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418 Publications


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 | 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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1999 | Conference Paper | LibreCat-ID: 15234
Hüllermeier, Eyke. “A Possibilistic Formalization of Case-Based Reasoning and Decision Making.” In In Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany, edited by B. Reusch, 1625:411–20. LNCS. Springer, 1999.
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1999 | Conference Paper | LibreCat-ID: 15107
Hüllermeier, Eyke. “Exploiting Similarity for Supporting Data Analysis and Problem Solving.” In In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands, edited by D.J. Hand, J.N. Kok, and M.R. Berthold, 1642:257–68. LNCS. Springer, 1999.
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1999 | Conference Paper | LibreCat-ID: 15809
Hüllermeier, Eyke, 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, 45–54, 1999.
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1998 | Conference Paper | LibreCat-ID: 15287
Hüllermeier, Eyke. “Fuzzy Dynamics of Compartmental Systems.” In In Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1998.
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1998 | Conference Paper | LibreCat-ID: 15288
Hüllermeier, Eyke, and C. Giersch. “Fuzzy Sets and Modelling of Uncertainty in Biological Systems.” In In Proceedings IPMU-98 7th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne, 1857–64. Editions E.D.K., 1998.
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1998 | Conference Paper | LibreCat-ID: 15303
Hüllermeier, Eyke. “Numerical Solutions for Fuzzy Initial Value Problems.” In In Proceedings CESA-98, IMACS Multiconference on Computaional Engineering in Systems Applications, Symposium on Applied Mathematics and Optimization, Nabeul-Hammamet, Tunesia, edited by P. Borne, M. Ksouri, and A. El Kamel, 1998.
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1998 | Conference Paper | LibreCat-ID: 15810
Hüllermeier, Eyke. “Case-Based Probality and Case-Based Decision Making.” In In Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany, edited by L. Gierl and M. Lenz, 13–22, 1998.
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1998 | Conference Paper | LibreCat-ID: 15289
Hüllermeier, Eyke. “A Bayesian Approach to Case-Based Probalistic Reasoning.” In In Proceedings IPMU-98 7th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne, 1296–1303. Editions E.D.K., 1998.
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1997 | Conference Paper | LibreCat-ID: 15290
Hüllermeier, Eyke. “Hierarchical  Propagation of Uncertain Constraints.” In In Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 953–57, 1997.
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1997 | Conference Paper | LibreCat-ID: 15291
Hüllermeier, Eyke. “Approximation of Fuzzy Functions.” In In Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany, edited by A. Grauel, W. Becker, and F. Belli, 374–81, 1997.
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1997 | Conference Paper | LibreCat-ID: 15811
Hüllermeier, Eyke. “Modellierung Und Simulation Unsicherer Dynamischer Systeme Und Anwendungen in Der Diagnose.” In In Proceedings ASIM Fachgruppentagung Soft Computing, edited by D.P.F. Möller and O. Richter, 1997.
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1997 | Journal Article | LibreCat-ID: 16201
Hüllermeier, Eyke. “A New Approach to Modelling and Simulation of Uncertain Dynamical Systems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 5, no. 2 (1997): 117–37.
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1996 | Conference Paper | LibreCat-ID: 15292
Hüllermeier, Eyke. “Approminate Probabilistic Reasoning with Fuzzy Constraints.” In In Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1996.
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1996 | Conference Paper | LibreCat-ID: 15293
Hüllermeier, Eyke. “A Fuzzy Simulation Method.” In International Symposium on Soft Computing, Reading U.K., edited by P.G. Anderson and K. Warwick, B230–36. ICSC Academic Press, 1996.
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1996 | Conference Paper | LibreCat-ID: 15304
Hüllermeier, Eyke. “Hierarchical Constraint Propagation Based on Interval Arithmetic.” In In Proceedings Interval-96 International Conference on Interval Methods and Computer Aided Proofs in Science and Engineering, Würzburg, 54–55, 1996.
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1995 | Conference Paper | LibreCat-ID: 15305
Hüllermeier, Eyke. “Fuzzy Polynomial and Spline Interpolation.” In In Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin, 401–4. Gordon and Breach Publishers, 1995.
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1995 | Conference Paper | LibreCat-ID: 15294
Hüllermeier, Eyke. “Towards Modelling of Fuzzy Functions.” In In Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 150–54, 1995.
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1995 | Conference Paper | LibreCat-ID: 15295
Hüllermeier, Eyke. “Rule-Based Modelling in Fuzzy Simulation.” In In Proceedings ISFL-95 International Symposium on Logic, Zürich, B49–56. ICSC Academic Press, 1995.
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1995 | Book Chapter | LibreCat-ID: 16236
Hüllermeier, Eyke. “Konjunkturzyklen Aufgrund von Investitionsinterdependenzen:  Simulation Und Empirische Überprüfung.” In Moderne Makroökonomie-Eine Kritische Bestandsaufnahme, edited by J. Flemmig, 413–54. Metropolis, 1995.
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1994 | Conference Paper | LibreCat-ID: 15296
Hüllermeier, Eyke. “Approximate Solution of a Linear Programming Problem Using a Modified Perceptron-Algorithm.” In In Proceedings EUFIT-94 2nd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 195–99, 1994.
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