@inbookHüllermeier_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 

@inbookHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsCheng_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 

@inproceedingsCheng_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 

@inproceedingsFober_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 

@inproceedingsVladimirskiy_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 

@inproceedingsHüllermeier_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 

@inproceedingsBrinker_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 

@inproceedingsBeringer_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 

@inproceedingsBrinker_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 

@inproceedingsHüllermeier_Brinker_2007, title=Fuzzy-relational classificatonf: 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 

@inproceedingsBeringer_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 

@inproceedingsHüllermeier_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 

@articleHüllermeier_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 

@articleHüllermeier_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 

@articleBeringer_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 

@articleDubois_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 

@articleWeskamp_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 

@articleKarimi_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 

@inbookHüllermeier_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 

@inbookBeringer_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 

@inbookHüllermeier_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 

@bookHüllermeier_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 

@inproceedingsSulzmann_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 

@inproceedingsBeringer_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsBade_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 

@inproceedingsBrinker_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 

@inproceedingsBrinker_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@articleDubois_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 

@articleDubois_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 

@articleHüllermeier_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 

@articleBeringer_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 

@articleKarimi_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 

@inproceedingsBrinker_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsDubois_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 

@inproceedingsKarimi_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 

@inproceedingsLughofer_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 

@inproceedingsYi_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 

@articleHüllermeier_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 

@articleHüllermeier_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 

@articleBalasubramaniyan_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 

@inproceedingsDubois_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 

@inproceedingsWeskamp_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsKarimi_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 

@inproceedingsHüllermeier_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 

@articleHüllermeier_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 

@articleWeskamp_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 

@articleHüllermeier_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 

@inproceedingsWeskamp_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsFürnkranz_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 

@inproceedingsHüllermeier_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 

@inproceedingsDubois_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 

@inproceedingsHüllermeier_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 

@articleHüllermeier_2003, title=Possibilistic instance-based learning, volume=148, number=1–2, journal=Artificial Intelligence, author=Hüllermeier, Eyke, year=2003, pages=335–383 

@articleDe 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 

@articleDubois_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 

@inbookHüllermeier_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 

@inbookDubois_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 

@inbookHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsDe 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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsDe 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 

@articleHüllermeier_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 

@articleDubois_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 

@inbookHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsDubois_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 

@articleHüllermeier_2001, title=Similarity-based inference as evidential reasoning, volume=26, journal=International Journal of Approximate Reasoning, author=Hüllermeier, Eyke, year=2001, pages=67–100 

@inbookHüllermeier_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 

@inbookKraft_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 

@inproceedingsHüllermeier_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 

@inproceedingsGueroguieva_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= 

@inproceedingsDubois_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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 

@inproceedingsHüllermeier_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