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449 Publications
2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier E, Dubois D, Prade H. Model adaption in possibilistic instance-based reasoning. IEEE Transactions on Fuzzy Systems. 2002;10(3):333-339.
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2002 | Journal Article | LibreCat-ID: 16192
Dubois D, Hüllermeier E, Prade H. Fuzzy set-based methods in instance-based reasoning. IEEE Transactions on Fuzzy Systems. 2002;10(3):322-332.
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2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier E, Dubois D, Prade H. Knowledge-based extrapolation of cases: A possibilistic approach. In: Bouchon-Meunier B, Gutierrez-Rios J, Magdalena L, Yager RR, eds. Technologies for Constructing Intelligent Systems. Springer; 2002:377-390.
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2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier E. 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: 15805
Hüllermeier E. Possibilistic instance-based learning. In: In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany. ; 2001:108-115.
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2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier E. Implication-based fuzzy association rules. In: In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany. ; 2001:93-99.
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2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier E, Dubois D, Prade H. 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 E. Implication-based fuzzy association rules. In: Raedt D, Siebes A, eds. In Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany. Vol 2168. LNAI. Springer; 2001:241-252.
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2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier E. Fuzzy association rules: Semantic issues and quality measures. In: Reusch B, ed. In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany. Vol 2206. LNCS. Springer; 2001:380-391.
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2001 | Conference Paper | LibreCat-ID: 15230
Dubois D, Hüllermeier E, Prade H. 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. ; 2001:1592-1597.
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2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier E. Similarity-based inference as evidential reasoning. International Journal of Approximate Reasoning. 2001;26:67-100.
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2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier E. Machinelles Lernen und Komplexität. In: Haslinger F, Weise P, eds. Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen. Metropolis; 2001:255-288.
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2001 | Book Chapter | LibreCat-ID: 16233
Kraft M, Hüllermeier E, Weise P. Empirische Überprüfung eines synergetischen Konjunkturmodells. In: Lorenz H-W, Meyer B, eds. Studien Zur Evoltorischen Ökonomik IV. Duncker & Humblot, Berlin; 2001:11-44.
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2000 | Conference Paper | LibreCat-ID: 15301
Hüllermeier E. Fuzzy dynamics: Methodological framework and applications of compartmental modeling. In: Dubois DM, ed. In Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium. ; 2000.
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2000 | Conference Paper | LibreCat-ID: 15302
Gueroguieva I, Nestorov I, Rowland M, Hüllermeier E. 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. European Journal of Pharmaceutical Sciences; 2000:S22.
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2000 | Conference Paper | LibreCat-ID: 15808
Dubois D, Hüllermeier E, Prade H. Flexible control of case-based prediction in the framework of possibility theory. In: In Proceedings RàPC-2000, Raisonnement à Partir de Cas, Toulouse, France. ; 2000:7-16.
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2000 | Conference Paper | LibreCat-ID: 14844
Hüllermeier E. Similarity-based inference as evidential reasoning. In: Horn W, ed. In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany. IOS Press; 2000:50-54.
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2000 | Conference Paper | LibreCat-ID: 14845
Hüllermeier E. Focusing search by using problem solving experience. In: Horn W, ed. In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany. IOS Press; 2000:55-59.
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2000 | Conference Paper | LibreCat-ID: 15063
Hüllermeier E. Change detection in heuristic search. In: Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas. ; 2000:898-903.
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2000 | Conference Paper | LibreCat-ID: 15108
Hüllermeier E. A method for predicting solutions in case-based problem solving. In: Blanzieri E, Portinale L, eds. In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy. Springer; 2000:124-135.
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2000 | Conference Paper | LibreCat-ID: 15109
Dubois D, Hüllermeier E, Prade H. Flexible control of case-based prediction in the framework of possibility theory. In: Blanzieri E, Portinale L, eds. In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy. Springer; 2000:61-73.
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2000 | Conference Paper | LibreCat-ID: 15231
Hüllermeier E, Dubois D, Prade H. 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. ; 2000:1575-1582.
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2000 | Journal Article | LibreCat-ID: 16196
Hüllermeier E, Giersch C. Fuzzy dynamics and applications in biological systems modelling. Systems Analysis, Modelling, Simulation. 2000;38:29-50.
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2000 | Journal Article | LibreCat-ID: 16198
Hüllermeier E, Kraft M, Weise P. 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
Dubois D, Hüllermeier E, Prade H. Formalizing case-based inference using fuzzy rules. In: Pal SK, So DY, Dillon T, eds. Soft Computing in Case-Based Reasoning. Springer; 2000:47-72.
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1999 | Journal Article | LibreCat-ID: 19815
Kleine Büning H, Lettmann T. Resolution remains hard under equivalence. Discrete Applied Mathematics. 1999:139-148. doi:10.1016/s0166-218x(99)00055-4
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1999 | Conference Paper | LibreCat-ID: 15809
Hüllermeier E, Dubois D, Prade H. Fuzzy rules in case-based reasoning. In: In Proceedings RàPC-1999, Raisonnement à Partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999. ; 1999:45-54.
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1999 | Conference Paper | LibreCat-ID: 15062
Hüllermeier E. Toward a probabilistic formalization of case-based inference. In: Dean T, ed. In Proceedings IJCAI-99, 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden. Morgan Kaufmann; 1999:248-253.
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1999 | Conference Paper | LibreCat-ID: 15107
Hüllermeier E. Exploiting similarity for supporting data analysis and problem solving. In: Hand DJ, Kok JN, Berthold MR, eds. In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands. Vol 1642. LNCS. Springer; 1999:257-268.
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1999 | Conference Paper | LibreCat-ID: 15232
Hüllermeier E, Dubois D, Prade H. Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation. In: Zimmermann HJ, ed. 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
Hüllermeier E. Toward models of case-based decision making. In: Zimmermann HJ, ed. 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
Hüllermeier E. A possibilistic formalization of case-based reasoning and decision making. In: Reusch B, ed. In Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany. Vol 1625. LNCS. Springer; 1999:411-420.
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1999 | Journal Article | LibreCat-ID: 16199
Hüllermeier E. Numerical methods for fuzzy initial value problems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 1999;7(5):439-461.
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1999 | Journal Article | LibreCat-ID: 16200
Hüllermeier E. Approximation of uncertain funtional relationships. Fuzzy Sets and Systems. 1999;101(2):227-240.
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1999 | Book Chapter | LibreCat-ID: 16235
Hüllermeier E. Qualitatives Schließen und Qualitative Simulation. In: Szczerbicka H, Uthmann T, eds. Modellierung, Simulation Und Künstliche Intelligenz. SCS Publishing House, Erlangen; 1999:277-310.
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1998 | Conference Paper | LibreCat-ID: 15288
Hüllermeier E, Giersch C. 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. Editions E.D.K.; 1998:1857-1864.
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1998 | Conference Paper | LibreCat-ID: 15289
Hüllermeier E. 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. Editions E.D.K.; 1998:1296-1303.
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1998 | Conference Paper | LibreCat-ID: 15303
Hüllermeier E. Numerical solutions for fuzzy initial value problems. In: Borne P, Ksouri M, El Kamel A, eds. 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
Hüllermeier E. Case-based probality and case-based decision making. In: Gierl L, Lenz M, eds. In Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany. ; 1998:13-22.
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1998 | Conference Paper | LibreCat-ID: 15287
Hüllermeier E. Fuzzy dynamics of compartmental systems. In: Zimmermann HJ, ed. 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
Hüllermeier E. Hierarchical propagation of uncertain constraints. In: Zimmermann HJ, ed. In Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany. ; 1997:953-957.
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1997 | Conference Paper | LibreCat-ID: 15291
Hüllermeier E. Approximation of fuzzy functions. In: Grauel A, Becker W, Belli F, eds. In Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany. ; 1997:374-381.
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1997 | Conference Paper | LibreCat-ID: 15811
Hüllermeier E. Modellierung und Simulation unsicherer dynamischer Systeme und Anwendungen in der Diagnose. In: Möller DPF, Richter O, eds. In Proceedings ASIM Fachgruppentagung Soft Computing. ; 1997.
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1997 | Journal Article | LibreCat-ID: 16201
Hüllermeier E. A new approach to modelling and simulation of uncertain dynamical systems. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 1997;5(2):117-137.
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1996 | Book Chapter | LibreCat-ID: 19816
Kleine Büning H, Lettmann T. Learning a representation for optimizable formulas. In: Lecture Notes in Computer Science. Berlin, Heidelberg; 1996. doi:10.1007/3-540-61863-5_33
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1996 | Conference Paper | LibreCat-ID: 15292
Hüllermeier E. Approminate probabilistic reasoning with fuzzy constraints. In: Zimmermann HJ, ed. 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
Hüllermeier E. A fuzzy simulation method. In: Anderson PG, Warwick K, eds. International Symposium on Soft Computing, Reading U.K. ICSC Academic Press; 1996:B230-B236.
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1996 | Conference Paper | LibreCat-ID: 15304
Hüllermeier E. 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. ; 1996:54-55.
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1995 | Conference Paper | LibreCat-ID: 15294
Hüllermeier E. Towards modelling of fuzzy functions. In: Zimmermann HJ, ed. In Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany. ; 1995:150-154.
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1995 | Conference Paper | LibreCat-ID: 15295
Hüllermeier E. Rule-based modelling in fuzzy simulation. In: In Proceedings ISFL-95 International Symposium on Logic, Zürich. ICSC Academic Press; 1995:B49-B56.
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