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449 Publications
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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1999 | Conference Paper | LibreCat-ID: 15233
E. Hüllermeier, “Toward models of case-based decision making,” in in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 1999.
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1999 | Conference Paper | LibreCat-ID: 15234
E. Hüllermeier, “A possibilistic formalization of case-based reasoning and decision making,” in in Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany, 1999, vol. 1625, pp. 411–420.
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1999 | Journal Article | LibreCat-ID: 16199
E. Hüllermeier, “Numerical methods for fuzzy initial value problems,” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 7, no. 5, pp. 439–461, 1999.
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1999 | Journal Article | LibreCat-ID: 16200
E. Hüllermeier, “Approximation of uncertain funtional relationships,” Fuzzy Sets and Systems, vol. 101, no. 2, pp. 227–240, 1999.
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1999 | Book Chapter | LibreCat-ID: 16235
E. Hüllermeier, “Qualitatives Schließen und Qualitative Simulation,” in Modellierung, Simulation und Künstliche Intelligenz, H. Szczerbicka and T. Uthmann, Eds. SCS Publishing House, Erlangen, 1999, pp. 277–310.
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1998 | Conference Paper | LibreCat-ID: 15288
E. Hüllermeier 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, 1998, pp. 1857–1864.
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1998 | Conference Paper | LibreCat-ID: 15289
E. Hüllermeier, “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, 1998, pp. 1296–1303.
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1998 | Conference Paper | LibreCat-ID: 15303
E. Hüllermeier, “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, 1998.
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1998 | Conference Paper | LibreCat-ID: 15810
E. Hüllermeier, “Case-based probality and case-based decision making,” in in Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany, 1998, pp. 13–22.
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1998 | Conference Paper | LibreCat-ID: 15287
E. Hüllermeier, “Fuzzy dynamics of compartmental systems,” in in Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 1998.
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1997 | Conference Paper | LibreCat-ID: 15290
E. Hüllermeier, “Hierarchical propagation of uncertain constraints,” in in Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 1997, pp. 953–957.
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1997 | Conference Paper | LibreCat-ID: 15291
E. Hüllermeier, “Approximation of fuzzy functions,” in in Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany, 1997, pp. 374–381.
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1997 | Conference Paper | LibreCat-ID: 15811
E. Hüllermeier, “Modellierung und Simulation unsicherer dynamischer Systeme und Anwendungen in der Diagnose,” in In Proceedings ASIM Fachgruppentagung Soft Computing, 1997.
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1997 | Journal Article | LibreCat-ID: 16201
E. Hüllermeier, “A new approach to modelling and simulation of uncertain dynamical systems,” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 5, no. 2, pp. 117–137, 1997.
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1996 | Conference Paper | LibreCat-ID: 15292
E. Hüllermeier, “Approminate probabilistic reasoning with fuzzy constraints,” in in Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 1996.
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1996 | Conference Paper | LibreCat-ID: 15293
E. Hüllermeier, “A fuzzy simulation method,” in International Symposium on Soft Computing, Reading U.K., 1996, pp. B230–B236.
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1996 | Conference Paper | LibreCat-ID: 15304
E. Hüllermeier, “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, 1996, pp. 54–55.
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1995 | Conference Paper | LibreCat-ID: 15294
E. Hüllermeier, “Towards modelling of fuzzy functions,” in in Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, 1995, pp. 150–154.
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1995 | Conference Paper | LibreCat-ID: 15295
E. Hüllermeier, “Rule-based modelling in fuzzy simulation,” in in Proceedings ISFL-95 International Symposium on Logic, Zürich, 1995, pp. B49–B56.
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