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446 Publications


2004 | Conference Paper | LibreCat-ID: 14842
Hüllermeier E. Instance-based prediction with guaranteed confidence. In: Lopez de Mantaras R, Saitta L, eds. In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain. IOS Press; 2004:97-101.
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2004 | Conference Paper | LibreCat-ID: 15218
Hüllermeier E, Fürnkranz J. Ranking by pairwise comparison: A note on risk minimization. In: In Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary. ; 2004.
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2004 | Conference Paper | LibreCat-ID: 15220
Hüllermeier E, Beringer J. Learning decision rules from positive and negative preferences. In: In Proceedings IPMU-2004 10th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Perugia, Italy. ; 2004.
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2004 | Conference Paper | LibreCat-ID: 15219
Karimi I, Hüllermeier E, Meskouris K. An earthquake risk assessment method based on fuzzy probability. In: In Proceedings 6th International FLINS Conference on Applied  Computational Intelligence, Duinse Polders, Blankenberg,Belgien. ; 2004.
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2004 | Journal Article | LibreCat-ID: 16185
Hüllermeier E, Renners I, Grauel A. An evolutionary approach to constraints-regularized learning. Mathware and Soft Computing. 2004;11(2-3):109-124.
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2004 | Conference Paper | LibreCat-ID: 15804
Weskamp N, Hüllermeier E, Kuhn D, Klebe G. Graph alignments: A new concept to detect conserved regions in protein active sites. In: Giegerich R, Stoye J, eds. In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany. Lecture Notes in Informatics, Bielefeld, Germany. Springer; 2004:131-140.
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2004 | Journal Article | LibreCat-ID: 16186
Weskamp N, Kuhn D, Hüllermeier E, Klebe G. Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing. Bioinformatics. 2004;20(10):1522-1526.
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2003 | Conference Paper | LibreCat-ID: 15223
Hüllermeier E. Inducing fuzzy concepts through extended version space learning. In: Bilgic T, De Beats B, Kaynak O, eds. In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey. Vol 2715. LNAI. Springer; 2003:648-677.
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2003 | Conference Paper | LibreCat-ID: 15065
Hüllermeier E. Regularized learning with flexible constraints. In: Berthold MR, Lenz HJ, Bradley E, Kruse R, Borgelt C, eds. In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis. Vol 2810. Lecture Notes in Computer Science, Berlin. Springer; 2003.
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2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier E. Possibilistic instance-based learning. Artificial Intelligence. 2003;148(1-2):335-383.
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2003 | Journal Article | LibreCat-ID: 16190
Dubois D, Hüllermeier E, Prade H. On the representation of fuzzy rules in terms of crisp rules. Information Sciences. 2003;151:301-326.
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2003 | Conference Paper | LibreCat-ID: 15802
Weskamp N, Kuhn D, Hüllermeier E, Klebe G. Efficient similarity search in protein structure databases: Improving clique-detection through geometric hashing. In: In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany. ; 2003.
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2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz J, Hüllermeier E. Pairwise preference learning and ranking. In: In Proceedings ECML-2003, 13 Th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia. Springer; 2003.
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2003 | Journal Article | LibreCat-ID: 16189
De Calmès M, Dubois D, Hüllermeier E, Prade H, Sèdes F. Flexibility and case-based evaluation in querying: An Illustration in an experimental setting. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 2003;11(1):43-66.
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2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier E. Sequential decision making in heuristic search. In: Della Riccia G, Dubois D, Kruse R, Lenz HJ, eds. Planning Based on Decision Theory (CISM Courses and Lectures No.472). Springer; 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier E, Beringer J. Mining implication-based fuzzy association rules in databases. In: Bouchon-Meunier B, Foulloy L, Yager RR., eds. Intelligent Systems for Information Processing: From Representation to Applications. Elsevier; 2003.
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2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier E. Instance-based collaborative filtering with fuzzy labels. In: In Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany. ; 2003:468-473.
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2003 | Conference Paper | LibreCat-ID: 15803
Hüllermeier E. Instance-based learning of credible label sets. In: Günter A, Kruse R, Neumann B, eds. In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer; 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
Dubois D, Hüllermeier E, Prade H. Possibilistic case-based decisions. In: Lesage C, Cottrell M, eds. Connectionist Approaches in Economics and Management  Sciences. Vol 6. Advances in Computational Management Sciences. Kluwer; 2003.
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2003 | Conference Paper | LibreCat-ID: 15222
Dubois D, Hüllermeier E, Prade H. A note on quality measures for fuzzy association rules. In: Bilgic T, De Beats B, Kaynak O, eds. In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey. Vol 2715. LNAI. Springer; 2003:648-677.
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