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449 Publications
2003 | Conference Paper | LibreCat-ID: 15802
Weskamp N, Kuhn D, Hüllermeier E, Klebe G. 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: 15803
Hüllermeier E. Instance-based learning of credible label sets. In: Günter A, Kruse R, Neumann B, eds. In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer; 2003.
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2003 | Conference Paper | LibreCat-ID: 15065
Hüllermeier E. Regularized learning with flexible constraints. In: Berthold MR, Lenz HJ, Bradley E, Kruse R, Borgelt C, eds. In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis. Vol 2810. Lecture Notes in Computer Science, Berlin. Springer; 2003.
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2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz J, Hüllermeier E. 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 | Conference Paper | LibreCat-ID: 15221
Hüllermeier E. 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. ; 2003:468-473.
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2003 | Conference Paper | LibreCat-ID: 15222
Dubois D, Hüllermeier E, Prade H. A note on quality measures for fuzzy association rules. In: Bilgic T, De Beats B, Kaynak O, eds. In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey. Vol 2715. LNAI. Springer; 2003:648-677.
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2003 | Conference Paper | LibreCat-ID: 15223
Hüllermeier E. Inducing fuzzy concepts through extended version space learning. In: Bilgic T, De Beats B, Kaynak O, eds. In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey. Vol 2715. LNAI. Springer; 2003:648-677.
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2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier E. Possibilistic instance-based learning. Artificial Intelligence. 2003;148(1-2):335-383.
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2003 | Journal Article | LibreCat-ID: 16189
De Calmès M, Dubois D, Hüllermeier E, Prade H, Sèdes F. Flexibility and case-based evaluation in querying: An Illustration in an experimental setting. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems. 2003;11(1):43-66.
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2003 | Journal Article | LibreCat-ID: 16190
Dubois D, Hüllermeier E, Prade H. On the representation of fuzzy rules in terms of crisp rules. Information Sciences. 2003;151:301-326.
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2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier E. Sequential decision making in heuristic search. In: Della Riccia G, Dubois D, Kruse R, Lenz HJ, eds. Planning Based on Decision Theory (CISM Courses and Lectures No.472). Springer; 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
Dubois D, Hüllermeier E, Prade H. Possibilistic case-based decisions. In: Lesage C, Cottrell M, eds. Connectionist Approaches in Economics and Management Sciences. Vol 6. Advances in Computational Management Sciences. Kluwer; 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier E, Beringer J. Mining implication-based fuzzy association rules in databases. In: Bouchon-Meunier B, Foulloy L, Yager RR., eds. Intelligent Systems for Information Processing: From Representation to Applications. Elsevier; 2003.
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2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier E. On the representation and combination of evidence in instance-based learning. In: In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France. IOS Press; 2002:360-364.
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2002 | Conference Paper | LibreCat-ID: 15064
De Calmès M, Dubois D, Hüllermeier E, Prade H, Sèdes F. A fuzzy set approach to flexible case-based querying: methodology and experimentation. In: Fensel D, Giunchiglia F, Mc Guinness D, Williams MA, eds. In Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France. Morgan Kaufmann; 2002:449-458.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier E. 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. Springer; 2002:200-211.
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2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier E. Possibilistic induction in decision tree learning. In: In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland. Springer; 2002:173-184.
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2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier E. 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. ; 2002:101-108.
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2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier E. Exploiting similarity and experience in decision making. In: In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii. ; 2002:729-734.
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2002 | Conference Paper | LibreCat-ID: 15228
De Calmès M, Dubois D, Hüllermeier E, Prade H, Sèdes F. Case-based quering and prediction: A fuzzy set approach. In: In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii. ; 2002:735-740.
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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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| DOI
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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