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447 Publications


2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, E., & Beringer, J. (2003). Mining implication-based fuzzy association rules in databases. In B. Bouchon-Meunier, L. Foulloy, & R. R. . Yager (Eds.), Intelligent Systems for information processing: From representation to applications. Elsevier.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, E. (2002). On the representation and combination of evidence in instance-based learning. In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France (pp. 360–364). IOS Press.
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., Dubois, D., Hüllermeier, E., Prade, H., & Sèdes, F. (2002). A fuzzy set approach to flexible case-based querying: methodology and experimentation. In D. Fensel, F. Giunchiglia, D. Mc Guinness, & M. A. Williams (Eds.), in Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France (pp. 449–458). Morgan Kaufmann.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, E. (2002). 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 (pp. 200–211). Springer.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, E. (2002). Possibilistic induction in decision tree learning. In in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland (pp. 173–184). Springer.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, E. (2002). 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 (pp. 101–108).
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, E. (2002). Exploiting similarity and experience in decision making. In in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii (pp. 729–734).
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2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., Dubois, D., Hüllermeier, E., Prade, H., & Sèdes, F. (2002). Case-based quering and prediction: A fuzzy set approach. In in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii (pp. 735–740).
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2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, E., Dubois, D., & Prade, H. (2002). Model adaption in possibilistic instance-based reasoning. IEEE Transactions on Fuzzy Systems, 10(3), 333–339.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Hüllermeier, E., & Prade, H. (2002). Fuzzy set-based methods in instance-based reasoning. IEEE Transactions on Fuzzy Systems, 10(3), 322–332.
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2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, E., Dubois, D., & Prade, H. (2002). Knowledge-based extrapolation of cases: A possibilistic approach. In B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, & R. R. Yager (Eds.), Technologies for Constructing Intelligent Systems (pp. 377–390). Springer.
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2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, E. (2001). Experience-based decision making and learning from examples. In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer.
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2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, E. (2001). Possibilistic instance-based learning. In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany (pp. 108–115).
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2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, E. (2001). Implication-based fuzzy association rules. In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany (pp. 93–99).
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2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, E., Dubois, D., & Prade, H. (2001). Instance-based prediction in the framework of possibility theory. In In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada.
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2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, E. (2001). Implication-based fuzzy association rules. In D. Raedt & A. Siebes (Eds.), in Proceedings PKDD-01  5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany (Vol. 2168, pp. 241–252). Springer.
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2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, E. (2001). Fuzzy association rules: Semantic issues and quality measures. In B. Reusch (Ed.), in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany (Vol. 2206, pp. 380–391). Springer.
LibreCat
 

2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Hüllermeier, E., & Prade, H. (2001). Toward the representation of implication-based fuzzy rules in terms of crisp rules. In 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 (pp. 1592–1597).
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2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, E. (2001). Similarity-based inference as evidential reasoning. International Journal of Approximate Reasoning, 26, 67–100.
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2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, E. (2001). Machinelles Lernen und Komplexität. In F. Haslinger & P. Weise (Eds.), Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen (pp. 255–288). Metropolis.
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