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418 Publications


2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., Dubois, D., Hüllermeier, E., Prade, H., & Sèdes, F. (2002). Case-based quering and prediction: A fuzzy set approach. In in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii (pp. 735–740).
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., Dubois, D., Hüllermeier, E., Prade, H., & Sèdes, F. (2002). A fuzzy set approach to flexible case-based querying: methodology and experimentation. 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 (pp. 449–458). Morgan Kaufmann.
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2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, E., Dubois, D., & Prade, H. (2002). Model adaption in possibilistic instance-based reasoning. IEEE Transactions on Fuzzy Systems, 10(3), 333–339.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, E. (2002). 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 (pp. 101–108).
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, E. (2002). 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 (pp. 200–211). Springer.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, E. (2002). Possibilistic induction in decision tree learning. In in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland (pp. 173–184). Springer.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, E. (2002). On the representation and combination of evidence in instance-based learning. In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France (pp. 360–364). IOS Press.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Hüllermeier, E., & Prade, H. (2002). Fuzzy set-based methods in instance-based reasoning. IEEE Transactions on Fuzzy Systems, 10(3), 322–332.
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, E. (2002). Exploiting similarity and experience in decision making. In in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii (pp. 729–734).
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2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, E., Dubois, D., & Prade, H. (2002). Knowledge-based extrapolation of cases: A possibilistic approach. In B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, & R. R. Yager (Eds.), Technologies for Constructing Intelligent Systems (pp. 377–390). Springer.
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2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, E. (2001). Experience-based decision making and learning from examples. In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer.
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2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Hüllermeier, E., & Prade, H. (2001). 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 (pp. 1592–1597).
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2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., Hüllermeier, E., & Weise, P. (2001). Empirische  Überprüfung eines synergetischen Konjunkturmodells. In H.-W. Lorenz & B. Meyer (Eds.), Studien zur Evoltorischen Ökonomik IV (pp. 11–44). Duncker & Humblot, Berlin.
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2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, E. (2001). Possibilistic instance-based learning. In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany (pp. 108–115).
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2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, E. (2001). Fuzzy association rules: Semantic issues and quality measures. In B. Reusch (Ed.), in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany (Vol. 2206, pp. 380–391). Springer.
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2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, E. (2001). Implication-based fuzzy association rules. In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany (pp. 93–99).
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2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, E., Dubois, D., & Prade, H. (2001). Instance-based prediction in the framework of possibility theory. In In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada.
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2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, E. (2001). Implication-based fuzzy association rules. In D. Raedt & A. Siebes (Eds.), in Proceedings PKDD-01  5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany (Vol. 2168, pp. 241–252). Springer.
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2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, E. (2001). Machinelles Lernen und Komplexität. In F. Haslinger & P. Weise (Eds.), Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen (pp. 255–288). Metropolis.
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2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, E. (2001). Similarity-based inference as evidential reasoning. International Journal of Approximate Reasoning, 26, 67–100.
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2000 | Conference Paper | LibreCat-ID: 15108
Hüllermeier, E. (2000). A method for predicting solutions in case-based problem solving. In E. Blanzieri & L. Portinale (Eds.), in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy (pp. 124–135). Springer.
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2000 | Conference Paper | LibreCat-ID: 14845
Hüllermeier, E. (2000). Focusing search by using problem solving experience. In W. Horn (Ed.), In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany (pp. 55–59). IOS Press.
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2000 | Conference Paper | LibreCat-ID: 15301
Hüllermeier, E. (2000). Fuzzy dynamics: Methodological framework and applications of compartmental modeling. In D. M. Dubois (Ed.), in Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium.
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2000 | Conference Paper | LibreCat-ID: 15109
Dubois, D., Hüllermeier, E., & Prade, H. (2000). Flexible control of case-based prediction in the framework of possibility theory. In E. Blanzieri & L. Portinale (Eds.), in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy (pp. 61–73). Springer.
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2000 | Conference Paper | LibreCat-ID: 15231
Hüllermeier, E., Dubois, D., & Prade, H. (2000). 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 (pp. 1575–1582).
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2000 | Book Chapter | LibreCat-ID: 16234
Dubois, D., Hüllermeier, E., & Prade, H. (2000). Formalizing case-based inference using fuzzy rules. In S. K. Pal, D. Y. So, & T. Dillon (Eds.), Soft Computing in Case-Based Reasoning (pp. 47–72). Springer.
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2000 | Conference Paper | LibreCat-ID: 15302
Gueroguieva, I., Nestorov, I., Rowland, M., & Hüllermeier, E. (2000). In vitro-in vivo hepatic clearance prediction using fuzzy sets. In in Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 (Vol. 11, p. S22). European Journal of Pharmaceutical Sciences.
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2000 | Journal Article | LibreCat-ID: 16196
Hüllermeier, E., & Giersch, C. (2000). Fuzzy dynamics and applications in biological systems modelling. Systems Analysis,  Modelling, Simulation, 38, 29–50.
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2000 | Conference Paper | LibreCat-ID: 15808
Dubois, D., Hüllermeier, E., & Prade, H. (2000). Flexible control of case-based prediction in the framework of possibility theory. In In Proceedings RàPC-2000, Raisonnement à partir de Cas, Toulouse, France (pp. 7–16).
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2000 | Conference Paper | LibreCat-ID: 15063
Hüllermeier, E. (2000). Change detection in heuristic search. In Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas (pp. 898–903).
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2000 | Conference Paper | LibreCat-ID: 14844
Hüllermeier, E. (2000). Similarity-based inference as evidential reasoning. In W. Horn (Ed.), In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany (pp. 50–54). IOS Press.
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2000 | Journal Article | LibreCat-ID: 16198
Hüllermeier, E., Kraft, M., & Weise, P. (2000). Evaluation and specification of a synergetic business cycle model with German data. Homo Oeconomicus XVI.
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1999 | Journal Article | LibreCat-ID: 16199
Hüllermeier, E. (1999). Numerical methods for fuzzy initial value problems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 7(5), 439–461.
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1999 | Conference Paper | LibreCat-ID: 15232
Hüllermeier, E., Dubois, D., & Prade, H. (1999). Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany.
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1999 | Book Chapter | LibreCat-ID: 16235
Hüllermeier, E. (1999). Qualitatives Schließen und Qualitative Simulation. In H. Szczerbicka & T. Uthmann (Eds.), Modellierung, Simulation und Künstliche Intelligenz (pp. 277–310). SCS Publishing House, Erlangen.
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1999 | Conference Paper | LibreCat-ID: 15233
Hüllermeier, E. (1999). Toward models of case-based decision making. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany.
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1999 | Conference Paper | LibreCat-ID: 15062
Hüllermeier, E. (1999). Toward a probabilistic formalization of case-based inference. In T. Dean (Ed.), in Proceedings IJCAI-99, 16th international Joint Conference on Artificial Intelligence, Stockholm, Sweden (pp. 248–253). Morgan Kaufmann.
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1999 | Journal Article | LibreCat-ID: 16200
Hüllermeier, E. (1999). Approximation of uncertain funtional relationships. Fuzzy Sets and Systems, 101(2), 227–240.
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1999 | Conference Paper | LibreCat-ID: 15234
Hüllermeier, E. (1999). A possibilistic formalization of case-based reasoning and decision making. In B. Reusch (Ed.), in Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany (Vol. 1625, pp. 411–420). Springer.
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1999 | Conference Paper | LibreCat-ID: 15107
Hüllermeier, E. (1999). Exploiting similarity for supporting data analysis and problem solving. In D. J. Hand, J. N. Kok, & M. R. Berthold (Eds.), In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands (Vol. 1642, pp. 257–268). Springer.
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1999 | Conference Paper | LibreCat-ID: 15809
Hüllermeier, E., Dubois, D., & Prade, H. (1999). Fuzzy rules in case-based reasoning. In In Proceedings RàPC-1999, Raisonnement à partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999 (pp. 45–54).
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1998 | Conference Paper | LibreCat-ID: 15287
Hüllermeier, E. (1998). Fuzzy dynamics of compartmental systems. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany.
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1998 | Conference Paper | LibreCat-ID: 15288
Hüllermeier, E., & Giersch, C. (1998). 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 (pp. 1857–1864). Editions E.D.K.
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1998 | Conference Paper | LibreCat-ID: 15303
Hüllermeier, E. (1998). Numerical solutions for fuzzy initial value problems. In P. Borne, M. Ksouri, & A. El Kamel (Eds.), in Proceedings CESA-98, IMACS Multiconference on Computaional Engineering in Systems Applications, Symposium on Applied Mathematics and Optimization, Nabeul-Hammamet, Tunesia.
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1998 | Conference Paper | LibreCat-ID: 15810
Hüllermeier, E. (1998). Case-based probality and case-based decision making. In L. Gierl & M. Lenz (Eds.), in Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany (pp. 13–22).
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1998 | Conference Paper | LibreCat-ID: 15289
Hüllermeier, E. (1998). 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 (pp. 1296–1303). Editions E.D.K.
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1997 | Conference Paper | LibreCat-ID: 15290
Hüllermeier, E. (1997). Hierarchical  propagation of uncertain constraints. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany (pp. 953–957).
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1997 | Conference Paper | LibreCat-ID: 15291
Hüllermeier, E. (1997). Approximation of fuzzy functions. In A. Grauel, W. Becker, & F. Belli (Eds.), in Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany (pp. 374–381).
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1997 | Conference Paper | LibreCat-ID: 15811
Hüllermeier, E. (1997). Modellierung und Simulation unsicherer dynamischer Systeme und Anwendungen in der Diagnose. In D. P. F. Möller & O. Richter (Eds.), In Proceedings ASIM Fachgruppentagung Soft Computing.
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1997 | Journal Article | LibreCat-ID: 16201
Hüllermeier, E. (1997). A new approach to modelling and simulation of uncertain dynamical systems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 5(2), 117–137.
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1996 | Conference Paper | LibreCat-ID: 15292
Hüllermeier, E. (1996). Approminate probabilistic reasoning with fuzzy constraints. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany.
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1996 | Conference Paper | LibreCat-ID: 15293
Hüllermeier, E. (1996). A fuzzy simulation method. In P. G. Anderson & K. Warwick (Eds.), International Symposium on Soft Computing, Reading U.K. (pp. B230–B236). ICSC Academic Press.
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1996 | Conference Paper | LibreCat-ID: 15304
Hüllermeier, E. (1996). 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 (pp. 54–55).
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1995 | Conference Paper | LibreCat-ID: 15305
Hüllermeier, E. (1995). Fuzzy polynomial and spline interpolation. In in Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin (pp. 401–404). Gordon and Breach Publishers.
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1995 | Conference Paper | LibreCat-ID: 15294
Hüllermeier, E. (1995). Towards modelling of fuzzy functions. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany (pp. 150–154).
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1995 | Conference Paper | LibreCat-ID: 15295
Hüllermeier, E. (1995). Rule-based modelling in fuzzy simulation. In in Proceedings ISFL-95 International Symposium on Logic, Zürich (pp. B49–B56). ICSC Academic Press.
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1995 | Book Chapter | LibreCat-ID: 16236
Hüllermeier, E. (1995). Konjunkturzyklen aufgrund von Investitionsinterdependenzen:  Simulation und empirische Überprüfung. In J. Flemmig (Ed.), Moderne Makroökonomie-Eine kritische Bestandsaufnahme (pp. 413–454). Metropolis.
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1994 | Conference Paper | LibreCat-ID: 15296
Hüllermeier, E. (1994). Approximate solution of a linear programming problem using a modified perceptron-algorithm. In H. J. Zimmermann (Ed.), in Proceedings EUFIT-94 2nd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany (pp. 195–199).
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