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427 Publications


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} }
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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} }
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} }
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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} }
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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} }
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} }
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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} }
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} }
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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} }
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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} }
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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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 | 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} }
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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 | 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} }
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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} }
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} }
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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: 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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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: 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: 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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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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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} }
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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} }
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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: 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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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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} }
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2003 | Journal Article | LibreCat-ID: 16188
@article{Hüllermeier_2003, title={Possibilistic instance-based learning}, volume={148}, number={1–2}, journal={Artificial Intelligence}, author={Hüllermeier, Eyke}, year={2003}, pages={335–383} }
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2003 | Journal Article | LibreCat-ID: 16190
@article{Dubois_Hüllermeier_Prade_2003, title={On the representation of fuzzy rules in terms of crisp rules}, volume={151}, journal={Information Sciences}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2003}, pages={301–326} }
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2003 | Conference Paper | LibreCat-ID: 15802
@inproceedings{Weskamp_Kuhn_Hüllermeier_Klebe_2003, title={Efficient similarity search in protein structure databases: Improving clique-detection through geometric hashing}, booktitle={In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany}, author={Weskamp, N. and Kuhn, D. and Hüllermeier, Eyke and Klebe, G.}, year={2003} }
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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} }
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2003 | Journal Article | LibreCat-ID: 16189
@article{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2003, title={Flexibility and case-based evaluation in querying: An Illustration in an experimental setting}, volume={11}, number={1}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, year={2003}, pages={43–66} }
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2003 | Book Chapter | LibreCat-ID: 16228
@inbook{Hüllermeier_2003, title={Sequential decision making in heuristic search}, booktitle={Planning Based on Decision Theory (CISM Courses and Lectures No.472)}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Della Riccia, G. and Dubois, D. and Kruse, R. and Lenz, H.J.Editors}, year={2003} }
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2003 | Book Chapter | LibreCat-ID: 16230
@inbook{Hüllermeier_Beringer_2003, title={Mining implication-based fuzzy association rules in databases}, booktitle={Intelligent Systems for information processing: From representation to applications}, publisher={Elsevier}, author={Hüllermeier, Eyke and Beringer, J.}, editor={Bouchon-Meunier, B. and Foulloy, L. and Yager, R.R..Editors}, year={2003} }
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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} }
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2003 | Conference Paper | LibreCat-ID: 15803
@inproceedings{Hüllermeier_2003, series={2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany}, title={Instance-based learning of credible label sets}, booktitle={In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Günter, A. and Kruse, R. and Neumann, B.Editors}, year={2003}, collection={2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany} }
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2003 | Book Chapter | LibreCat-ID: 16229
@inbook{Dubois_Hüllermeier_Prade_2003, series={Advances in Computational Management Sciences}, title={Possibilistic case-based decisions}, volume={6}, booktitle={Connectionist Approaches in Economics and Management  Sciences}, publisher={Kluwer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Lesage, C. and Cottrell, M.Editors}, year={2003}, collection={Advances in Computational Management Sciences} }
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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} }
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2002 | Conference Paper | LibreCat-ID: 15228
@inproceedings{De Calmès_Dubois_Hüllermeier_Prade_Sèdes_2002, title={Case-based quering and prediction: A fuzzy set approach}, booktitle={in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii}, author={De Calmès, M. and Dubois, D. and Hüllermeier, Eyke and Prade, H. and Sèdes, F.}, year={2002}, pages={735–740} }
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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} }
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2002 | Journal Article | LibreCat-ID: 16191
@article{Hüllermeier_Dubois_Prade_2002, title={Model adaption in possibilistic instance-based reasoning}, volume={10}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2002}, pages={333–339} }
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2002 | Conference Paper | LibreCat-ID: 15226
@inproceedings{Hüllermeier_2002, title={Mining implication-based fuzzy association rules in databases}, booktitle={In Proceedings IPMU-2002 9th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems,Annecy, France}, author={Hüllermeier, Eyke}, year={2002}, pages={101–108} }
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2002 | Conference Paper | LibreCat-ID: 15098
@inproceedings{Hüllermeier_2002, title={Association rules for expressing gradual dependencies}, booktitle={in Proceedings PKDD-02  6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2002}, pages={200–211} }
LibreCat
 

2002 | Conference Paper | LibreCat-ID: 15101
@inproceedings{Hüllermeier_2002, title={Possibilistic induction in decision tree learning}, booktitle={in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2002}, pages={173–184} }
LibreCat
 

2002 | Conference Paper | LibreCat-ID: 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 | Journal Article | LibreCat-ID: 16192
@article{Dubois_Hüllermeier_Prade_2002, title={Fuzzy set-based methods in instance-based reasoning}, volume={10}, number={3}, journal={IEEE Transactions on Fuzzy Systems}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2002}, pages={322–332} }
LibreCat
 

2002 | Conference Paper | LibreCat-ID: 15227
@inproceedings{Hüllermeier_2002, title={Exploiting similarity and experience in decision making}, booktitle={in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii}, author={Hüllermeier, Eyke}, year={2002}, pages={729–734} }
LibreCat
 

2002 | Book Chapter | LibreCat-ID: 16232
@inbook{Hüllermeier_Dubois_Prade_2002, title={Knowledge-based extrapolation of cases: A possibilistic approach}, booktitle={Technologies for Constructing Intelligent Systems}, publisher={Springer}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, editor={Bouchon-Meunier, B. and Gutierrez-Rios, J. and Magdalena, L. and Yager, R.R.Editors}, year={2002}, pages={377–390} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15300
@inproceedings{Hüllermeier_2001, title={Experience-based decision making and learning from examples}, booktitle={In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, year={2001} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15230
@inproceedings{Dubois_Hüllermeier_Prade_2001, title={Toward the representation of implication-based fuzzy rules in terms of crisp rules}, booktitle={in Proceedings IFSA/NAFIPS-2001  Joint 9th World Congress of the International Fuzzy Systems Association and 20th Internatinonal Conference of the North American Fuzzy Information Processing Society, Vancouver, Canada}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2001}, pages={1592–1597} }
LibreCat
 

2001 | Book Chapter | LibreCat-ID: 16233
@inbook{Kraft_Hüllermeier_Weise_2001, title={Empirische  Überprüfung eines synergetischen Konjunkturmodells}, booktitle={Studien zur Evoltorischen Ökonomik IV}, publisher={Duncker & Humblot, Berlin}, author={Kraft, M. and Hüllermeier, Eyke and Weise, P.}, editor={Lorenz, H.-W. and Meyer, B.Editors}, year={2001}, pages={11–44} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15805
@inproceedings{Hüllermeier_2001, title={Possibilistic instance-based learning}, booktitle={In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany}, author={Hüllermeier, Eyke}, year={2001}, pages={108–115} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15229
@inproceedings{Hüllermeier_2001, series={LNCS}, title={Fuzzy association rules: Semantic issues and quality measures}, volume={2206}, booktitle={in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Reusch, B.Editor}, year={2001}, pages={380–391}, collection={LNCS} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15806
@inproceedings{Hüllermeier_2001, title={Implication-based fuzzy association rules}, booktitle={In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany}, author={Hüllermeier, Eyke}, year={2001}, pages={93–99} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15807
@inproceedings{Hüllermeier_Dubois_Prade_2001, title={Instance-based prediction in the framework of possibility theory}, booktitle={In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2001} }
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15106
@inproceedings{Hüllermeier_2001, series={LNAI}, title={Implication-based fuzzy association rules}, volume={2168}, booktitle={in Proceedings PKDD-01  5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany}, publisher={Springer}, author={Hüllermeier, Eyke}, editor={Raedt, De. and Siebes, A.Editors}, year={2001}, pages={241–252}, collection={LNAI} }
LibreCat
 

2001 | Book Chapter | LibreCat-ID: 16231
@inbook{Hüllermeier_2001, title={Machinelles Lernen und Komplexität}, booktitle={Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen}, publisher={Metropolis}, author={Hüllermeier, Eyke}, editor={Haslinger, F. and Weise, P.Editors}, year={2001}, pages={255–288} }
LibreCat
 

2001 | Journal Article | LibreCat-ID: 16193
@article{Hüllermeier_2001, title={Similarity-based inference as evidential reasoning}, volume={26}, journal={International Journal of Approximate Reasoning}, author={Hüllermeier, Eyke}, year={2001}, pages={67–100} }
LibreCat
 

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: 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: 15301
@inproceedings{Hüllermeier_2000, title={Fuzzy dynamics: Methodological framework and applications of compartmental modeling}, booktitle={in Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium}, author={Hüllermeier, Eyke}, editor={Dubois, D.M.Editor}, year={2000} }
LibreCat
 

2000 | Conference Paper | LibreCat-ID: 15109
@inproceedings{Dubois_Hüllermeier_Prade_2000, title={Flexible control of case-based prediction in the framework of possibility theory}, booktitle={in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Blanzieri, E. and Portinale, L.Editors}, year={2000}, pages={61–73} }
LibreCat
 

2000 | Conference Paper | LibreCat-ID: 15231
@inproceedings{Hüllermeier_Dubois_Prade_2000, title={Knowledge-based extrapolution of cases: A possibilistic approach}, booktitle={In Proceedings IPMU-2000 8th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Madrid, Spain}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, year={2000}, pages={1575–1582} }
LibreCat
 

2000 | Book Chapter | LibreCat-ID: 16234
@inbook{Dubois_Hüllermeier_Prade_2000, title={Formalizing case-based inference using fuzzy rules}, booktitle={Soft Computing in Case-Based Reasoning}, publisher={Springer}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, editor={Pal, S.K. and So, D.Y. and Dillon, T.Editors}, year={2000}, pages={47–72} }
LibreCat
 

2000 | Conference Paper | LibreCat-ID: 15302
@inproceedings{Gueroguieva_Nestorov_Rowland_Hüllermeier_2000, place={European Journal of Pharmaceutical Sciences}, title={In vitro-in vivo hepatic clearance prediction using fuzzy sets}, volume={11}, booktitle={in Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 }, author={Gueroguieva, I. and Nestorov, I. and Rowland, M. and Hüllermeier, Eyke}, year={2000}, pages={S22} }
LibreCat
 

2000 | Journal Article | LibreCat-ID: 16196
@article{Hüllermeier_Giersch_2000, title={Fuzzy dynamics and applications in biological systems modelling}, volume={38}, journal={Systems Analysis,  Modelling, Simulation}, author={Hüllermeier, Eyke and Giersch, C.}, year={2000}, pages={29–50} }
LibreCat
 

2000 | Conference Paper | LibreCat-ID: 15808
@inproceedings{Dubois_Hüllermeier_Prade_2000, title={Flexible control of case-based prediction in the framework of possibility theory}, booktitle={In Proceedings RàPC-2000, Raisonnement à partir de Cas, Toulouse, France}, author={Dubois, D. and Hüllermeier, Eyke and Prade, H.}, year={2000}, pages={7–16} }
LibreCat
 

2000 | Conference Paper | LibreCat-ID: 15063
@inproceedings{Hüllermeier_2000, title={Change detection in heuristic search}, booktitle={Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas}, author={Hüllermeier, Eyke}, year={2000}, pages={898–903} }
LibreCat
 

2000 | Conference Paper | LibreCat-ID: 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 | Journal Article | LibreCat-ID: 16198
@article{Hüllermeier_Kraft_Weise_2000, title={Evaluation and specification of a synergetic business cycle model with German data}, journal={Homo Oeconomicus XVI}, author={Hüllermeier, Eyke and Kraft, M. and Weise, P.}, year={2000} }
LibreCat
 

1999 | Journal Article | LibreCat-ID: 16199
@article{Hüllermeier_1999, title={Numerical methods for fuzzy initial value problems}, volume={7}, number={5}, journal={International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems}, author={Hüllermeier, Eyke}, year={1999}, pages={439–461} }
LibreCat
 

1999 | Journal Article | LibreCat-ID: 19815
@article{Kleine Büning_Lettmann_1999, title={Resolution remains hard under equivalence}, DOI={10.1016/s0166-218x(99)00055-4}, journal={Discrete Applied Mathematics}, author={Kleine Büning, Hans and Lettmann, Theodor}, year={1999}, pages={139–148} }
LibreCat | DOI
 

1999 | Conference Paper | LibreCat-ID: 15232
@inproceedings{Hüllermeier_Dubois_Prade_1999, title={Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation}, booktitle={in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke and Dubois, D. and Prade, H.}, editor={Zimmermann, H.J.Editor}, year={1999} }
LibreCat
 

1999 | Book Chapter | LibreCat-ID: 16235
@inbook{Hüllermeier_1999, title={Qualitatives Schließen und Qualitative Simulation}, booktitle={Modellierung, Simulation und Künstliche Intelligenz}, publisher={SCS Publishing House, Erlangen}, author={Hüllermeier, Eyke}, editor={Szczerbicka, H. and Uthmann, T.Editors}, year={1999}, pages={277–310} }
LibreCat
 

1999 | Conference Paper | LibreCat-ID: 15233
@inproceedings{Hüllermeier_1999, title={Toward models of case-based decision making}, booktitle={in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany}, author={Hüllermeier, Eyke}, editor={Zimmermann, H.J.Editor}, year={1999} }
LibreCat
 

1999 | Conference Paper | LibreCat-ID: 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 | Journal Article | LibreCat-ID: 16200
@article{Hüllermeier_1999, title={Approximation of uncertain funtional relationships}, volume={101}, number={2}, journal={Fuzzy Sets and Systems}, author={Hüllermeier, Eyke}, year={1999}, pages={227–240} }
LibreCat
 

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