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449 Publications
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} }
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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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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: 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} }
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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} }
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