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434 Publications


2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz, J., and Eyke Hüllermeier. “Pairwise Preference Learning and Ranking.” 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., et al. “Flexibility and Case-Based Evaluation in Querying: An Illustration in an Experimental Setting.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 11, no. 1, 2003, pp. 43–66.
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2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia et al., Springer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, Eyke, and J. Beringer. “Mining Implication-Based Fuzzy Association Rules in Databases.” Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier et al., Elsevier, 2003.
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2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier, Eyke. “Instance-Based Collaborative Filtering with Fuzzy Labels.” In Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany, 2003, pp. 468–73.
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2003 | Conference Paper | LibreCat-ID: 15803
Hüllermeier, Eyke. “Instance-Based Learning of Credible Label Sets.” In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, edited by A. Günter et al., Springer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., et al. “Possibilistic Case-Based Decisions.” Connectionist Approaches in Economics and Management  Sciences, edited by C. Lesage and M. Cottrell, vol. 6, Kluwer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15222
Dubois, D., et al. “A Note on Quality Measures for Fuzzy Association Rules.” In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic et al., vol. 2715, Springer, 2003, pp. 648–77.
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2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., et al. “Case-Based Quering and Prediction: A Fuzzy Set Approach.” In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 735–40.
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., et al. “A Fuzzy Set Approach to Flexible Case-Based Querying: Methodology and Experimentation.” In Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France, edited by D. Fensel et al., Morgan Kaufmann, 2002, pp. 449–58.
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2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, et al. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems, vol. 10, no. 3, 2002, pp. 333–39.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “Mining Implication-Based Fuzzy Association Rules in Databases.” In Proceedings IPMU-2002 9th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems,Annecy, France, 2002, pp. 101–08.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “Association Rules for Expressing Gradual Dependencies.” In Proceedings PKDD-02  6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland, Springer, 2002, pp. 200–11.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, Springer, 2002, pp. 173–84.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, IOS Press, 2002, pp. 360–64.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., et al. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems, vol. 10, no. 3, 2002, pp. 322–32.
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 729–34.
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2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, et al. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier et al., Springer, 2002, pp. 377–90.
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2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany, Springer, 2001.
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2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., et al. “Toward the Representation of Implication-Based Fuzzy Rules in Terms of Crisp Rules.” 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, 2001, pp. 1592–97.
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