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224 Publications


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} }
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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} }
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2014 | Journal Article | LibreCat-ID: 10296
@article{Shaker_Hüllermeier_2014, title={Survival analysis on data streams: Analyzing temporal events in dynamically changing environments}, volume={24}, number={1}, journal={Applied Mathematics and Computer Science}, author={Shaker, Ammar and Hüllermeier, Eyke}, year={2014}, pages={199–212} }
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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} }
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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} }
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2013 | Conference Paper | LibreCat-ID: 485
@inproceedings{Mohr_Kleine Büning_2013, title={Semi-Automated Software Composition Through Generated Components}, DOI={10.1145/2539150.2539235}, booktitle={Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services (iiWAS)}, author={Mohr, Felix and Kleine Büning, Hans}, year={2013}, pages={676–680} }
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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} }
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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} }
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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} }
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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} }
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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} }
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2013 | Conference Paper | LibreCat-ID: 495
@inproceedings{Mohr_Lettmann_Kleine Büning_2013, title={Reducing Nondeterminism in Automated Service Composition}, DOI={10.1109/SOCA.2013.25}, booktitle={Proceedings of the 6th International Conference on Service Oriented Computing and Applications (SOCA)}, author={Mohr, Felix and Lettmann, Theodor and Kleine Büning, Hans}, year={2013}, pages={154–161} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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
 

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: 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: 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: 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 | 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
 

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 | 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
 

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: 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: 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
 

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
 

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: 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: 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: 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
 

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
 

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