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448 Publications


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 | 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 | 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} }
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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} }
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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: 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} }
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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 | 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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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} }
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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} }
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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
 

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 | 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: 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: 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} }
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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 | 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: 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 | 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 | 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 | 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: 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: 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 | 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 | 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 | 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 | 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 | 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
 

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 | 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: 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 | 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
 

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: 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 | 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: 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
 

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: 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 | 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 | 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 | 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
 

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 | 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: 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} }
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