllermeier, Eyke and Senge, Robin and Lughofer, E.}, year={2011}, pages={RW-103-1-6} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15116
@inproceedings{Lughofer_Hüllermeier_2011, title={On-line redundancy deletion in evolving fuzzy regression models using a fuzzy inclusion measure}, booktitle={in Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-les-Bains, France}, author={Lughofer, E. and Hüllermeier, Eyke}, editor={Galichet, S. and Montero, J. and Mauris, G.Editors}, year={2011}, pages={380–387} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 15117
@inproceedings{Fallah Tehrani_Cheng_Hüllermeier_2011, title={Choquistic regression: Generalizing logistic regression using the Choquet integral}, booktitle={in Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-les-Bains, France}, author={Fallah Tehrani, A. and Cheng, W. and Hüllermeier, Eyke}, year={2011}, pages={868–875} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16119
@article{Hirsch_Bösner_Hüllermeier_Senge_Dembczynski_Donner-Banzhoff_2011, title={Multivariate modeling to identify patterns in clinical data: The example of chest pain}, volume={11}, number={155}, journal={BMC Medical Research Methodology}, author={Hirsch, O. and Bösner, S. and Hüllermeier, Eyke and Senge, R. and Dembczynski, K. and Donner-Banzhoff, N.}, year={2011} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16126
@article{Domshlak_Hüllermeier_Kaci_Prade_2011, title={Preferences in AL: An overview}, volume={175}, number={7–8}, journal={Artificial Intelligence}, author={Domshlak, C. and Hüllermeier, Eyke and Kaci, S. and Prade, H.}, year={2011}, pages={1037–1052} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16147
@article{Hüllermeier_2011, title={Fuzzy machine learning and data mining}, volume={1}, number={4}, journal={WIREs Data Mining and Knowledge Discovery}, author={Hüllermeier, Eyke}, year={2011}, pages={269–283} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16148
@article{Mernberger_Klebe_Hüllermeier_2011, title={SEGA: Semi-global graph alignment for structure-based protein comparison}, volume={8}, number={5}, journal={IEEE/ACM Transactions of Computational Biology and Bioinformatics}, author={Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2011}, pages={1330–1343} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16149
@article{Fober_Glinca_Klebe_Hüllermeier_2011, title={Superposition and alignment of labeled point clouds}, volume={8}, number={6}, journal={IEEE/ACM Transactions on Computational Biology and Bioinformatics}, author={Fober, T. and Glinca, S. and Klebe, G. and Hüllermeier, Eyke}, year={2011}, pages={1653–1666} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16150
@article{Hüllermeier_2011, title={Fuzzy sets in machine learning and data mining}, journal={Applied Soft Computing Journal}, author={Hüllermeier, Eyke}, year={2011}, pages={1493–1505} }
LibreCat
2011 | Journal Article | LibreCat-ID: 16153
@article{Senge_Hüllermeier_2011, title={Top-down induction of fuzzy pattern trees}, volume={19}, number={2}, journal={IEEE Transactions on Fuzzy Systems}, author={Senge, Robin and Hüllermeier, Eyke}, year={2011}, pages={241–252} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13194
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2011, title={An exact algorithm for F-measure maximization}, booktitle={In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13195
@inproceedings{Cheng_Fuernkranz_Hüllermeier_Park_2011, title={Preference-based policy iteration: Leveraging preference learning for reinforcement learning}, booktitle={Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, }, author={Cheng, W. and Fuernkranz, J. and Hüllermeier, Eyke and Park, S.H.}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13196
@inproceedings{Fürnkranz_Hüllermeier_2011, title={Learning from label preferences}, booktitle={in Proceedings DS-2011, 14th International Conference on Discovery Science, number 6926 in LNAI}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, editor={Elomaa, T. and Hollmen, J. and Mannila, H.Editors}, year={2011}, pages={2–17} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13197
@inproceedings{Fallah Tehrani_Cheng_Dembczynski_Hüllermeier_2011, title={Learning monotone nonlinear models using the Choquet integral}, booktitle={In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece,}, author={Fallah Tehrani, A. and Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13198
@inproceedings{Hüllermeier_Schlegel_2011, title={Preference-based CBR: First steps toward a methodological framework}, booktitle={In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, number 6880 in LNAI}, publisher={Springer}, author={Hüllermeier, Eyke and Schlegel, P.}, editor={Ram, A. and Wiratunga, N.Editors}, year={2011}, pages={77–91} }
LibreCat
2011 | Conference Paper | LibreCat-ID: 13588
@inproceedings{Kotlowski_Dembczynski_Hüllermeier_2011, title={Bipartite ranking through minimization of univariate loss}, booktitle={in Proceedings ICML-2011, 28th International Conference on Machine Learning, Washington, USA}, author={Kotlowski, W. and Dembczynski, K. and Hüllermeier, Eyke}, year={2011} }
LibreCat
2010 | Book Chapter | LibreCat-ID: 15297
@inbook{Hüllermeier_Hühn_2010, series={Studies in Computational Intelligence}, title={An Analysis of the FURIA algorithm for fuzzy rule induction}, volume={262}, booktitle={Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski}, publisher={Springer}, author={Hüllermeier, Eyke and Hühn, J.}, editor={Koronacki, J. and Ras, Z.W. and Wierzchon, S.T. and Kacprzyk, J.Editors}, year={2010}, pages={321–344}, collection={Studies in Computational Intelligence} }
LibreCat
2010 | Book Chapter | LibreCat-ID: 15298
@inbook{Fürnkranz_Hüllermeier_2010, title={Preference Learning: An Introduction}, booktitle={Preference Learning}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Hüllermeier, EykeEditors}, year={2010}, pages={1–18} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15765
@inproceedings{Fober_Mernberger_Klebe_Hüllermeier_2010, title={Efficient similarity retrieval for protein binding sites based on histogram comparison}, booktitle={In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2010}, pages={51–60} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15772
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2010, title={On label dependence in multi-label classification}, booktitle={In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15118
@inproceedings{Fober_Hüllermeier_2010, title={Similarity measures for protein structures based on fuzzy histogram comparison}, booktitle={in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}, author={Fober, T. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 15119
@inproceedings{Senge_Hüllermeier_2010, title={Pattern trees for regression and fuzzy systems modeling}, booktitle={in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}, author={Senge, Robin and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Journal Article | LibreCat-ID: 16121
@article{Pfeffer_Fober_Hüllermeier_Klebe_2010, title={GARLig: A fully automated tool for subset selection of large fragment spaces via a self-adaptive genetic algorithm}, volume={50}, number={9}, journal={Journal of Chemical Information and Modeling}, author={Pfeffer, P. and Fober, T. and Hüllermeier, Eyke and Klebe, G.}, year={2010}, pages={1644–1659} }
LibreCat
2010 | Journal Article | LibreCat-ID: 16151
@article{Hüllermeier_Vanderlooy_2010, title={Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting}, volume={43}, number={1}, journal={Pattern Recognition}, author={Hüllermeier, Eyke and Vanderlooy, S.}, year={2010}, pages={128–142} }
LibreCat
2010 | Journal Article | LibreCat-ID: 16152
@article{Hüllermeier_Fürnkranz_2010, title={On predictive accuracy and risk minimization in pairwise label ranking}, volume={76}, number={1}, journal={Journal of Computer and System Sciences}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2010}, pages={49–62} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13589
@inproceedings{Dembczynski_Cheng_Hüllermeier_2010, title={Bayes optimal multilabel classification via probalistic classifier chains}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Dembczynski, K. and Cheng, W. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010}, pages={279–286} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13590
@inproceedings{Cheng_Dembczynski_Hüllermeier_2010, title={Label ranking based on the Plackett-Luce model}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010}, pages={215–222} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13591
@inproceedings{Cheng_Dembczynski_Hüllermeier_2010, title={Graded multi-label classification: The ordinal case}, booktitle={in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}, author={Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}, editor={Fürnkranz, J. and Joachims, T.Editors}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13593
@inproceedings{Dembczynski_Waegeman_Cheng_Hüllermeier_2010, title={Regret analysis for performance metrics in multi-label classification: The case of Hamming and subset zero-one loss}, booktitle={In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}, author={Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13594
@inproceedings{Cheng_Rademaker_De Beats_Hüllermeier_2010, title={Predicting partial orders: Ranking with abstention}, booktitle={In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}, author={Cheng, W. and Rademaker, M. and De Beats, B. and Hüllermeier, Eyke}, year={2010} }
LibreCat
2010 | Conference Paper | LibreCat-ID: 13597
@inproceedings{Hüllermeier_2010, title={Uncertainty in clustering and classification }, volume={6379}, number={LNCS}, booktitle={in Proceedings SUM 2010, International Conference on Scalable Uncertainty Management }, publisher={Springer}, author={Hüllermeier, Eyke}, year={2010}, pages={16–19} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15773
@inproceedings{Cheng_Hüllermeier_2009, title={A simple instance-based approach to multilabel classification using the Mallows model}, booktitle={In Proceedings MLD-2009 1st International Workshop on Learning from Multi-Label Data, Bled, Slovenia}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={28–38} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15774
@inproceedings{Senge_Hüllermeier_2009, title={Learning pattern tree classifiers using a co-evolutionary algorithm}, booktitle={in Proceedings 19th Workshop Computational Intelligence, Dortmund Germany}, publisher={KIT Scientific Publishing}, author={Senge, Robin and Hüllermeier, Eyke}, editor={Hoffmann, F. and Hüllermeier, EykeEditors}, year={2009}, pages={22–33} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15775
@inproceedings{Fober_Mernberger_Moritz_Hüllermeier_2009, title={Graph-kernels for the comparative analysis of protein active sites}, booktitle={In Proceedings GCB-2009 German Conference on Bioinformatics Halle (Saale), Germany}, author={Fober, T. and Mernberger, M. and Moritz, R. and Hüllermeier, Eyke}, editor={Grosse, I. and Neumann, S. and Posch, S. and Schreiber, F. and Stadler, P..Editors}, year={2009}, pages={21–31} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15776
@inproceedings{Senge_Hüllermeier_2009, title={Learning pattern tree classifiers using a co-evolutionary algorithm}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany}, author={Senge, Robin and Hüllermeier, Eyke}, year={2009}, pages={105–110} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15778
@inproceedings{Fober_Mernberger_Melnikov_Moritz_Hüllermeier_2009, title={Extension and empirical comparison of graph-kernels for the analysis of protein active sites}, booktitle={In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany}, author={Fober, T. and Mernberger, M. and Melnikov, Vitaly and Moritz, R. and Hüllermeier, Eyke}, year={2009}, pages={30–36} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15120
@inproceedings{Fober_Klebe_Hüllermeier_2009, title={Efficient construction of multiple geometrical alignments for the comparison of protein binding sites}, booktitle={in Proceedings ISDA-2009, 9th international Conference on Intelligent Systems Design and Applications, Pisa, Italy}, author={Fober, T. and Klebe, G. and Hüllermeier, Eyke}, year={2009}, pages={1251–1256} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15194
@inproceedings{Boukhris_Elouedi_Fober_Mernberger_Hüllermeier_2009, title={Similarity analysis of protein binding sites: A generalization of the maximum common subgraph measure based on quasi-clique detection}, booktitle={In Proceedings IDA-2009, 9th International Symposium on Intelligent Data Analysis, Pisa / Italy}, author={Boukhris, I. and Elouedi, Z. and Fober, T. and Mernberger, M. and Hüllermeier, Eyke}, year={2009}, pages={1245–1250} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15195
@inproceedings{Fober_Hüllermeier_2009, title={Fuzzy modeling of labeled point cloud superposition for the comparison of protein binding sites}, booktitle={in Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal}, author={Fober, T. and Hüllermeier, Eyke}, year={2009}, pages={1299–1304} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 15196
@inproceedings{Hüllermeier_Rifqi_2009, title={A fuzzy variant of the Rand index for comparing clustering structures}, booktitle={in Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal}, author={Hüllermeier, Eyke and Rifqi, M.}, year={2009}, pages={1294–1298} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16154
@article{Weskamp_Hüllermeier_Klebe_2009, title={Merging chemical and biological space: Structural mapping of enzyme binding pocket space}, volume={76}, number={2}, journal={Proteins}, author={Weskamp, N. and Hüllermeier, Eyke and Klebe, G.}, year={2009}, pages={317–330} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16158
@article{Hühn_Hüllermeier_2009, title={FURIA: An Algorithm for unordered fuzzy rule induction}, volume={19}, journal={Data Mining and Knowledge Discovery }, author={Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={293–319} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16159
@article{Hüllermeier_Vanderlooy_2009, title={Why fuzzy decision trees are good rankers}, volume={17}, number={6}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Vanderlooy, S.}, year={2009}, pages={1233–1244} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16160
@article{Cheng_Hüllermeier_2009, title={Combining instance-based learning and logistic regression for multilabel classification}, volume={76}, number={2–3}, journal={Machine Learning}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={211–225} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16161
@article{Yi_Fober_Hüllermeier_2009, title={Fuzzy operator trees for modeling rating functions}, volume={8}, number={4}, journal={International Journal of Computational Intelligence and Applications}, author={Yi, Y. and Fober, T. and Hüllermeier, Eyke}, year={2009}, pages={413–428} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16162
@article{Fober_Mernberger_Klebe_Hüllermeier_2009, title={Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules}, volume={25}, number={16}, journal={Bioinformatics}, author={Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}, year={2009}, pages={2110–2117} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16163
@article{Hühn_Hüllermeier_2009, title={FR3: A fuzzy rule learner for inducing reliable classifiers}, volume={17}, number={1}, journal={IEEE Transactions on Fuzzy Systems}, author={Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={138–149} }
LibreCat
2009 | Journal Article | LibreCat-ID: 16165
@article{Hüllermeier_Vladimirskiy_Prados Suarez_Stauch_2009, title={Supporting case-based retrieval by similarity skylines: Basic concepts and extensions}, volume={1}, number={09}, journal={Künstliche Intelligenz}, author={Hüllermeier, Eyke and Vladimirskiy, I. and Prados Suarez, B. and Stauch, E.}, year={2009}, pages={24–29} }
LibreCat
2009 | Book Chapter | LibreCat-ID: 10188
@inbook{Hüllermeier_2009, title={On the usefulness of fuzzy sets in data mining}, booktitle={Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Seising, R.Editor}, year={2009}, pages={457–470} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
@inproceedings{Cheng_Hühn_Hüllermeier_2009, title={Decision tree and instance-based learning for label ranking}, booktitle={in Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada}, author={Cheng, W. and Hühn, J. and Hüllermeier, Eyke}, year={2009}, pages={161–168} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
@inproceedings{Fürnkranz_Hüllermeier_Vanderlooy_2009, title={Binary decomposition methods for multipartite ranking}, booktitle={In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia}, author={Fürnkranz, J. and Hüllermeier, Eyke and Vanderlooy, S.}, year={2009} }
LibreCat
2009 | Conference Paper | LibreCat-ID: 13598
@inproceedings{Cheng_Hüllermeier_2009, title={A new instance-based label ranking approach using the Mallows model. In Advances in Neural Networks}, number={LNCS 5551}, booktitle={in Proceedings 6th International Symposium on Neural Networks, Wuhan, China}, publisher={Springer}, author={Cheng, W. and Hüllermeier, Eyke}, year={2009}, pages={707–716} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
@inproceedings{Hüllermeier_Vanderlooy_2008, title={Weighted voting as approximate MAP prediction in pairwise classification}, booktitle={In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany}, author={Hüllermeier, Eyke and Vanderlooy, S.}, year={2008}, pages={34–41} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
@inproceedings{Fober_Hüllermeier_Mernberger_2008, title={Evolutionary construction of multiple graph alignments for mining structured biomolecular data }, booktitle={In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany}, author={Fober, T. and Hüllermeier, Eyke and Mernberger, M.}, year={2008}, pages={27–33} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
@inproceedings{Fober_Hüllermeier_Mernberger_2008, title={Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules}, booktitle={iIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008}, author={Fober, T. and Hüllermeier, Eyke and Mernberger, M.}, editor={Beyer, A. and Schroeder, M.Editors}, year={2008}, pages={44–53} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
@article{Hühn_Hüllermeier_2008, title={Is an ordinal class structure useful in classifier learning?}, volume={1}, number={1}, journal={International Journal of Data Mining, Modeling and Management }, author={Hühn, J. and Hüllermeier, Eyke}, year={2008}, pages={45–67} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
@article{Hüllermeier_Fürnkranz_Cheng_Brinker_2008, title={Label ranking by learning pairwise preferences}, volume={172}, journal={Artificial Intelligence}, author={Hüllermeier, Eyke and Fürnkranz, J. and Cheng, W. and Brinker, K.}, year={2008}, pages={1897–1917} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16167
@article{Vanderlooy_Hüllermeier_2008, title={A critical analysis of variants of the AUC}, volume={72}, journal={Machine Learning}, author={Vanderlooy, S. and Hüllermeier, Eyke}, year={2008}, pages={247–272} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16168
@article{Fürnkranz_Hüllermeier_Mencia_Brinker_2008, title={Multilabel classification via calibrated label ranking}, volume={73}, number={2}, journal={Machine Learning}, author={Fürnkranz, J. and Hüllermeier, Eyke and Mencia, E. and Brinker, K.}, year={2008}, pages={133–153} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
@article{Hüllermeier_Brinker_2008, title={Learning valued preference structures for solving classification problems}, volume={159}, number={18}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke and Brinker, K.}, year={2008}, pages={2337–2352} }
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
@article{Beringer_Hüllermeier_2008, title={Case-based learning in a bipolar possibilistic framework}, volume={23}, number={10}, journal={International Journal of Intelligent Systems}, author={Beringer, J. and Hüllermeier, Eyke}, year={2008}, pages={1119–1134} }
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
@inbook{Hüllermeier_2008, title={Granular computing in machine learning and data mining}, booktitle={Handbook on Granular Computing}, publisher={John Wiley and Sons}, author={Hüllermeier, Eyke}, editor={Pedrycz, W. and Skowron, A. and Kreinovich, V.Editors}, year={2008}, pages={889–906} }
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
@inbook{Hüllermeier_2008, title={Fuzzy methods in data mining}, booktitle={Encyclopedia of Data Warehousing and Mining - Second Edition}, publisher={Idea Group, Inc.,Hershey, USA}, author={Hüllermeier, Eyke}, year={2008}, pages={907–912} }
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
@inbook{Hüllermeier_Fürnkranz_2008, series={Preferences and Similarities}, title={Learning preference models from data: On the problem of label ranking and its variants}, booktitle={Preferences and Similarities}, publisher={Springer}, author={Hüllermeier, Eyke and Fürnkranz, J.}, editor={Della Riccia, G. and Dubois, D. and Kruse, R. and Lenz, H.J.Editors}, year={2008}, pages={283–304}, collection={Preferences and Similarities} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
@inproceedings{Hüllermeier_Vladimirskiy_Prados Suarez_Stauch_2008, title={Supporting case-based retrieval by similarity skylines: Basic concepts and extensions}, number={LNAI 5239}, booktitle={in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany}, author={Hüllermeier, Eyke and Vladimirskiy, I. and Prados Suarez, B. and Stauch, E.}, editor={Althoff, K.D. and Bergmann, R. and Minor, M. and Hanft, A.Editors}, year={2008}, pages={240–254} }
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
@inproceedings{Cheng_Hüllermeier_2008, title={Learning similarity functions from qualitative feedback}, number={LNAI 5239}, booktitle={in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany}, publisher={Springer}, author={Cheng, W. and Hüllermeier, Eyke}, editor={Althoff, K.D. and Bergmann, R. and Minor, M. and Hanft, A.Editors}, year={2008}, pages={120–134} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
@inproceedings{Cheng_Hüllermeier_Seeger_Vladimirskiy_2007, title={Interactive ranking of skylines using machine learning techniques}, booktitle={In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany}, author={Cheng, W. and Hüllermeier, Eyke and Seeger, B. and Vladimirskiy, I.}, year={2007}, pages={141–148} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15783
@inproceedings{Fober_Hüllermeier_Mernberger_2007, title={Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules}, booktitle={in Proceedings 17th Workshop Computational Intelligence, Dortmund Germany}, author={Fober, T. and Hüllermeier, Eyke and Mernberger, M.}, editor={Mikut, R. and Reischl, M.Editors}, year={2007}, pages={1–14} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
@inproceedings{Vladimirskiy_Hüllermeier_Stauch_2007, title={Similarity search over uncertain archaeological data using a modified skyline operator}, booktitle={In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland}, author={Vladimirskiy, I. and Hüllermeier, Eyke and Stauch, E.}, editor={Wilson, D.C. and Khemani, D.Editors}, year={2007}, pages={31–40} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
@inproceedings{Hüllermeier_Fürnkranz_2007, title={On minimizing the position error in label ranking}, booktitle={In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007}, publisher={Springer}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2007} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
@inproceedings{Brinker_Hüllermeier_2007, series={LNAI}, title={Label ranking in case-based reasoning}, volume={4626}, booktitle={In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland}, publisher={Springer}, author={Brinker, K. and Hüllermeier, Eyke}, editor={Richter, M. and Weber, R.Editors}, year={2007}, pages={77–91}, collection={LNAI} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
@inproceedings{Beringer_Hüllermeier_2007, title={Efficient instance-based learning on data streams}, booktitle={In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig}, publisher={Springer}, author={Beringer, J. and Hüllermeier, Eyke}, editor={Perner, P.Editor}, year={2007}, pages={34–48} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
@inproceedings{Brinker_Hüllermeier_2007, title={Case-based multilabel ranking}, booktitle={in Proceedings IJCAI-07, 20th international Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007}, author={Brinker, K. and Hüllermeier, Eyke}, year={2007}, pages={701–707} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
@inproceedings{Hüllermeier_Brinker_2007, title={Fuzzy-relational classificaton : Combining pairwise decomposition techniques with fuzzy preference modeling}, volume={1}, booktitle={in Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic}, author={Hüllermeier, Eyke and Brinker, K.}, year={2007}, pages={353–360} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
@inproceedings{Beringer_Hüllermeier_2007, title={Adaptive optimization of the number of clusters in fuzzy clustering, London 2007}, booktitle={in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems}, author={Beringer, J. and Hüllermeier, Eyke}, year={2007} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 15199
@inproceedings{Hüllermeier_Weskamp_Klebe_Kuhn_2007, title={Graph alignment: Fuzzy pattern mining for the structural analysis of protein active sites}, booktitle={in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London}, author={Hüllermeier, Eyke and Weskamp, N. and Klebe, G. and Kuhn, D.}, year={2007} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16170
@article{Hüllermeier_Yi_2007, title={In defense of fuzzy association analysis}, volume={37}, number={4}, journal={IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics}, author={Hüllermeier, Eyke and Yi, Y.}, year={2007}, pages={1039–1043} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
@article{Hüllermeier_2007, title={Credible case-based inference using similarity profiles}, volume={19}, number={5}, journal={IEEE Transactions on Knowledge and Data Engineering}, author={Hüllermeier, Eyke}, year={2007}, pages={847–858} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
@article{Beringer_Hüllermeier_2007, title={Efficient instance-based learning on data streams}, volume={11}, number={6}, journal={Intelligent Data Analysis}, author={Beringer, J. and Hüllermeier, Eyke}, year={2007}, pages={627–650} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
@article{Dubois_Hüllermeier_2007, title={Comparing probability measures using possibility theory: A notion of relative peakedness}, volume={45}, number={2}, journal={International Journal of Approximate Reasoning}, author={Dubois, D. and Hüllermeier, Eyke}, year={2007}, pages={364–385} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
@article{Weskamp_Hüllermeier_Kuhn_Klebe_2007, title={Multiple graph aligment for the structural analysis of protein active sites}, volume={4}, number={2}, journal={IEEE/ACM Transactions of Computational Biology and Bioinformatics}, author={Weskamp, N. and Hüllermeier, Eyke and Kuhn, D. and Klebe, G.}, year={2007}, pages={310–320} }
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
@article{Karimi_Hüllermeier_2007, title={Risk assessment for natural hazards: A new approach based on fuzzy probability}, volume={158}, number={9}, journal={Fuzzy Sets and Systems}, author={Karimi, I. and Hüllermeier, Eyke}, year={2007}, pages={987–999} }
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
@inbook{Hüllermeier_2007, title={Why fuzzy set theory is useful in data mining}, booktitle={Successes and New Directions in Data Mining}, publisher={Information Science Reference, Hershey, New York}, author={Hüllermeier, Eyke}, editor={Masseglia, F. and Poncelet, P. and Teisseire, M.Editors}, year={2007}, pages={1–16} }
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
@inbook{Beringer_Hüllermeier_2007, title={Fuzzy clustering of parallel data streams}, booktitle={Advances in Fuzzy Clustering and its Applications }, publisher={John Wiley and Sons}, author={Beringer, J. and Hüllermeier, Eyke}, editor={Valente de Oliveira, J. and Pedrycz, W.Editors}, year={2007}, pages={333–352} }
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
@inbook{Hüllermeier_2007, title={Fuzzy methods for data mining and machine learning: State of the art and prospects}, booktitle={Fuzzy Sets and their Extensions: Representation, Aggregation and Models}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2007}, pages={355–374} }
LibreCat
2007 | Book | LibreCat-ID: 16282
@book{Hüllermeier_2007, series={Series B: Mathematical and Statistical Methods}, title={Case-based Approximate Reasoning}, volume={44}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2007}, collection={Series B: Mathematical and Statistical Methods} }
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
@inproceedings{Sulzmann_Fürnkranz_Hüllermeier_2007, title={On pairwise Naive Bayes classifiers}, booktitle={In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland}, publisher={Springer}, author={Sulzmann, J.N. and Fürnkranz, J. and Hüllermeier, Eyke}, year={2007} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
@inproceedings{Beringer_Hüllermeier_2006, title={Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006}, booktitle={in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany}, author={Beringer, J. and Hüllermeier, Eyke}, editor={Mikut, R. and Reischl, M.Editors}, year={2006}, pages={140–149} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
@inproceedings{Hüllermeier_Brinker_2006, title={Classification via fuzzy preference learning}, booktitle={in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany}, author={Hüllermeier, Eyke and Brinker, K.}, editor={Mikut, R. and Reischl, M.Editors}, year={2006}, pages={190–199} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
@inproceedings{Hüllermeier_2006, title={Credible case-based inference using similarity profiles}, booktitle={In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey}, author={Hüllermeier, Eyke}, editor={Minor, M.Editor}, year={2006}, pages={230–242} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
@inproceedings{Bade_Hüllermeier_Nürnberger_2006, title={Hierarchical classification by expected utility maximization}, booktitle={In Proceedings ICDM-2006, IEEE International Conference on Data Mining}, publisher={IEEE Computer Society Press}, author={Bade, K. and Hüllermeier, Eyke and Nürnberger, A.}, year={2006}, pages={43–52} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
@inproceedings{Brinker_Hüllermeier_2006, title={Case-based label ranking}, booktitle={In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006}, publisher={Springer}, author={Brinker, K. and Hüllermeier, Eyke}, year={2006}, pages={566–573} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
@inproceedings{Brinker_Fuernkranz_Hüllermeier_2006, title={A unified model for multilabel classification and ranking}, booktitle={In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy}, author={Brinker, K. and Fuernkranz, J. and Hüllermeier, Eyke}, editor={Brewka, G. and Coradeschi, S. and Perini, A. and Traverso, P.Editors}, year={2006}, pages={489–493} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15201
@inproceedings{Hüllermeier_2006, title={Integrating instance-based learning and logistic regression}, booktitle={In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France}, author={Hüllermeier, Eyke}, year={2006} }
LibreCat
2006 | Conference Paper | LibreCat-ID: 15213
@inproceedings{Hüllermeier_2006, title={The Choquet integral as an aggregation operator in case-based learning}, booktitle={in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={2006}, pages={615–628} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
@article{Dubois_Hüllermeier_Prade_2006, title={A systematic approach to the assessment of fuzzy association rules}, volume={13}, number={2}, journal={Data Mining and Knowledge Discovery}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2006}, pages={167–192} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
@article{Dubois_Hüllermeier_Prade_2006, title={Fuzzy methods in case-based recommendation and decision support}, volume={27}, journal={Journal of Intelligent Information Systems}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2006}, pages={95–115} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
@article{Hüllermeier_Beringer_2006, title={Learning from ambiguously labeled examples}, volume={10}, number={5}, journal={Intelligent Data Analysis}, author={Hüllermeier, Eyke and Beringer, J.}, year={2006}, pages={419–440} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
@article{Block_Paern_Hüllermeier_Sanschagrin_Sotriffer_Klebe_2006, title={Physicochemical descriptors to discriminate protein interactions in permanent and transient complexes by means of machine learning algorithms}, volume={65}, number={3}, journal={Proteins: Structure, Function and Bioinformatics}, author={Block, P. and Paern, J. and Hüllermeier, Eyke and Sanschagrin, P. and Sotriffer, C. and Klebe, G.}, year={2006}, pages={607–622} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
@article{Kuhn_Weskamp_Schmitt_Hüllermeier_Klebe_2006, title={From the similarity analysis of protein cavities to the functional classification of protein families using Cavbase}, volume={359}, number={4}, journal={Journal of Molecular Biology}, author={Kuhn, D. and Weskamp, N. and Schmitt, S. and Hüllermeier, Eyke and Klebe, G.}, year={2006}, pages={1023–1044} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
@article{Beringer_Hüllermeier_2006, title={Online clustering of parallel data streams}, volume={58}, number={2}, journal={Data and Knowledge Engineering}, author={Beringer, J. and Hüllermeier, Eyke}, year={2006}, pages={180–204} }
LibreCat
2006 | Journal Article | LibreCat-ID: 16195
@article{Karimi_Hüllermeier_Meskouris_2006, title={A fuzzy-probablistic earthquake risk assessment system}, volume={11}, number={3}, journal={Soft Computing}, author={Karimi, I. and Hüllermeier, Eyke and Meskouris, K.}, year={2006}, pages={229–238} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
@inproceedings{Brinker_Hüllermeier_2005, title={Calibrated label-ranking}, booktitle={In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada}, publisher={http://web.mit.edu/shivani/www/Ranking-NIPS-05/.}, author={Brinker, K. and Hüllermeier, Eyke}, editor={Agarwal, S. and Cortes, C. and Herbrich, R.Editors}, year={2005}, pages={1–6} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15800
@inproceedings{Hüllermeier_Fürnkranz_Beringer_2005, title={On position error and label ranking through iterated choice}, booktitle={In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany }, author={Hüllermeier, Eyke and Fürnkranz, J. and Beringer, J.}, year={2005}, pages={158–163} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 14839
@inproceedings{Hüllermeier_NN_2005, title={A method for combining interacting pieces of evidence in case-based learning}, booktitle={in Proceedings IJCAI-05, 19th international Joint Conference on Artificial Intelligence, Edingburgh, Scotland}, author={Hüllermeier, Eyke and NN, Cho-k}, editor={Kaelbling, L. and Saffiotti, A.Editors}, year={2005}, pages={3–8} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 14840
@inproceedings{Hüllermeier_Fürnkranz_2005, series={LNCS}, title={Learning label preferences: Ranking error versus position error}, volume={3646}, booktitle={In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid}, publisher={Springer}, author={Hüllermeier, Eyke and Fürnkranz, J.}, editor={Famili, A. and Kok, J. and Pena, J. and Siebes, A. and Feelders, A.Editors}, year={2005}, pages={180–191}, collection={LNCS} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 14841
@inproceedings{Hüllermeier_Beringer_2005, series={LNAI}, title={Learning from ambiguously labeled examples}, volume={3646}, booktitle={In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid}, publisher={Springer}, author={Hüllermeier, Eyke and Beringer, J.}, editor={Famili, A. and Kok, J. and Pena, J. and Siebes, A. and Feelders, A.Editors}, year={2005}, pages={168–179}, collection={LNAI} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15105
@inproceedings{Dubois_Hüllermeier_2005, title={A notion of comarative probabilistic entroy based on the possibilistic specificity ordering}, booktitle={in Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain}, author={Dubois, D. and Hüllermeier, Eyke}, year={2005} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15214
@inproceedings{Karimi_Hüllermeier_2005, title={A fuzzy-probablistic risk assessment system for natural disasters}, booktitle={in Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China}, author={Karimi, I. and Hüllermeier, Eyke}, year={2005}, pages={1147–1153} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15215
@inproceedings{Lughofer_Hüllermeier_Klement_2005, title={Improving the interpretability of data-driven evolving fuzzy systems}, booktitle={in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain}, author={Lughofer, E. and Hüllermeier, Eyke and Klement, E.}, year={2005} }
LibreCat
2005 | Conference Paper | LibreCat-ID: 15216
@inproceedings{Yi_Hüllermeier_2005, title={Learning complexity-boundet rule-based classifiers by combining association analysis and genetic algorithms}, booktitle={in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain}, author={Yi, Y. and Hüllermeier, Eyke}, year={2005} }
LibreCat
2005 | Journal Article | LibreCat-ID: 16174
@article{Hüllermeier_2005, title={Fuzzy sets in machine learning and data mining: Status and prospects}, volume={156}, number={3}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={2005}, pages={387–406} }
LibreCat
2005 | Journal Article | LibreCat-ID: 16178
@article{Hüllermeier_2005, title={Experience-based decision making: A satisficing decision tree approach}, volume={35}, number={5}, journal={IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans}, author={Hüllermeier, Eyke}, year={2005}, pages={641–653} }
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
@article{Balasubramaniyan_Hüllermeier_Weskamp_Kämper_2005, title={Clustering of gene expression data using a local shape-based similarity measure}, volume={21}, number={7}, journal={Bioinformatics}, author={Balasubramaniyan, R. and Hüllermeier, Eyke and Weskamp, N. and Kämper, J.}, year={2005}, pages={1069–1077} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
@inproceedings{Dubois_Hüllermeier_Prade_2004, title={A systematic approach to the assessment of fuzzy association rules}, booktitle={In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Cubero, JC. and Sanchez, D. and Ras, Z. and Sudkamp, T.Editors}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
@inproceedings{Weskamp_Hüllermeier_Kuhn_Klebe_2004, series={Lecture Notes in Informatics, Bielefeld, Germany}, title={Graph alignments: A new concept to detect conserved regions in protein active sites}, booktitle={In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany}, publisher={Springer}, author={Weskamp, N. and Hüllermeier, Eyke and Kuhn, D. and Klebe, G.}, editor={Giegerich, R. and Stoye, J.Editors}, year={2004}, pages={131–140}, collection={Lecture Notes in Informatics, Bielefeld, Germany} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 14842
@inproceedings{Hüllermeier_2004, title={Instance-based prediction with guaranteed confidence}, booktitle={In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain}, publisher={IOS Press}, author={Hüllermeier, Eyke}, editor={Lopez de Mantaras, R. and Saitta, L.Editors}, year={2004}, pages={97–101} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
@inproceedings{Hüllermeier_Fürnkranz_2004, title={Comparison of ranking procedures in pairwise preference learning}, booktitle={In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15218
@inproceedings{Hüllermeier_Fürnkranz_2004, title={Ranking by pairwise comparison: A note on risk minimization}, booktitle={in Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary}, author={Hüllermeier, Eyke and Fürnkranz, J.}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15219
@inproceedings{Karimi_Hüllermeier_Meskouris_2004, title={An earthquake risk assessment method based on fuzzy probability}, booktitle={in Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien}, author={Karimi, I. and Hüllermeier, Eyke and Meskouris, K.}, year={2004} }
LibreCat
2004 | Conference Paper | LibreCat-ID: 15220
@inproceedings{Hüllermeier_Beringer_2004, title={Learning decision rules from positive and negative preferences}, booktitle={In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy}, author={Hüllermeier, Eyke and Beringer, J.}, year={2004} }
LibreCat
2004 | Journal Article | LibreCat-ID: 16185
@article{Hüllermeier_Renners_Grauel_2004, title={An evolutionary approach to constraints-regularized learning}, volume={11}, number={2–3}, journal={Mathware and Soft Computing}, author={Hüllermeier, Eyke and Renners, I. and Grauel, A.}, year={2004}, pages={109–124} }
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
@article{Weskamp_Kuhn_Hüllermeier_Klebe_2004, title={Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing}, volume={20}, number={10}, journal={Bioinformatics}, author={Weskamp, N. and Kuhn, D. and Hüllermeier, Eyke and Klebe, G.}, year={2004}, pages={1522–1526} }
LibreCat
2004 | Journal Article | LibreCat-ID: 16187
@article{Hüllermeier_2004, title={Flexible constraints for regularization in learning from data}, volume={19}, number={6}, journal={International Journal of Intelligent Systems}, author={Hüllermeier, Eyke}, year={2004}, pages={525–541} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15802
@inproceedings{Weskamp_Kuhn_Hüllermeier_Klebe_2003, title={Efficient similarity search in protein structure databases: Improving clique-detection through geometric hashing}, booktitle={In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany}, author={Weskamp, N. and Kuhn, D. and Hüllermeier, Eyke and Klebe, G.}, year={2003} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15803
@inproceedings{Hüllermeier_2003, series={2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany}, title={Instance-based learning of credible label sets}, booktitle={In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Günter, A. and Kruse, R. and Neumann, B.Editors}, year={2003}, collection={2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15065
@inproceedings{Hüllermeier_2003, series={ Lecture Notes in Computer Science, Berlin}, title={Regularized learning with flexible constraints}, volume={2810}, booktitle={In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Berthold, M.R. and Lenz, H.J. and Bradley, E. and Kruse, R. and Borgelt, C.Editors}, year={2003}, collection={ Lecture Notes in Computer Science, Berlin} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15066
@inproceedings{Fürnkranz_Hüllermeier_2003, title={Pairwise preference learning and ranking}, booktitle={In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia}, publisher={Springer}, author={Fürnkranz, J. and Hüllermeier, Eyke}, year={2003} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15221
@inproceedings{Hüllermeier_2003, title={Instance-based collaborative filtering with fuzzy labels}, booktitle={in Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany}, author={Hüllermeier, Eyke}, year={2003}, pages={468–473} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15222
@inproceedings{Dubois_Hüllermeier_Prade_2003, series={LNAI}, title={A note on quality measures for fuzzy association rules}, volume={2715}, booktitle={in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Bilgic, T. and De Beats, B. and Kaynak, O.Editors}, year={2003}, pages={648–677}, collection={LNAI} }
LibreCat
2003 | Conference Paper | LibreCat-ID: 15223
@inproceedings{Hüllermeier_2003, series={LNAI}, title={Inducing fuzzy concepts through extended version space learning}, volume={2715}, booktitle={in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Bilgic, T. and De Beats, B. and Kaynak, O.Editors}, year={2003}, pages={648–677}, collection={LNAI} }
LibreCat
2003 | Journal Article | LibreCat-ID: 16188
@article{Hüllermeier_2003, title={Possibilistic instance-based learning}, volume={148}, number={1–2}, journal={Artificial Intelligence}, author={Hüllermeier, Eyke}, year={2003}, pages={335–383} }
LibreCat
2003 | Journal Article | LibreCat-ID: 16189
@article{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2003, title={Flexibility and case-based evaluation in querying: An Illustration in an experimental setting}, volume={11}, number={1}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, year={2003}, pages={43–66} }
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
@article{Dubois_Hüllermeier_Prade_2003, title={On the representation of fuzzy rules in terms of crisp rules}, volume={151}, journal={Information Sciences}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2003}, pages={301–326} }
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
@inbook{Hüllermeier_2003, title={Sequential decision making in heuristic search}, booktitle={Planning Based on Decision Theory (CISM Courses and Lectures No.472)}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Della Riccia, G. and Dubois, D. and Kruse, R. and Lenz, H.J.Editors}, year={2003} }
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
@inbook{Dubois_Hüllermeier_Prade_2003, series={Advances in Computational Management Sciences}, title={Possibilistic case-based decisions}, volume={6}, booktitle={Connectionist Approaches in Economics and Management Sciences}, publisher={Kluwer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Lesage, C. and Cottrell, M.Editors}, year={2003}, collection={Advances in Computational Management Sciences} }
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
@inbook{Hüllermeier_Beringer_2003, title={Mining implication-based fuzzy association rules in databases}, booktitle={Intelligent Systems for information processing: From representation to applications}, publisher={Elsevier}, author={Hüllermeier, Eyke and Beringer, J.}, editor={Bouchon-Meunier, B. and Foulloy, L. and Yager, R.R..Editors}, year={2003} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
@inproceedings{Hüllermeier_2002, title={On the representation and combination of evidence in instance-based learning}, booktitle={In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France}, publisher={IOS Press}, author={Hüllermeier, Eyke}, year={2002}, pages={360–364} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
@inproceedings{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2002, title={A fuzzy set approach to flexible case-based querying: methodology and experimentation}, booktitle={in Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France}, publisher={Morgan Kaufmann}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, editor={Fensel, D. and Giunchiglia, F. and Mc Guinness, D. and Williams, M.A.Editors}, year={2002}, pages={449–458} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15098
@inproceedings{Hüllermeier_2002, title={Association rules for expressing gradual dependencies}, booktitle={in Proceedings PKDD-02 6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2002}, pages={200–211} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
@inproceedings{Hüllermeier_2002, title={Possibilistic induction in decision tree learning}, booktitle={in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2002}, pages={173–184} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
@inproceedings{Hüllermeier_2002, title={Mining implication-based fuzzy association rules in databases}, booktitle={In Proceedings IPMU-2002 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems,Annecy, France}, author={Hüllermeier, Eyke}, year={2002}, pages={101–108} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
@inproceedings{Hüllermeier_2002, title={Exploiting similarity and experience in decision making}, booktitle={in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii}, author={Hüllermeier, Eyke}, year={2002}, pages={729–734} }
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
@inproceedings{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2002, title={Case-based quering and prediction: A fuzzy set approach}, booktitle={in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, year={2002}, pages={735–740} }
LibreCat
2002 | Journal Article | LibreCat-ID: 16191
@article{Hüllermeier_Dubois_Prade_2002, title={Model adaption in possibilistic instance-based reasoning}, volume={10}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2002}, pages={333–339} }
LibreCat
2002 | Journal Article | LibreCat-ID: 16192
@article{Dubois_Hüllermeier_Prade_2002, title={Fuzzy set-based methods in instance-based reasoning}, volume={10}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2002}, pages={322–332} }
LibreCat
2002 | Book Chapter | LibreCat-ID: 16232
@inbook{Hüllermeier_Dubois_Prade_2002, title={Knowledge-based extrapolation of cases: A possibilistic approach}, booktitle={Technologies for Constructing Intelligent Systems}, publisher={Springer}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, editor={Bouchon-Meunier, B. and Gutierrez-Rios, J. and Magdalena, L. and Yager, R.R.Editors}, year={2002}, pages={377–390} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15300
@inproceedings{Hüllermeier_2001, title={Experience-based decision making and learning from examples}, booktitle={In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2001} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15805
@inproceedings{Hüllermeier_2001, title={Possibilistic instance-based learning}, booktitle={In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany}, author={Hüllermeier, Eyke}, year={2001}, pages={108–115} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15806
@inproceedings{Hüllermeier_2001, title={Implication-based fuzzy association rules}, booktitle={In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany}, author={Hüllermeier, Eyke}, year={2001}, pages={93–99} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15807
@inproceedings{Hüllermeier_Dubois_Prade_2001, title={Instance-based prediction in the framework of possibility theory}, booktitle={In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2001} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15106
@inproceedings{Hüllermeier_2001, series={LNAI}, title={Implication-based fuzzy association rules}, volume={2168}, booktitle={in Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Raedt, De. and Siebes, A.Editors}, year={2001}, pages={241–252}, collection={LNAI} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15229
@inproceedings{Hüllermeier_2001, series={LNCS}, title={Fuzzy association rules: Semantic issues and quality measures}, volume={2206}, booktitle={in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={2001}, pages={380–391}, collection={LNCS} }
LibreCat
2001 | Conference Paper | LibreCat-ID: 15230
@inproceedings{Dubois_Hüllermeier_Prade_2001, title={Toward the representation of implication-based fuzzy rules in terms of crisp rules}, booktitle={in Proceedings IFSA/NAFIPS-2001 Joint 9th World Congress of the International Fuzzy Systems Association and 20th Internatinonal Conference of the North American Fuzzy Information Processing Society, Vancouver, Canada}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2001}, pages={1592–1597} }
LibreCat
2001 | Journal Article | LibreCat-ID: 16193
@article{Hüllermeier_2001, title={Similarity-based inference as evidential reasoning}, volume={26}, journal={International Journal of Approximate Reasoning}, author={Hüllermeier, Eyke}, year={2001}, pages={67–100} }
LibreCat
2001 | Book Chapter | LibreCat-ID: 16231
@inbook{Hüllermeier_2001, title={Machinelles Lernen und Komplexität}, booktitle={Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen}, publisher={Metropolis}, author={Hüllermeier, Eyke}, editor={Haslinger, F. and Weise, P.Editors}, year={2001}, pages={255–288} }
LibreCat
2001 | Book Chapter | LibreCat-ID: 16233
@inbook{Kraft_Hüllermeier_Weise_2001, title={Empirische Überprüfung eines synergetischen Konjunkturmodells}, booktitle={Studien zur Evoltorischen Ökonomik IV}, publisher={Duncker & Humblot, Berlin}, author={Kraft, M. and Hüllermeier, Eyke and Weise, P.}, editor={Lorenz, H.-W. and Meyer, B.Editors}, year={2001}, pages={11–44} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15301
@inproceedings{Hüllermeier_2000, title={Fuzzy dynamics: Methodological framework and applications of compartmental modeling}, booktitle={in Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium}, author={Hüllermeier, Eyke}, editor={Dubois, D.M.Editor}, year={2000} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15302
@inproceedings{Gueroguieva_Nestorov_Rowland_Hüllermeier_2000, place={European Journal of Pharmaceutical Sciences}, title={In vitro-in vivo hepatic clearance prediction using fuzzy sets}, volume={11}, booktitle={in Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 }, author={Gueroguieva, I. and Nestorov, I. and Rowland, M. and Hüllermeier, Eyke}, year={2000}, pages={S22} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15808
@inproceedings{Dubois_Hüllermeier_Prade_2000, title={Flexible control of case-based prediction in the framework of possibility theory}, booktitle={In Proceedings RàPC-2000, Raisonnement à partir de Cas, Toulouse, France}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2000}, pages={7–16} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 14844
@inproceedings{Hüllermeier_2000, title={Similarity-based inference as evidential reasoning}, booktitle={In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany}, publisher={IOS Press}, author={Hüllermeier, Eyke}, editor={Horn, W.Editor}, year={2000}, pages={50–54} }
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2000 | Conference Paper | LibreCat-ID: 14845
@inproceedings{Hüllermeier_2000, title={Focusing search by using problem solving experience}, booktitle={In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany}, publisher={IOS Press}, author={Hüllermeier, Eyke}, editor={Horn, W.Editor}, year={2000}, pages={55–59} }
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2000 | Conference Paper | LibreCat-ID: 15063
@inproceedings{Hüllermeier_2000, title={Change detection in heuristic search}, booktitle={Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas}, author={Hüllermeier, Eyke}, year={2000}, pages={898–903} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15108
@inproceedings{Hüllermeier_2000, title={A method for predicting solutions in case-based problem solving}, booktitle={in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Blanzieri, E. and Portinale, L.Editors}, year={2000}, pages={124–135} }
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2000 | Conference Paper | LibreCat-ID: 15109
@inproceedings{Dubois_Hüllermeier_Prade_2000, title={Flexible control of case-based prediction in the framework of possibility theory}, booktitle={in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Blanzieri, E. and Portinale, L.Editors}, year={2000}, pages={61–73} }
LibreCat
2000 | Conference Paper | LibreCat-ID: 15231
@inproceedings{Hüllermeier_Dubois_Prade_2000, title={Knowledge-based extrapolution of cases: A possibilistic approach}, booktitle={In Proceedings IPMU-2000 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Madrid, Spain}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2000}, pages={1575–1582} }
LibreCat
2000 | Journal Article | LibreCat-ID: 16196
@article{Hüllermeier_Giersch_2000, title={Fuzzy dynamics and applications in biological systems modelling}, volume={38}, journal={Systems Analysis, Modelling, Simulation}, author={Hüllermeier, Eyke and Giersch, C.}, year={2000}, pages={29–50} }
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2000 | Journal Article | LibreCat-ID: 16198
@article{Hüllermeier_Kraft_Weise_2000, title={Evaluation and specification of a synergetic business cycle model with German data}, journal={Homo Oeconomicus XVI}, author={Hüllermeier, Eyke and Kraft, M. and Weise, P.}, year={2000} }
LibreCat
2000 | Book Chapter | LibreCat-ID: 16234
@inbook{Dubois_Hüllermeier_Prade_2000, title={Formalizing case-based inference using fuzzy rules}, booktitle={Soft Computing in Case-Based Reasoning}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Pal, S.K. and So, D.Y. and Dillon, T.Editors}, year={2000}, pages={47–72} }
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1999 | Conference Paper | LibreCat-ID: 15809
@inproceedings{Hüllermeier_Dubois_Prade_1999, title={Fuzzy rules in case-based reasoning}, booktitle={In Proceedings RàPC-1999, Raisonnement à partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={1999}, pages={45–54} }
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1999 | Conference Paper | LibreCat-ID: 15062
@inproceedings{Hüllermeier_1999, title={Toward a probabilistic formalization of case-based inference}, booktitle={in Proceedings IJCAI-99, 16th international Joint Conference on Artificial Intelligence, Stockholm, Sweden}, publisher={Morgan Kaufmann}, author={Hüllermeier, Eyke}, editor={Dean, T.Editor}, year={1999}, pages={248–253} }
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1999 | Conference Paper | LibreCat-ID: 15107
@inproceedings{Hüllermeier_1999, series={LNCS}, title={Exploiting similarity for supporting data analysis and problem solving}, volume={1642}, booktitle={In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Hand, D.J. and Kok, J.N. and Berthold, M.R.Editors}, year={1999}, pages={257–268}, collection={LNCS} }
LibreCat
1999 | Conference Paper | LibreCat-ID: 15232
@inproceedings{Hüllermeier_Dubois_Prade_1999, title={Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation}, booktitle={in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, editor={Zimmermann, H.J.Editor}, year={1999} }
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1999 | Conference Paper | LibreCat-ID: 15233
@inproceedings{Hüllermeier_1999, title={Toward models of case-based decision making}, booktitle={in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1999} }
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1999 | Conference Paper | LibreCat-ID: 15234
@inproceedings{Hüllermeier_1999, series={LNCS}, title={A possibilistic formalization of case-based reasoning and decision making}, volume={1625}, booktitle={in Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={1999}, pages={411–420}, collection={LNCS} }
LibreCat
1999 | Journal Article | LibreCat-ID: 16199
@article{Hüllermeier_1999, title={Numerical methods for fuzzy initial value problems}, volume={7}, number={5}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={Hüllermeier, Eyke}, year={1999}, pages={439–461} }
LibreCat
1999 | Journal Article | LibreCat-ID: 16200
@article{Hüllermeier_1999, title={Approximation of uncertain funtional relationships}, volume={101}, number={2}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={1999}, pages={227–240} }
LibreCat
1999 | Book Chapter | LibreCat-ID: 16235
@inbook{Hüllermeier_1999, title={Qualitatives Schließen und Qualitative Simulation}, booktitle={Modellierung, Simulation und Künstliche Intelligenz}, publisher={SCS Publishing House, Erlangen}, author={Hüllermeier, Eyke}, editor={Szczerbicka, H. and Uthmann, T.Editors}, year={1999}, pages={277–310} }
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1998 | Conference Paper | LibreCat-ID: 15288
@inproceedings{Hüllermeier_Giersch_1998, title={Fuzzy sets and modelling of uncertainty in biological systems}, booktitle={In Proceedings IPMU-98 7th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne}, publisher={Editions E.D.K.}, author={Hüllermeier, Eyke and Giersch, C.}, year={1998}, pages={1857–1864} }
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1998 | Conference Paper | LibreCat-ID: 15289
@inproceedings{Hüllermeier_1998, title={A Bayesian approach to case-based probalistic reasoning}, booktitle={In Proceedings IPMU-98 7th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne}, publisher={Editions E.D.K.}, author={Hüllermeier, Eyke}, year={1998}, pages={1296–1303} }
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1998 | Conference Paper | LibreCat-ID: 15303
@inproceedings{Hüllermeier_1998, title={Numerical solutions for fuzzy initial value problems}, booktitle={in Proceedings CESA-98, IMACS Multiconference on Computaional Engineering in Systems Applications, Symposium on Applied Mathematics and Optimization, Nabeul-Hammamet, Tunesia}, author={Hüllermeier, Eyke}, editor={Borne, P. and Ksouri, M. and El Kamel, A.Editors}, year={1998} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15810
@inproceedings{Hüllermeier_1998, title={Case-based probality and case-based decision making}, booktitle={in Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany}, author={Hüllermeier, Eyke}, editor={Gierl, L. and Lenz, M.Editors}, year={1998}, pages={13–22} }
LibreCat
1998 | Conference Paper | LibreCat-ID: 15287
@inproceedings{Hüllermeier_1998, title={Fuzzy dynamics of compartmental systems}, booktitle={in Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1998} }
LibreCat
1997 | Dissertation | LibreCat-ID: 23925
@book{Hüllermeier_1997, series={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, title={Reasoning about Systems based on Incomplete and Uncertain Models}, volume={20}, publisher={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn}, author={Hüllermeier, Eyke}, year={1997}, collection={Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn} }
LibreCat
1997 | Conference Paper | LibreCat-ID: 15290
@inproceedings{Hüllermeier_1997, title={Hierarchical propagation of uncertain constraints}, booktitle={in Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1997}, pages={953–957} }
LibreCat
1997 | Conference Paper | LibreCat-ID: 15291
@inproceedings{Hüllermeier_1997, title={Approximation of fuzzy functions}, booktitle={in Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany}, author={Hüllermeier, Eyke}, editor={Grauel, A. and Becker, W. and Belli, F.Editors}, year={1997}, pages={374–381} }
LibreCat
1997 | Conference Paper | LibreCat-ID: 15811
@inproceedings{Hüllermeier_1997, title={Modellierung und Simulation unsicherer dynamischer Systeme und Anwendungen in der Diagnose}, booktitle={In Proceedings ASIM Fachgruppentagung Soft Computing}, author={Hüllermeier, Eyke}, editor={Möller, D.P.F. and Richter, O.Editors}, year={1997} }
LibreCat
1997 | Journal Article | LibreCat-ID: 16201
@article{Hüllermeier_1997, title={A new approach to modelling and simulation of uncertain dynamical systems}, volume={5}, number={2}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={Hüllermeier, Eyke}, year={1997}, pages={117–137} }
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1996 | Conference Paper | LibreCat-ID: 15292
@inproceedings{Hüllermeier_1996, title={Approminate probabilistic reasoning with fuzzy constraints}, booktitle={in Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1996} }
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1996 | Conference Paper | LibreCat-ID: 15293
@inproceedings{Hüllermeier_1996, title={A fuzzy simulation method}, booktitle={International Symposium on Soft Computing, Reading U.K.}, publisher={ICSC Academic Press}, author={Hüllermeier, Eyke}, editor={Anderson, P.G. and Warwick, K.Editors}, year={1996}, pages={B230–B236} }
LibreCat
1996 | Conference Paper | LibreCat-ID: 15304
@inproceedings{Hüllermeier_1996, title={Hierarchical constraint propagation based on interval arithmetic}, booktitle={in Proceedings Interval-96 international Conference on Interval Methods and Computer Aided Proofs in Science and Engineering, Würzburg}, author={Hüllermeier, Eyke}, year={1996}, pages={54–55} }
LibreCat
1995 | Conference Paper | LibreCat-ID: 15294
@inproceedings{Hüllermeier_1995, title={Towards modelling of fuzzy functions}, booktitle={in Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1995}, pages={150–154} }
LibreCat
1995 | Conference Paper | LibreCat-ID: 15295
@inproceedings{Hüllermeier_1995, title={Rule-based modelling in fuzzy simulation}, booktitle={in Proceedings ISFL-95 International Symposium on Logic, Zürich}, publisher={ICSC Academic Press}, author={Hüllermeier, Eyke}, year={1995}, pages={B49–B56} }
LibreCat
1995 | Conference Paper | LibreCat-ID: 15305
@inproceedings{Hüllermeier_1995, title={Fuzzy polynomial and spline interpolation}, booktitle={in Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin}, publisher={Gordon and Breach Publishers}, author={Hüllermeier, Eyke}, year={1995}, pages={401–404} }
LibreCat
1995 | Book Chapter | LibreCat-ID: 16236
@inbook{Hüllermeier_1995, title={Konjunkturzyklen aufgrund von Investitionsinterdependenzen: Simulation und empirische Überprüfung}, booktitle={Moderne Makroökonomie-Eine kritische Bestandsaufnahme}, publisher={Metropolis}, author={Hüllermeier, Eyke}, editor={Flemmig, J.Editor}, year={1995}, pages={413–454} }
LibreCat
1994 | Conference Paper | LibreCat-ID: 15296
@inproceedings{Hüllermeier_1994, title={Approximate solution of a linear programming problem using a modified perceptron-algorithm.}, booktitle={in Proceedings EUFIT-94 2nd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1994}, pages={195–199} }
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