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437 Publications


2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” Artificial Intelligence 148, no. 1–2 (2003): 335–83.
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2003 | Journal Article | LibreCat-ID: 16190
Dubois, D., Eyke Hüllermeier, and H. Prade. “On the Representation of Fuzzy Rules in Terms of Crisp Rules.” Information Sciences 151 (2003): 301–26.
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2003 | Conference Paper | LibreCat-ID: 15802
Weskamp, N., D. Kuhn, Eyke 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: 15066
Fürnkranz, J., and Eyke Hüllermeier. “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., D. Dubois, Eyke 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 11, no. 1 (2003): 43–66.
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2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” In Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz. 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.” In Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier, L. Foulloy, and R.R.. Yager. Elsevier, 2003.
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2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier, Eyke. “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, 468–73, 2003.
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2003 | Conference Paper | LibreCat-ID: 15803
Hüllermeier, Eyke. “Instance-Based Learning of Credible Label Sets.” In In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, edited by A. Günter, R. Kruse, and B. Neumann. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., Eyke Hüllermeier, and H. Prade. “Possibilistic Case-Based Decisions.” In Connectionist Approaches in Economics and Management  Sciences, edited by C. Lesage and M. Cottrell, Vol. 6. Advances in Computational Management Sciences. Kluwer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15222
Dubois, D., Eyke 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, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
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2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., D. Dubois, Eyke 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, 735–40, 2002.
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., D. Dubois, Eyke 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, edited by D. Fensel, F. Giunchiglia, D. Mc Guinness, and M.A. Williams, 449–58. Morgan Kaufmann, 2002.
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2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 333–39.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “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, 101–8, 2002.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “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, 200–211. Springer, 2002.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 173–84. Springer, 2002.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 360–64. IOS Press, 2002.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 322–32.
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 729–34, 2002.
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2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” In Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R.R. Yager, 377–90. Springer, 2002.
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2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer, 2001.
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2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Eyke 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, 1592–97, 2001.
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2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., Eyke Hüllermeier, and P. Weise. “Empirische  Überprüfung Eines Synergetischen Konjunkturmodells.” In Studien Zur Evoltorischen Ökonomik IV, edited by H.-W. Lorenz and B. Meyer, 11–44. Duncker & Humblot, Berlin, 2001.
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2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 108–15, 2001.
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2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, Eyke. “Fuzzy Association Rules: Semantic Issues and Quality Measures.” In In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, edited by B. Reusch, 2206:380–91. LNCS. Springer, 2001.
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2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 93–99, 2001.
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2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, Eyke, 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
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings PKDD-01  5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, edited by De. Raedt and A. Siebes, 2168:241–52. LNAI. Springer, 2001.
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2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, Eyke. “Machinelles Lernen Und Komplexität.” In Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen, edited by F. Haslinger and P. Weise, 255–88. Metropolis, 2001.
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2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” International Journal of Approximate Reasoning 26 (2001): 67–100.
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2000 | Conference Paper | LibreCat-ID: 15108
Hüllermeier, Eyke. “A Method for Predicting Solutions in Case-Based Problem Solving.” In In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, edited by E. Blanzieri and L. Portinale, 124–35. Springer, 2000.
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2000 | Conference Paper | LibreCat-ID: 14845
Hüllermeier, Eyke. “Focusing Search by Using Problem Solving Experience.” In In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, 55–59. IOS Press, 2000.
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2000 | Conference Paper | LibreCat-ID: 15301
Hüllermeier, Eyke. “Fuzzy Dynamics: Methodological Framework and Applications of Compartmental Modeling.” In In Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium, edited by D.M. Dubois, 2000.
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2000 | Conference Paper | LibreCat-ID: 15109
Dubois, D., Eyke 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, edited by E. Blanzieri and L. Portinale, 61–73. Springer, 2000.
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2000 | Conference Paper | LibreCat-ID: 15231
Hüllermeier, Eyke, 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, 1575–82, 2000.
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2000 | Book Chapter | LibreCat-ID: 16234
Dubois, D., Eyke Hüllermeier, and H. Prade. “Formalizing Case-Based Inference Using Fuzzy Rules.” In Soft Computing in Case-Based Reasoning, edited by S.K. Pal, D.Y. So, and T. Dillon, 47–72. Springer, 2000.
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2000 | Conference Paper | LibreCat-ID: 15302
Gueroguieva, I., I. Nestorov, M. Rowland, and Eyke Hüllermeier. “In Vitro-in Vivo Hepatic Clearance Prediction Using Fuzzy Sets.” In In Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 , 11:S22. European Journal of Pharmaceutical Sciences, 2000.
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2000 | Journal Article | LibreCat-ID: 16196
Hüllermeier, Eyke, and C. Giersch. “Fuzzy Dynamics and Applications in Biological Systems Modelling.” Systems Analysis,  Modelling, Simulation 38 (2000): 29–50.
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2000 | Conference Paper | LibreCat-ID: 15808
Dubois, D., Eyke 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, 7–16, 2000.
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2000 | Conference Paper | LibreCat-ID: 15063
Hüllermeier, Eyke. “Change Detection in Heuristic Search.” In Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas, 898–903, 2000.
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2000 | Conference Paper | LibreCat-ID: 14844
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” In In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, 50–54. IOS Press, 2000.
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2000 | Journal Article | LibreCat-ID: 16198
Hüllermeier, Eyke, 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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1999 | Journal Article | LibreCat-ID: 16199
Hüllermeier, Eyke. “Numerical Methods for Fuzzy Initial Value Problems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 7, no. 5 (1999): 439–61.
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1999 | Journal Article | LibreCat-ID: 19815
Kleine Büning, Hans, and Theodor Lettmann. “Resolution Remains Hard under Equivalence.” Discrete Applied Mathematics, 1999, 139–48. https://doi.org/10.1016/s0166-218x(99)00055-4.
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1999 | Conference Paper | LibreCat-ID: 15232
Hüllermeier, Eyke, 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, edited by H.J. Zimmermann, 1999.
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1999 | Book Chapter | LibreCat-ID: 16235
Hüllermeier, Eyke. “Qualitatives Schließen Und Qualitative Simulation.” In Modellierung, Simulation Und Künstliche Intelligenz, edited by H. Szczerbicka and T. Uthmann, 277–310. SCS Publishing House, Erlangen, 1999.
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1999 | Conference Paper | LibreCat-ID: 15233
Hüllermeier, Eyke. “Toward Models of Case-Based Decision Making.” In In Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1999.
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1999 | Conference Paper | LibreCat-ID: 15062
Hüllermeier, Eyke. “Toward a Probabilistic Formalization of Case-Based Inference.” In In Proceedings IJCAI-99, 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, edited by T. Dean, 248–53. Morgan Kaufmann, 1999.
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1999 | Journal Article | LibreCat-ID: 16200
Hüllermeier, Eyke. “Approximation of Uncertain Funtional Relationships.” Fuzzy Sets and Systems 101, no. 2 (1999): 227–40.
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