@inproceedingsHenzgen_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: /record/15756

@inproceedingsWeng_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: /record/15757

@inproceedingsBusa-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: /record/15758

@inproceedingsCheng_Hüllermeier_2013, title=A nearest neigbor approach to label ranking based on generalized labelwise loss minimization, booktitle=In Proceedings M-PREF, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China, author=Cheng, W. and Hüllermeier, Eyke, year=2013 
LibreCat: /record/15759

@inproceedingsShaker_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: /record/15760

@inproceedingsSenge_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: /record/15761

@inproceedingsFober_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: /record/15763

@inproceedingsFallah 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: /record/15112

@inproceedingsNasiri_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: /record/15113

@articleHeider_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: /record/16044

@articleBösner_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: /record/16081

@articleHaasenritter_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: /record/16086

@articleShaker_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: /record/16123

@inproceedingsSzarvas_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: /record/13115

@inproceedingsDembczynski_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: /record/13116

@inproceedingsBusa-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: /record/13117

@inproceedingsHüllermeier_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: /record/13118

@inproceedingsHenzgen_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: /record/13119

@inproceedingsShaker_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: /record/13190

@inproceedingsLeinweber_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: /record/15299

@inbookHüllermeier_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: /record/15396

@inproceedingsBräuning_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: /record/15754

@inproceedingsHüllermeier_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: /record/15114

@articleFallah 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: /record/16084

@articleBustince_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: /record/16085

@articleFürnkranz_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: /record/16087

@articleDembczynski_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: /record/16088

@articleShaker_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: /record/16089

@articleDolorez 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: /record/16090

@articleFallah 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: /record/16091

@articleFober_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: /record/16092

@articleHüllermeier_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: /record/16093

@articleSenge_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: /record/16094

@inproceedingsCheng_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: /record/13120

@inproceedingsCheng_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: /record/13191

@inproceedingsDembczynski_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: /record/13192

@inproceedingsDembczynski_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: /record/13193

@inbookHüllermeier_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: /record/10153

@inproceedingsDembczynski_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: /record/15762

@inproceedingsMernberger_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: /record/15764

@inproceedingsNasiri_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: /record/15115

@inproceedingsLughofer_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: /record/15116

@inproceedingsFallah 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: /record/15117

@articleHirsch_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: /record/16119

@articleDomshlak_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: /record/16126

@articleHüllermeier_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: /record/16147

@articleMernberger_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: /record/16148

@articleFober_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: /record/16149

@articleHüllermeier_2011, title=Fuzzy sets in machine learning and data mining, journal=Applied Soft Computing Journal, author=Hüllermeier, Eyke, year=2011, pages=1493–1505 
LibreCat: /record/16150

@articleSenge_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: /record/16153

@inproceedingsDembczynski_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: /record/13194

@inproceedingsFürnkranz_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: /record/13196

@inproceedingsFallah 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: /record/13197

@inproceedingsHüllermeier_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: /record/13198

@inproceedingsKotlowski_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: /record/13588

@inbookHüllermeier_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: /record/15297

@inbookFürnkranz_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: /record/15298

@inproceedingsFober_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: /record/15765

@inproceedingsDembczynski_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: /record/15772

@inproceedingsFober_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: /record/15118

@inproceedingsSenge_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: /record/15119

@articlePfeffer_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: /record/16121

@articleHüllermeier_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: /record/16151

@articleHüllermeier_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: /record/16152

@inproceedingsDembczynski_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: /record/13589

@inproceedingsCheng_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: /record/13590

@inproceedingsCheng_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: /record/13591

@inproceedingsDembczynski_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: /record/13593

@inproceedingsCheng_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: /record/13594

@inproceedingsHüllermeier_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: /record/13597

@inproceedingsCheng_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: /record/15773

@inproceedingsSenge_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: /record/15774

@inproceedingsFober_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: /record/15775

@inproceedingsSenge_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: /record/15776

@inproceedingsFober_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: /record/15778

@inproceedingsFober_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: /record/15120

@inproceedingsBoukhris_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: /record/15194

@inproceedingsFober_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: /record/15195

@inproceedingsHüllermeier_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: /record/15196

@articleWeskamp_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: /record/16154

@articleHühn_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: /record/16158

@articleHüllermeier_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: /record/16159

@articleYi_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: /record/16161

@articleFober_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: /record/16162

@articleHühn_Hüllermeier_2009, title=F: 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: /record/16163

@articleHüllermeier_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: /record/16165

@inbookHüllermeier_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: /record/10188

@inproceedingsCheng_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: /record/13595

@inproceedingsFürnkranz_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: /record/13596

@inproceedingsCheng_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: /record/13598

@inproceedingsHüllermeier_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: /record/15779

@inproceedingsFober_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: /record/15780

@inproceedingsFober_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: /record/15781

@articleHühn_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: /record/16164

@articleHüllermeier_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: /record/16166

@articleVanderlooy_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: /record/16167

@articleFürnkranz_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: /record/16168

@articleHüllermeier_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: /record/16169

@articleBeringer_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: /record/16184

@inbookHüllermeier_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: /record/16225