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448 Publications


2003 | Book Chapter | LibreCat-ID: 16229
Possibilistic case-based decisions
D. Dubois, E. Hüllermeier, H. Prade, in: C. Lesage, M. Cottrell (Eds.), Connectionist Approaches in Economics and Management  Sciences, Kluwer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
Mining implication-based fuzzy association rules in databases
E. Hüllermeier, J. Beringer, in: B. Bouchon-Meunier, L. Foulloy, R.R.. Yager (Eds.), Intelligent Systems for Information Processing: From Representation to Applications, Elsevier, 2003.
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2002 | Conference Paper | LibreCat-ID: 14843
On the representation and combination of evidence in instance-based learning
E. Hüllermeier, in: In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, IOS Press, 2002, pp. 360–364.
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2002 | Conference Paper | LibreCat-ID: 15064
A fuzzy set approach to flexible case-based querying: methodology and experimentation
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, F. Sèdes, 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, Morgan Kaufmann, 2002, pp. 449–458.
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2002 | Conference Paper | LibreCat-ID: 15098
Association rules for expressing gradual dependencies
E. Hüllermeier, in: In Proceedings PKDD-02  6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland, Springer, 2002, pp. 200–211.
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2002 | Conference Paper | LibreCat-ID: 15101
Possibilistic induction in decision tree learning
E. Hüllermeier, in: In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, Springer, 2002, pp. 173–184.
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2002 | Conference Paper | LibreCat-ID: 15226
Mining implication-based fuzzy association rules in databases
E. Hüllermeier, in: In Proceedings IPMU-2002 9th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems,Annecy, France, 2002, pp. 101–108.
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2002 | Conference Paper | LibreCat-ID: 15227
Exploiting similarity and experience in decision making
E. Hüllermeier, in: In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 729–734.
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2002 | Conference Paper | LibreCat-ID: 15228
Case-based quering and prediction: A fuzzy set approach
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, F. Sèdes, in: In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 735–740.
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2002 | Journal Article | LibreCat-ID: 16191
Model adaption in possibilistic instance-based reasoning
E. Hüllermeier, D. Dubois, H. Prade, IEEE Transactions on Fuzzy Systems 10 (2002) 333–339.
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2002 | Journal Article | LibreCat-ID: 16192
Fuzzy set-based methods in instance-based reasoning
D. Dubois, E. Hüllermeier, H. Prade, IEEE Transactions on Fuzzy Systems 10 (2002) 322–332.
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2002 | Book Chapter | LibreCat-ID: 16232
Knowledge-based extrapolation of cases: A possibilistic approach
E. Hüllermeier, D. Dubois, H. Prade, in: B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, R.R. Yager (Eds.), Technologies for Constructing Intelligent Systems, Springer, 2002, pp. 377–390.
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2001 | Conference Paper | LibreCat-ID: 15300
Experience-based decision making and learning from examples
E. Hüllermeier, in: In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany, Springer, 2001.
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2001 | Conference Paper | LibreCat-ID: 15805
Possibilistic instance-based learning
E. Hüllermeier, in: In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 2001, pp. 108–115.
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2001 | Conference Paper | LibreCat-ID: 15806
Implication-based fuzzy association rules
E. Hüllermeier, in: In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 2001, pp. 93–99.
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2001 | Conference Paper | LibreCat-ID: 15807
Instance-based prediction in the framework of possibility theory
E. Hüllermeier, D. Dubois, H. Prade, in: In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada, 2001.
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2001 | Conference Paper | LibreCat-ID: 15106
Implication-based fuzzy association rules
E. Hüllermeier, in: D. Raedt, A. Siebes (Eds.), In Proceedings PKDD-01  5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, Springer, 2001, pp. 241–252.
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2001 | Conference Paper | LibreCat-ID: 15229
Fuzzy association rules: Semantic issues and quality measures
E. Hüllermeier, in: B. Reusch (Ed.), In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, Springer, 2001, pp. 380–391.
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2001 | Conference Paper | LibreCat-ID: 15230
Toward the representation of implication-based fuzzy rules in terms of crisp rules
D. Dubois, E. Hüllermeier, H. Prade, 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, 2001, pp. 1592–1597.
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2001 | Journal Article | LibreCat-ID: 16193
Similarity-based inference as evidential reasoning
E. Hüllermeier, International Journal of Approximate Reasoning 26 (2001) 67–100.
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