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449 Publications
2003 | Conference Paper | LibreCat-ID: 15802
N. Weskamp, D. Kuhn, E. Hüllermeier, and G. Klebe, “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: 15803
E. Hüllermeier, “Instance-based learning of credible label sets,” in In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, 2003.
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2003 | Conference Paper | LibreCat-ID: 15065
E. Hüllermeier, “Regularized learning with flexible constraints,” in In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, 2003, vol. 2810.
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2003 | Conference Paper | LibreCat-ID: 15066
J. Fürnkranz and E. Hüllermeier, “Pairwise preference learning and ranking,” in In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, 2003.
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2003 | Conference Paper | LibreCat-ID: 15221
E. Hüllermeier, “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, pp. 468–473.
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2003 | Conference Paper | LibreCat-ID: 15222
D. Dubois, E. Hüllermeier, and H. Prade, “A note on quality measures for fuzzy association rules,” in in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, 2003, vol. 2715, pp. 648–677.
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2003 | Conference Paper | LibreCat-ID: 15223
E. Hüllermeier, “Inducing fuzzy concepts through extended version space learning,” in in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, 2003, vol. 2715, pp. 648–677.
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2003 | Journal Article | LibreCat-ID: 16188
E. Hüllermeier, “Possibilistic instance-based learning,” Artificial Intelligence, vol. 148, no. 1–2, pp. 335–383, 2003.
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2003 | Journal Article | LibreCat-ID: 16189
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, and F. Sèdes, “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, pp. 43–66, 2003.
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2003 | Journal Article | LibreCat-ID: 16190
D. Dubois, E. Hüllermeier, and H. Prade, “On the representation of fuzzy rules in terms of crisp rules,” Information Sciences, vol. 151, pp. 301–326, 2003.
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2003 | Book Chapter | LibreCat-ID: 16228
E. Hüllermeier, “Sequential decision making in heuristic search,” in Planning Based on Decision Theory (CISM Courses and Lectures No.472), G. Della Riccia, D. Dubois, R. Kruse, and H. J. Lenz, Eds. Springer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
D. Dubois, E. Hüllermeier, and H. Prade, “Possibilistic case-based decisions,” in Connectionist Approaches in Economics and Management Sciences, vol. 6, C. Lesage and M. Cottrell, Eds. Kluwer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
E. Hüllermeier and J. Beringer, “Mining implication-based fuzzy association rules in databases,” in Intelligent Systems for information processing: From representation to applications, B. Bouchon-Meunier, L. Foulloy, and R. R. . Yager, Eds. Elsevier, 2003.
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2002 | Conference Paper | LibreCat-ID: 14843
E. Hüllermeier, “On the representation and combination of evidence in instance-based learning,” in In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 2002, pp. 360–364.
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2002 | Conference Paper | LibreCat-ID: 15064
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, and F. Sèdes, “A fuzzy set approach to flexible case-based querying: methodology and experimentation,” in in Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France, 2002, pp. 449–458.
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2002 | Conference Paper | LibreCat-ID: 15098
E. Hüllermeier, “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, 2002, pp. 200–211.
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2002 | Conference Paper | LibreCat-ID: 15101
E. Hüllermeier, “Possibilistic induction in decision tree learning,” in in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 2002, pp. 173–184.
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2002 | Conference Paper | LibreCat-ID: 15226
E. Hüllermeier, “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, pp. 101–108.
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2002 | Conference Paper | LibreCat-ID: 15227
E. Hüllermeier, “Exploiting similarity and experience in decision making,” 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
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, and F. Sèdes, “Case-based quering and prediction: A fuzzy set approach,” 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
E. Hüllermeier, D. Dubois, and H. Prade, “Model adaption in possibilistic instance-based reasoning,” IEEE Transactions on Fuzzy Systems, vol. 10, no. 3, pp. 333–339, 2002.
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2002 | Journal Article | LibreCat-ID: 16192
D. Dubois, E. Hüllermeier, and H. Prade, “Fuzzy set-based methods in instance-based reasoning,” IEEE Transactions on Fuzzy Systems, vol. 10, no. 3, pp. 322–332, 2002.
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2002 | Book Chapter | LibreCat-ID: 16232
E. Hüllermeier, D. Dubois, and H. Prade, “Knowledge-based extrapolation of cases: A possibilistic approach,” in Technologies for Constructing Intelligent Systems, B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R. R. Yager, Eds. Springer, 2002, pp. 377–390.
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2001 | Conference Paper | LibreCat-ID: 15300
E. Hüllermeier, “Experience-based decision making and learning from examples,” in In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany, 2001.
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2001 | Conference Paper | LibreCat-ID: 15805
E. Hüllermeier, “Possibilistic instance-based learning,” 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
E. Hüllermeier, “Implication-based fuzzy association rules,” 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
E. Hüllermeier, D. Dubois, and H. Prade, “Instance-based prediction in the framework of possibility theory,” 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
E. Hüllermeier, “Implication-based fuzzy association rules,” in in Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, 2001, vol. 2168, pp. 241–252.
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2001 | Conference Paper | LibreCat-ID: 15229
E. Hüllermeier, “Fuzzy association rules: Semantic issues and quality measures,” in in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, 2001, vol. 2206, pp. 380–391.
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2001 | Conference Paper | LibreCat-ID: 15230
D. Dubois, E. Hüllermeier, and H. Prade, “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, 2001, pp. 1592–1597.
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2001 | Journal Article | LibreCat-ID: 16193
E. Hüllermeier, “Similarity-based inference as evidential reasoning,” International Journal of Approximate Reasoning, vol. 26, pp. 67–100, 2001.
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2001 | Book Chapter | LibreCat-ID: 16231
E. Hüllermeier, “Machinelles Lernen und Komplexität,” in Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen, F. Haslinger and P. Weise, Eds. Metropolis, 2001, pp. 255–288.
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2001 | Book Chapter | LibreCat-ID: 16233
M. Kraft, E. Hüllermeier, and P. Weise, “Empirische Überprüfung eines synergetischen Konjunkturmodells,” in Studien zur Evoltorischen Ökonomik IV, H.-W. Lorenz and B. Meyer, Eds. Duncker & Humblot, Berlin, 2001, pp. 11–44.
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2000 | Conference Paper | LibreCat-ID: 15301
E. Hüllermeier, “Fuzzy dynamics: Methodological framework and applications of compartmental modeling,” in in Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium, 2000.
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2000 | Conference Paper | LibreCat-ID: 15302
I. Gueroguieva, I. Nestorov, M. Rowland, and E. Hüllermeier, “In vitro-in vivo hepatic clearance prediction using fuzzy sets,” in in Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 , 2000, vol. 11, p. S22.
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2000 | Conference Paper | LibreCat-ID: 15808
D. Dubois, E. Hüllermeier, and H. Prade, “Flexible control of case-based prediction in the framework of possibility theory,” in In Proceedings RàPC-2000, Raisonnement à partir de Cas, Toulouse, France, 2000, pp. 7–16.
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2000 | Conference Paper | LibreCat-ID: 14844
E. Hüllermeier, “Similarity-based inference as evidential reasoning,” in In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, 2000, pp. 50–54.
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2000 | Conference Paper | LibreCat-ID: 14845
E. Hüllermeier, “Focusing search by using problem solving experience,” in In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, 2000, pp. 55–59.
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2000 | Conference Paper | LibreCat-ID: 15063
E. Hüllermeier, “Change detection in heuristic search,” in Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas, 2000, pp. 898–903.
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2000 | Conference Paper | LibreCat-ID: 15108
E. Hüllermeier, “A method for predicting solutions in case-based problem solving,” in in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, 2000, pp. 124–135.
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2000 | Conference Paper | LibreCat-ID: 15109
D. Dubois, E. Hüllermeier, and H. Prade, “Flexible control of case-based prediction in the framework of possibility theory,” in in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, 2000, pp. 61–73.
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2000 | Conference Paper | LibreCat-ID: 15231
E. Hüllermeier, D. Dubois, and H. Prade, “Knowledge-based extrapolution of cases: A possibilistic approach,” in In Proceedings IPMU-2000 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Madrid, Spain, 2000, pp. 1575–1582.
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2000 | Journal Article | LibreCat-ID: 16196
E. Hüllermeier and C. Giersch, “Fuzzy dynamics and applications in biological systems modelling,” Systems Analysis, Modelling, Simulation, vol. 38, pp. 29–50, 2000.
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2000 | Journal Article | LibreCat-ID: 16198
E. Hüllermeier, M. Kraft, and P. Weise, “Evaluation and specification of a synergetic business cycle model with German data,” Homo Oeconomicus XVI, 2000.
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2000 | Book Chapter | LibreCat-ID: 16234
D. Dubois, E. Hüllermeier, and H. Prade, “Formalizing case-based inference using fuzzy rules,” in Soft Computing in Case-Based Reasoning, S. K. Pal, D. Y. So, and T. Dillon, Eds. Springer, 2000, pp. 47–72.
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1999 | Conference Paper | LibreCat-ID: 15809
E. Hüllermeier, D. Dubois, and H. Prade, “Fuzzy rules in case-based reasoning,” in In Proceedings RàPC-1999, Raisonnement à partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999, 1999, pp. 45–54.
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1999 | Conference Paper | LibreCat-ID: 15062
E. Hüllermeier, “Toward a probabilistic formalization of case-based inference,” in in Proceedings IJCAI-99, 16th international Joint Conference on Artificial Intelligence, Stockholm, Sweden, 1999, pp. 248–253.
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1999 | Conference Paper | LibreCat-ID: 15107
E. Hüllermeier, “Exploiting similarity for supporting data analysis and problem solving,” in In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands, 1999, vol. 1642, pp. 257–268.
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1999 | Conference Paper | LibreCat-ID: 15232
E. Hüllermeier, D. Dubois, and H. Prade, “Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation,” in in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 1999.
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