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409 Publications


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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2002 | Conference Paper | LibreCat-ID: 15228
De Calmès M, Dubois D, Hüllermeier E, Prade H, Sèdes F. Case-based quering and prediction: A fuzzy set approach. In: In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii. ; 2002:735-740.
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès M, Dubois D, Hüllermeier E, Prade H, Sèdes F. A fuzzy set approach to flexible case-based querying: methodology and experimentation. In: Fensel D, Giunchiglia F, Mc Guinness D, Williams MA, eds. In Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France. Morgan Kaufmann; 2002:449-458.
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2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier E, Dubois D, Prade H. Model adaption in possibilistic instance-based reasoning. IEEE Transactions on Fuzzy Systems. 2002;10(3):333-339.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier E. Mining implication-based fuzzy association rules in databases. In: In Proceedings IPMU-2002 9th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems,Annecy, France. ; 2002:101-108.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier E. Association rules for expressing gradual dependencies. In: In Proceedings PKDD-02  6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland. Springer; 2002:200-211.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier E. Possibilistic induction in decision tree learning. In: In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland. Springer; 2002:173-184.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier E. On the representation and combination of evidence in instance-based learning. In: In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France. IOS Press; 2002:360-364.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois D, Hüllermeier E, Prade H. Fuzzy set-based methods in instance-based reasoning. IEEE Transactions on Fuzzy Systems. 2002;10(3):322-332.
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier E. Exploiting similarity and experience in decision making. In: In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii. ; 2002:729-734.
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