448 Publications
2009 | Book Chapter | LibreCat-ID: 10188
E. Hüllermeier, “On the usefulness of fuzzy sets in data mining,” in Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications, R. Seising, Ed. Springer, 2009, pp. 457–470.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
W. Cheng, J. Hühn, and E. Hüllermeier, “Decision tree and instance-based learning for label ranking,” in in Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada, 2009, pp. 161–168.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
J. Fürnkranz, E. Hüllermeier, and S. Vanderlooy, “Binary decomposition methods for multipartite ranking,” in In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13598
W. Cheng and E. Hüllermeier, “A new instance-based label ranking approach using the Mallows model. In Advances in Neural Networks,” in in Proceedings 6th International Symposium on Neural Networks, Wuhan, China, 2009, no. LNCS 5551, pp. 707–716.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
E. Hüllermeier and S. Vanderlooy, “Weighted voting as approximate MAP prediction in pairwise classification,” in In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 2008, pp. 34–41.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
T. Fober, E. Hüllermeier, and M. Mernberger, “Evolutionary construction of multiple graph alignments for mining structured biomolecular data ,” in In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 2008, pp. 27–33.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
T. Fober, E. Hüllermeier, and M. Mernberger, “Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules,” in iIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008, 2008, pp. 44–53.
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
J. Hühn and E. Hüllermeier, “Is an ordinal class structure useful in classifier learning?,” International Journal of Data Mining, Modeling and Management , vol. 1, no. 1, pp. 45–67, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
E. Hüllermeier, J. Fürnkranz, W. Cheng, and K. Brinker, “Label ranking by learning pairwise preferences,” Artificial Intelligence, vol. 172, pp. 1897–1917, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16167
S. Vanderlooy and E. Hüllermeier, “A critical analysis of variants of the AUC,” Machine Learning, vol. 72, pp. 247–272, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16168
J. Fürnkranz, E. Hüllermeier, E. Mencia, and K. Brinker, “Multilabel classification via calibrated label ranking,” Machine Learning, vol. 73, no. 2, pp. 133–153, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
E. Hüllermeier and K. Brinker, “Learning valued preference structures for solving classification problems,” Fuzzy Sets and Systems, vol. 159, no. 18, pp. 2337–2352, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
J. Beringer and E. Hüllermeier, “Case-based learning in a bipolar possibilistic framework,” International Journal of Intelligent Systems, vol. 23, no. 10, pp. 1119–1134, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
E. Hüllermeier, “Granular computing in machine learning and data mining,” in Handbook on Granular Computing, W. Pedrycz, A. Skowron, and V. Kreinovich, Eds. John Wiley and Sons, 2008, pp. 889–906.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
E. Hüllermeier, “Fuzzy methods in data mining,” in Encyclopedia of Data Warehousing and Mining - Second Edition, Idea Group, Inc.,Hershey, USA, 2008, pp. 907–912.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
E. Hüllermeier and J. Fürnkranz, “Learning preference models from data: On the problem of label ranking and its variants,” in Preferences and Similarities, G. Della Riccia, D. Dubois, R. Kruse, and H. J. Lenz, Eds. Springer, 2008, pp. 283–304.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
E. Hüllermeier, I. Vladimirskiy, B. Prados Suarez, and E. Stauch, “Supporting case-based retrieval by similarity skylines: Basic concepts and extensions,” in in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, 2008, no. LNAI 5239, pp. 240–254.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
W. Cheng and E. Hüllermeier, “Learning similarity functions from qualitative feedback,” in in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, 2008, no. LNAI 5239, pp. 120–134.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
W. Cheng, E. Hüllermeier, B. Seeger, and I. Vladimirskiy, “Interactive ranking of skylines using machine learning techniques,” in In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany, 2007, pp. 141–148.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15783
T. Fober, E. Hüllermeier, and M. Mernberger, “Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules,” in in Proceedings 17th Workshop Computational Intelligence, Dortmund Germany, 2007, pp. 1–14.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
I. Vladimirskiy, E. Hüllermeier, and E. Stauch, “Similarity search over uncertain archaeological data using a modified skyline operator,” in In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, 2007, pp. 31–40.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
E. Hüllermeier and J. Fürnkranz, “On minimizing the position error in label ranking,” in In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
K. Brinker and E. Hüllermeier, “Label ranking in case-based reasoning,” in In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, 2007, vol. 4626, pp. 77–91.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
J. Beringer and E. Hüllermeier, “Efficient instance-based learning on data streams,” in In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig, 2007, pp. 34–48.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
K. Brinker and E. Hüllermeier, “Case-based multilabel ranking,” in in Proceedings IJCAI-07, 20th international Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007, 2007, pp. 701–707.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
E. Hüllermeier and K. Brinker, “Fuzzy-relational classificaton : Combining pairwise decomposition techniques with fuzzy preference modeling,” in in Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic, 2007, vol. 1, pp. 353–360.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
J. Beringer and E. Hüllermeier, “Adaptive optimization of the number of clusters in fuzzy clustering, London 2007,” in in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15199
E. Hüllermeier, N. Weskamp, G. Klebe, and D. Kuhn, “Graph alignment: Fuzzy pattern mining for the structural analysis of protein active sites,” in in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16170
E. Hüllermeier and Y. Yi, “In defense of fuzzy association analysis,” IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, vol. 37, no. 4, pp. 1039–1043, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
E. Hüllermeier, “Credible case-based inference using similarity profiles,” IEEE Transactions on Knowledge and Data Engineering, vol. 19, no. 5, pp. 847–858, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
J. Beringer and E. Hüllermeier, “Efficient instance-based learning on data streams,” Intelligent Data Analysis, vol. 11, no. 6, pp. 627–650, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
D. Dubois and E. Hüllermeier, “Comparing probability measures using possibility theory: A notion of relative peakedness,” International Journal of Approximate Reasoning, vol. 45, no. 2, pp. 364–385, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
N. Weskamp, E. Hüllermeier, D. Kuhn, and G. Klebe, “Multiple graph aligment for the structural analysis of protein active sites,” IEEE/ACM Transactions of Computational Biology and Bioinformatics, vol. 4, no. 2, pp. 310–320, 2007.
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
I. Karimi and E. Hüllermeier, “Risk assessment for natural hazards: A new approach based on fuzzy probability,” Fuzzy Sets and Systems, vol. 158, no. 9, pp. 987–999, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
E. Hüllermeier, “Why fuzzy set theory is useful in data mining,” in Successes and New Directions in Data Mining, F. Masseglia, P. Poncelet, and M. Teisseire, Eds. Information Science Reference, Hershey, New York, 2007, pp. 1–16.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
J. Beringer and E. Hüllermeier, “Fuzzy clustering of parallel data streams,” in Advances in Fuzzy Clustering and its Applications , J. Valente de Oliveira and W. Pedrycz, Eds. John Wiley and Sons, 2007, pp. 333–352.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
E. Hüllermeier, “Fuzzy methods for data mining and machine learning: State of the art and prospects,” in Fuzzy Sets and their Extensions: Representation, Aggregation and Models, Springer, 2007, pp. 355–374.
LibreCat
2007 | Book | LibreCat-ID: 16282
E. Hüllermeier, Case-based Approximate Reasoning, vol. 44. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
J. N. Sulzmann, J. Fürnkranz, and E. Hüllermeier, “On pairwise Naive Bayes classifiers,” in In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, 2007.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
J. Beringer and E. Hüllermeier, “Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006,” in in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, 2006, pp. 140–149.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
E. Hüllermeier and K. Brinker, “Classification via fuzzy preference learning,” in in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, 2006, pp. 190–199.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
E. Hüllermeier, “Credible case-based inference using similarity profiles,” in In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey, 2006, pp. 230–242.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
K. Bade, E. Hüllermeier, and A. Nürnberger, “Hierarchical classification by expected utility maximization,” in In Proceedings ICDM-2006, IEEE International Conference on Data Mining, 2006, pp. 43–52.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
K. Brinker and E. Hüllermeier, “Case-based label ranking,” in In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006, 2006, pp. 566–573.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
K. Brinker, J. Fuernkranz, and E. Hüllermeier, “A unified model for multilabel classification and ranking,” in In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy, 2006, pp. 489–493.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15201
E. Hüllermeier, “Integrating instance-based learning and logistic regression,” in In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15213
E. Hüllermeier, “The Choquet integral as an aggregation operator in case-based learning,” in in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund, 2006, pp. 615–628.
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
D. Dubois, E. Hüllermeier, and H. Prade, “A systematic approach to the assessment of fuzzy association rules,” Data Mining and Knowledge Discovery, vol. 13, no. 2, pp. 167–192, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
D. Dubois, E. Hüllermeier, and H. Prade, “Fuzzy methods in case-based recommendation and decision support,” Journal of Intelligent Information Systems, vol. 27, pp. 95–115, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
E. Hüllermeier and J. Beringer, “Learning from ambiguously labeled examples,” Intelligent Data Analysis, vol. 10, no. 5, pp. 419–440, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
P. Block, J. Paern, E. Hüllermeier, P. Sanschagrin, C. Sotriffer, and G. Klebe, “Physicochemical descriptors to discriminate protein interactions in permanent and transient complexes by means of machine learning algorithms,” Proteins: Structure, Function and Bioinformatics, vol. 65, no. 3, pp. 607–622, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
D. Kuhn, N. Weskamp, S. Schmitt, E. Hüllermeier, and G. Klebe, “From the similarity analysis of protein cavities to the functional classification of protein families using Cavbase,” Journal of Molecular Biology, vol. 359, no. 4, pp. 1023–1044, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
J. Beringer and E. Hüllermeier, “Online clustering of parallel data streams,” Data and Knowledge Engineering, vol. 58, no. 2, pp. 180–204, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16195
I. Karimi, E. Hüllermeier, and K. Meskouris, “A fuzzy-probablistic earthquake risk assessment system,” Soft Computing, vol. 11, no. 3, pp. 229–238, 2006.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
K. Brinker and E. Hüllermeier, “Calibrated label-ranking,” in In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada, 2005, pp. 1–6.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15800
E. Hüllermeier, J. Fürnkranz, and J. Beringer, “On position error and label ranking through iterated choice,” in In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany , 2005, pp. 158–163.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14839
E. Hüllermeier and C. NN, “A method for combining interacting pieces of evidence in case-based learning,” in in Proceedings IJCAI-05, 19th international Joint Conference on Artificial Intelligence, Edingburgh, Scotland, 2005, pp. 3–8.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14840
E. Hüllermeier and J. Fürnkranz, “Learning label preferences: Ranking error versus position error,” in In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, 2005, vol. 3646, pp. 180–191.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14841
E. Hüllermeier and J. Beringer, “Learning from ambiguously labeled examples,” in In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, 2005, vol. 3646, pp. 168–179.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15105
D. Dubois and E. Hüllermeier, “A notion of comarative probabilistic entroy based on the possibilistic specificity ordering,” in in Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15214
I. Karimi and E. Hüllermeier, “A fuzzy-probablistic risk assessment system for natural disasters,” in in Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China, 2005, pp. 1147–1153.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15215
E. Lughofer, E. Hüllermeier, and E. Klement, “Improving the interpretability of data-driven evolving fuzzy systems,” in in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15216
Y. Yi and E. Hüllermeier, “Learning complexity-boundet rule-based classifiers by combining association analysis and genetic algorithms,” in in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat
2005 | Journal Article | LibreCat-ID: 16174
E. Hüllermeier, “Fuzzy sets in machine learning and data mining: Status and prospects,” Fuzzy Sets and Systems, vol. 156, no. 3, pp. 387–406, 2005.
LibreCat
2005 | Journal Article | LibreCat-ID: 16178
E. Hüllermeier, “Experience-based decision making: A satisficing decision tree approach,” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, vol. 35, no. 5, pp. 641–653, 2005.
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
R. Balasubramaniyan, E. Hüllermeier, N. Weskamp, and J. Kämper, “Clustering of gene expression data using a local shape-based similarity measure,” Bioinformatics, vol. 21, no. 7, pp. 1069–1077, 2005.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
D. Dubois, E. Hüllermeier, and H. Prade, “A systematic approach to the assessment of fuzzy association rules,” in In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
N. Weskamp, E. Hüllermeier, D. Kuhn, and G. Klebe, “Graph alignments: A new concept to detect conserved regions in protein active sites,” in In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany, 2004, pp. 131–140.
LibreCat
2004 | Conference Paper | LibreCat-ID: 14842
E. Hüllermeier, “Instance-based prediction with guaranteed confidence,” in In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, 2004, pp. 97–101.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
E. Hüllermeier and J. Fürnkranz, “Comparison of ranking procedures in pairwise preference learning,” in In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15218
E. Hüllermeier and J. Fürnkranz, “Ranking by pairwise comparison: A note on risk minimization,” in in Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15219
I. Karimi, E. Hüllermeier, and K. Meskouris, “An earthquake risk assessment method based on fuzzy probability,” in in Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15220
E. Hüllermeier and J. Beringer, “Learning decision rules from positive and negative preferences,” in In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat
2004 | Journal Article | LibreCat-ID: 16185
E. Hüllermeier, I. Renners, and A. Grauel, “An evolutionary approach to constraints-regularized learning,” Mathware and Soft Computing, vol. 11, no. 2–3, pp. 109–124, 2004.
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
N. Weskamp, D. Kuhn, E. Hüllermeier, and G. Klebe, “Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing,” Bioinformatics, vol. 20, no. 10, pp. 1522–1526, 2004.
LibreCat
2004 | Journal Article | LibreCat-ID: 16187
E. Hüllermeier, “Flexible constraints for regularization in learning from data,” International Journal of Intelligent Systems, vol. 19, no. 6, pp. 525–541, 2004.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15802
N. Weskamp, D. Kuhn, E. Hüllermeier, and G. Klebe, “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.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15803
E. Hüllermeier, “Instance-based learning of credible label sets,” in In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15065
E. Hüllermeier, “Regularized learning with flexible constraints,” in In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, 2003, vol. 2810.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15066
J. Fürnkranz and E. Hüllermeier, “Pairwise preference learning and ranking,” in In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15221
E. Hüllermeier, “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, pp. 468–473.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15222
D. Dubois, E. Hüllermeier, and H. Prade, “A note on quality measures for fuzzy association rules,” in in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, 2003, vol. 2715, pp. 648–677.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15223
E. Hüllermeier, “Inducing fuzzy concepts through extended version space learning,” in in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, 2003, vol. 2715, pp. 648–677.
LibreCat
2003 | Journal Article | LibreCat-ID: 16188
E. Hüllermeier, “Possibilistic instance-based learning,” Artificial Intelligence, vol. 148, no. 1–2, pp. 335–383, 2003.
LibreCat
2003 | Journal Article | LibreCat-ID: 16189
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, and F. Sèdes, “Flexibility and case-based evaluation in querying: An Illustration in an experimental setting,” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 11, no. 1, pp. 43–66, 2003.
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
D. Dubois, E. Hüllermeier, and H. Prade, “On the representation of fuzzy rules in terms of crisp rules,” Information Sciences, vol. 151, pp. 301–326, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
E. Hüllermeier, “Sequential decision making in heuristic search,” in Planning Based on Decision Theory (CISM Courses and Lectures No.472), G. Della Riccia, D. Dubois, R. Kruse, and H. J. Lenz, Eds. Springer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
D. Dubois, E. Hüllermeier, and H. Prade, “Possibilistic case-based decisions,” in Connectionist Approaches in Economics and Management Sciences, vol. 6, C. Lesage and M. Cottrell, Eds. Kluwer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
E. Hüllermeier and J. Beringer, “Mining implication-based fuzzy association rules in databases,” in Intelligent Systems for information processing: From representation to applications, B. Bouchon-Meunier, L. Foulloy, and R. R. . Yager, Eds. Elsevier, 2003.
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
E. Hüllermeier, “On the representation and combination of evidence in instance-based learning,” in In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 2002, pp. 360–364.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
M. De Calmès, D. Dubois, E. 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, 2002, pp. 449–458.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15098
E. Hüllermeier, “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, 2002, pp. 200–211.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
E. Hüllermeier, “Possibilistic induction in decision tree learning,” in in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 2002, pp. 173–184.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
E. Hüllermeier, “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, pp. 101–108.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
E. Hüllermeier, “Exploiting similarity and experience in decision making,” in in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 729–734.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
M. De Calmès, D. Dubois, E. 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, 2002, pp. 735–740.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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 | Dissertation | LibreCat-ID: 23925
E. Hüllermeier, Reasoning about Systems based on Incomplete and Uncertain Models, vol. 20. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 1997.
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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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1995 | Conference Paper | LibreCat-ID: 15305
E. Hüllermeier, “Fuzzy polynomial and spline interpolation,” in in Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin, 1995, pp. 401–404.
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1995 | Book Chapter | LibreCat-ID: 16236
E. Hüllermeier, “Konjunkturzyklen aufgrund von Investitionsinterdependenzen: Simulation und empirische Überprüfung,” in Moderne Makroökonomie-Eine kritische Bestandsaufnahme, J. Flemmig, Ed. Metropolis, 1995, pp. 413–454.
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1994 | Conference Paper | LibreCat-ID: 15296
E. Hüllermeier, “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, 1994, pp. 195–199.
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448 Publications
2009 | Book Chapter | LibreCat-ID: 10188
E. Hüllermeier, “On the usefulness of fuzzy sets in data mining,” in Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications, R. Seising, Ed. Springer, 2009, pp. 457–470.
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2009 | Conference Paper | LibreCat-ID: 13595
W. Cheng, J. Hühn, and E. Hüllermeier, “Decision tree and instance-based learning for label ranking,” in in Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada, 2009, pp. 161–168.
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2009 | Conference Paper | LibreCat-ID: 13596
J. Fürnkranz, E. Hüllermeier, and S. Vanderlooy, “Binary decomposition methods for multipartite ranking,” in In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia, 2009.
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2009 | Conference Paper | LibreCat-ID: 13598
W. Cheng and E. Hüllermeier, “A new instance-based label ranking approach using the Mallows model. In Advances in Neural Networks,” in in Proceedings 6th International Symposium on Neural Networks, Wuhan, China, 2009, no. LNCS 5551, pp. 707–716.
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2008 | Conference Paper | LibreCat-ID: 15779
E. Hüllermeier and S. Vanderlooy, “Weighted voting as approximate MAP prediction in pairwise classification,” in In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 2008, pp. 34–41.
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2008 | Conference Paper | LibreCat-ID: 15780
T. Fober, E. Hüllermeier, and M. Mernberger, “Evolutionary construction of multiple graph alignments for mining structured biomolecular data ,” in In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 2008, pp. 27–33.
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2008 | Conference Paper | LibreCat-ID: 15781
T. Fober, E. Hüllermeier, and M. Mernberger, “Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules,” in iIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008, 2008, pp. 44–53.
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2008 | Journal Article | LibreCat-ID: 16164
J. Hühn and E. Hüllermeier, “Is an ordinal class structure useful in classifier learning?,” International Journal of Data Mining, Modeling and Management , vol. 1, no. 1, pp. 45–67, 2008.
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2008 | Journal Article | LibreCat-ID: 16166
E. Hüllermeier, J. Fürnkranz, W. Cheng, and K. Brinker, “Label ranking by learning pairwise preferences,” Artificial Intelligence, vol. 172, pp. 1897–1917, 2008.
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2008 | Journal Article | LibreCat-ID: 16167
S. Vanderlooy and E. Hüllermeier, “A critical analysis of variants of the AUC,” Machine Learning, vol. 72, pp. 247–272, 2008.
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2008 | Journal Article | LibreCat-ID: 16168
J. Fürnkranz, E. Hüllermeier, E. Mencia, and K. Brinker, “Multilabel classification via calibrated label ranking,” Machine Learning, vol. 73, no. 2, pp. 133–153, 2008.
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2008 | Journal Article | LibreCat-ID: 16169
E. Hüllermeier and K. Brinker, “Learning valued preference structures for solving classification problems,” Fuzzy Sets and Systems, vol. 159, no. 18, pp. 2337–2352, 2008.
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2008 | Journal Article | LibreCat-ID: 16184
J. Beringer and E. Hüllermeier, “Case-based learning in a bipolar possibilistic framework,” International Journal of Intelligent Systems, vol. 23, no. 10, pp. 1119–1134, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
E. Hüllermeier, “Granular computing in machine learning and data mining,” in Handbook on Granular Computing, W. Pedrycz, A. Skowron, and V. Kreinovich, Eds. John Wiley and Sons, 2008, pp. 889–906.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
E. Hüllermeier, “Fuzzy methods in data mining,” in Encyclopedia of Data Warehousing and Mining - Second Edition, Idea Group, Inc.,Hershey, USA, 2008, pp. 907–912.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
E. Hüllermeier and J. Fürnkranz, “Learning preference models from data: On the problem of label ranking and its variants,” in Preferences and Similarities, G. Della Riccia, D. Dubois, R. Kruse, and H. J. Lenz, Eds. Springer, 2008, pp. 283–304.
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2008 | Conference Paper | LibreCat-ID: 13599
E. Hüllermeier, I. Vladimirskiy, B. Prados Suarez, and E. Stauch, “Supporting case-based retrieval by similarity skylines: Basic concepts and extensions,” in in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, 2008, no. LNAI 5239, pp. 240–254.
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2008 | Conference Paper | LibreCat-ID: 13600
W. Cheng and E. Hüllermeier, “Learning similarity functions from qualitative feedback,” in in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, 2008, no. LNAI 5239, pp. 120–134.
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2007 | Conference Paper | LibreCat-ID: 15782
W. Cheng, E. Hüllermeier, B. Seeger, and I. Vladimirskiy, “Interactive ranking of skylines using machine learning techniques,” in In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany, 2007, pp. 141–148.
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2007 | Conference Paper | LibreCat-ID: 15783
T. Fober, E. Hüllermeier, and M. Mernberger, “Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules,” in in Proceedings 17th Workshop Computational Intelligence, Dortmund Germany, 2007, pp. 1–14.
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2007 | Conference Paper | LibreCat-ID: 15784
I. Vladimirskiy, E. Hüllermeier, and E. Stauch, “Similarity search over uncertain archaeological data using a modified skyline operator,” in In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, 2007, pp. 31–40.
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2007 | Conference Paper | LibreCat-ID: 14832
E. Hüllermeier and J. Fürnkranz, “On minimizing the position error in label ranking,” in In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007, 2007.
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2007 | Conference Paper | LibreCat-ID: 14833
K. Brinker and E. Hüllermeier, “Label ranking in case-based reasoning,” in In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, 2007, vol. 4626, pp. 77–91.
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2007 | Conference Paper | LibreCat-ID: 14834
J. Beringer and E. Hüllermeier, “Efficient instance-based learning on data streams,” in In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig, 2007, pp. 34–48.
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2007 | Conference Paper | LibreCat-ID: 14835
K. Brinker and E. Hüllermeier, “Case-based multilabel ranking,” in in Proceedings IJCAI-07, 20th international Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007, 2007, pp. 701–707.
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2007 | Conference Paper | LibreCat-ID: 15197
E. Hüllermeier and K. Brinker, “Fuzzy-relational classificaton : Combining pairwise decomposition techniques with fuzzy preference modeling,” in in Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic, 2007, vol. 1, pp. 353–360.
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2007 | Conference Paper | LibreCat-ID: 15198
J. Beringer and E. Hüllermeier, “Adaptive optimization of the number of clusters in fuzzy clustering, London 2007,” in in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, 2007.
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2007 | Conference Paper | LibreCat-ID: 15199
E. Hüllermeier, N. Weskamp, G. Klebe, and D. Kuhn, “Graph alignment: Fuzzy pattern mining for the structural analysis of protein active sites,” in in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London, 2007.
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2007 | Journal Article | LibreCat-ID: 16170
E. Hüllermeier and Y. Yi, “In defense of fuzzy association analysis,” IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, vol. 37, no. 4, pp. 1039–1043, 2007.
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2007 | Journal Article | LibreCat-ID: 16171
E. Hüllermeier, “Credible case-based inference using similarity profiles,” IEEE Transactions on Knowledge and Data Engineering, vol. 19, no. 5, pp. 847–858, 2007.
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2007 | Journal Article | LibreCat-ID: 16172
J. Beringer and E. Hüllermeier, “Efficient instance-based learning on data streams,” Intelligent Data Analysis, vol. 11, no. 6, pp. 627–650, 2007.
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2007 | Journal Article | LibreCat-ID: 16175
D. Dubois and E. Hüllermeier, “Comparing probability measures using possibility theory: A notion of relative peakedness,” International Journal of Approximate Reasoning, vol. 45, no. 2, pp. 364–385, 2007.
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2007 | Journal Article | LibreCat-ID: 16179
N. Weskamp, E. Hüllermeier, D. Kuhn, and G. Klebe, “Multiple graph aligment for the structural analysis of protein active sites,” IEEE/ACM Transactions of Computational Biology and Bioinformatics, vol. 4, no. 2, pp. 310–320, 2007.
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2007 | Journal Article | LibreCat-ID: 16194
I. Karimi and E. Hüllermeier, “Risk assessment for natural hazards: A new approach based on fuzzy probability,” Fuzzy Sets and Systems, vol. 158, no. 9, pp. 987–999, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
E. Hüllermeier, “Why fuzzy set theory is useful in data mining,” in Successes and New Directions in Data Mining, F. Masseglia, P. Poncelet, and M. Teisseire, Eds. Information Science Reference, Hershey, New York, 2007, pp. 1–16.
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2007 | Book Chapter | LibreCat-ID: 16226
J. Beringer and E. Hüllermeier, “Fuzzy clustering of parallel data streams,” in Advances in Fuzzy Clustering and its Applications , J. Valente de Oliveira and W. Pedrycz, Eds. John Wiley and Sons, 2007, pp. 333–352.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
E. Hüllermeier, “Fuzzy methods for data mining and machine learning: State of the art and prospects,” in Fuzzy Sets and their Extensions: Representation, Aggregation and Models, Springer, 2007, pp. 355–374.
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2007 | Book | LibreCat-ID: 16282
E. Hüllermeier, Case-based Approximate Reasoning, vol. 44. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
J. N. Sulzmann, J. Fürnkranz, and E. Hüllermeier, “On pairwise Naive Bayes classifiers,” in In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, 2007.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
J. Beringer and E. Hüllermeier, “Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006,” in in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, 2006, pp. 140–149.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
E. Hüllermeier and K. Brinker, “Classification via fuzzy preference learning,” in in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, 2006, pp. 190–199.
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2006 | Conference Paper | LibreCat-ID: 15798
E. Hüllermeier, “Credible case-based inference using similarity profiles,” in In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey, 2006, pp. 230–242.
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2006 | Conference Paper | LibreCat-ID: 14836
K. Bade, E. Hüllermeier, and A. Nürnberger, “Hierarchical classification by expected utility maximization,” in In Proceedings ICDM-2006, IEEE International Conference on Data Mining, 2006, pp. 43–52.
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2006 | Conference Paper | LibreCat-ID: 14837
K. Brinker and E. Hüllermeier, “Case-based label ranking,” in In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006, 2006, pp. 566–573.
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2006 | Conference Paper | LibreCat-ID: 14838
K. Brinker, J. Fuernkranz, and E. Hüllermeier, “A unified model for multilabel classification and ranking,” in In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy, 2006, pp. 489–493.
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2006 | Conference Paper | LibreCat-ID: 15201
E. Hüllermeier, “Integrating instance-based learning and logistic regression,” in In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France, 2006.
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2006 | Conference Paper | LibreCat-ID: 15213
E. Hüllermeier, “The Choquet integral as an aggregation operator in case-based learning,” in in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund, 2006, pp. 615–628.
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2006 | Journal Article | LibreCat-ID: 16173
D. Dubois, E. Hüllermeier, and H. Prade, “A systematic approach to the assessment of fuzzy association rules,” Data Mining and Knowledge Discovery, vol. 13, no. 2, pp. 167–192, 2006.
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2006 | Journal Article | LibreCat-ID: 16176
D. Dubois, E. Hüllermeier, and H. Prade, “Fuzzy methods in case-based recommendation and decision support,” Journal of Intelligent Information Systems, vol. 27, pp. 95–115, 2006.
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2006 | Journal Article | LibreCat-ID: 16177
E. Hüllermeier and J. Beringer, “Learning from ambiguously labeled examples,” Intelligent Data Analysis, vol. 10, no. 5, pp. 419–440, 2006.
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2006 | Journal Article | LibreCat-ID: 16180
P. Block, J. Paern, E. Hüllermeier, P. Sanschagrin, C. Sotriffer, and G. Klebe, “Physicochemical descriptors to discriminate protein interactions in permanent and transient complexes by means of machine learning algorithms,” Proteins: Structure, Function and Bioinformatics, vol. 65, no. 3, pp. 607–622, 2006.
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2006 | Journal Article | LibreCat-ID: 16182
D. Kuhn, N. Weskamp, S. Schmitt, E. Hüllermeier, and G. Klebe, “From the similarity analysis of protein cavities to the functional classification of protein families using Cavbase,” Journal of Molecular Biology, vol. 359, no. 4, pp. 1023–1044, 2006.
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2006 | Journal Article | LibreCat-ID: 16183
J. Beringer and E. Hüllermeier, “Online clustering of parallel data streams,” Data and Knowledge Engineering, vol. 58, no. 2, pp. 180–204, 2006.
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2006 | Journal Article | LibreCat-ID: 16195
I. Karimi, E. Hüllermeier, and K. Meskouris, “A fuzzy-probablistic earthquake risk assessment system,” Soft Computing, vol. 11, no. 3, pp. 229–238, 2006.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
K. Brinker and E. Hüllermeier, “Calibrated label-ranking,” in In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada, 2005, pp. 1–6.
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2005 | Conference Paper | LibreCat-ID: 15800
E. Hüllermeier, J. Fürnkranz, and J. Beringer, “On position error and label ranking through iterated choice,” in In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany , 2005, pp. 158–163.
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2005 | Conference Paper | LibreCat-ID: 14839
E. Hüllermeier and C. NN, “A method for combining interacting pieces of evidence in case-based learning,” in in Proceedings IJCAI-05, 19th international Joint Conference on Artificial Intelligence, Edingburgh, Scotland, 2005, pp. 3–8.
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2005 | Conference Paper | LibreCat-ID: 14840
E. Hüllermeier and J. Fürnkranz, “Learning label preferences: Ranking error versus position error,” in In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, 2005, vol. 3646, pp. 180–191.
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2005 | Conference Paper | LibreCat-ID: 14841
E. Hüllermeier and J. Beringer, “Learning from ambiguously labeled examples,” in In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, 2005, vol. 3646, pp. 168–179.
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2005 | Conference Paper | LibreCat-ID: 15105
D. Dubois and E. Hüllermeier, “A notion of comarative probabilistic entroy based on the possibilistic specificity ordering,” in in Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain, 2005.
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2005 | Conference Paper | LibreCat-ID: 15214
I. Karimi and E. Hüllermeier, “A fuzzy-probablistic risk assessment system for natural disasters,” in in Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China, 2005, pp. 1147–1153.
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2005 | Conference Paper | LibreCat-ID: 15215
E. Lughofer, E. Hüllermeier, and E. Klement, “Improving the interpretability of data-driven evolving fuzzy systems,” in in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
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2005 | Conference Paper | LibreCat-ID: 15216
Y. Yi and E. Hüllermeier, “Learning complexity-boundet rule-based classifiers by combining association analysis and genetic algorithms,” in in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
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2005 | Journal Article | LibreCat-ID: 16174
E. Hüllermeier, “Fuzzy sets in machine learning and data mining: Status and prospects,” Fuzzy Sets and Systems, vol. 156, no. 3, pp. 387–406, 2005.
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2005 | Journal Article | LibreCat-ID: 16178
E. Hüllermeier, “Experience-based decision making: A satisficing decision tree approach,” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, vol. 35, no. 5, pp. 641–653, 2005.
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2005 | Journal Article | LibreCat-ID: 16181
R. Balasubramaniyan, E. Hüllermeier, N. Weskamp, and J. Kämper, “Clustering of gene expression data using a local shape-based similarity measure,” Bioinformatics, vol. 21, no. 7, pp. 1069–1077, 2005.
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2004 | Conference Paper | LibreCat-ID: 15801
D. Dubois, E. Hüllermeier, and H. Prade, “A systematic approach to the assessment of fuzzy association rules,” in In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK, 2004.
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2004 | Conference Paper | LibreCat-ID: 15804
N. Weskamp, E. Hüllermeier, D. Kuhn, and G. Klebe, “Graph alignments: A new concept to detect conserved regions in protein active sites,” in In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany, 2004, pp. 131–140.
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2004 | Conference Paper | LibreCat-ID: 14842
E. Hüllermeier, “Instance-based prediction with guaranteed confidence,” in In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, 2004, pp. 97–101.
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2004 | Conference Paper | LibreCat-ID: 15217
E. Hüllermeier and J. Fürnkranz, “Comparison of ranking procedures in pairwise preference learning,” in In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
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2004 | Conference Paper | LibreCat-ID: 15218
E. Hüllermeier and J. Fürnkranz, “Ranking by pairwise comparison: A note on risk minimization,” in in Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary, 2004.
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2004 | Conference Paper | LibreCat-ID: 15219
I. Karimi, E. Hüllermeier, and K. Meskouris, “An earthquake risk assessment method based on fuzzy probability,” in in Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien, 2004.
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2004 | Conference Paper | LibreCat-ID: 15220
E. Hüllermeier and J. Beringer, “Learning decision rules from positive and negative preferences,” in In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
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2004 | Journal Article | LibreCat-ID: 16185
E. Hüllermeier, I. Renners, and A. Grauel, “An evolutionary approach to constraints-regularized learning,” Mathware and Soft Computing, vol. 11, no. 2–3, pp. 109–124, 2004.
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2004 | Journal Article | LibreCat-ID: 16186
N. Weskamp, D. Kuhn, E. Hüllermeier, and G. Klebe, “Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing,” Bioinformatics, vol. 20, no. 10, pp. 1522–1526, 2004.
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2004 | Journal Article | LibreCat-ID: 16187
E. Hüllermeier, “Flexible constraints for regularization in learning from data,” International Journal of Intelligent Systems, vol. 19, no. 6, pp. 525–541, 2004.
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2003 | Conference Paper | LibreCat-ID: 15802
N. Weskamp, D. Kuhn, E. Hüllermeier, and G. Klebe, “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
E. Hüllermeier, “Instance-based learning of credible label sets,” in In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, 2003.
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2003 | Conference Paper | LibreCat-ID: 15065
E. Hüllermeier, “Regularized learning with flexible constraints,” in In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, 2003, vol. 2810.
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2003 | Conference Paper | LibreCat-ID: 15066
J. Fürnkranz and E. Hüllermeier, “Pairwise preference learning and ranking,” in In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, 2003.
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2003 | Conference Paper | LibreCat-ID: 15221
E. Hüllermeier, “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, pp. 468–473.
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2003 | Conference Paper | LibreCat-ID: 15222
D. Dubois, E. Hüllermeier, and H. Prade, “A note on quality measures for fuzzy association rules,” in in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, 2003, vol. 2715, pp. 648–677.
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2003 | Conference Paper | LibreCat-ID: 15223
E. Hüllermeier, “Inducing fuzzy concepts through extended version space learning,” in in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, 2003, vol. 2715, pp. 648–677.
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2003 | Journal Article | LibreCat-ID: 16188
E. Hüllermeier, “Possibilistic instance-based learning,” Artificial Intelligence, vol. 148, no. 1–2, pp. 335–383, 2003.
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2003 | Journal Article | LibreCat-ID: 16189
M. De Calmès, D. Dubois, E. Hüllermeier, H. Prade, and F. Sèdes, “Flexibility and case-based evaluation in querying: An Illustration in an experimental setting,” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 11, no. 1, pp. 43–66, 2003.
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2003 | Journal Article | LibreCat-ID: 16190
D. Dubois, E. Hüllermeier, and H. Prade, “On the representation of fuzzy rules in terms of crisp rules,” Information Sciences, vol. 151, pp. 301–326, 2003.
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2003 | Book Chapter | LibreCat-ID: 16228
E. Hüllermeier, “Sequential decision making in heuristic search,” in Planning Based on Decision Theory (CISM Courses and Lectures No.472), G. Della Riccia, D. Dubois, R. Kruse, and H. J. Lenz, Eds. Springer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16229
D. Dubois, E. Hüllermeier, and H. Prade, “Possibilistic case-based decisions,” in Connectionist Approaches in Economics and Management Sciences, vol. 6, C. Lesage and M. Cottrell, Eds. Kluwer, 2003.
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2003 | Book Chapter | LibreCat-ID: 16230
E. Hüllermeier and J. Beringer, “Mining implication-based fuzzy association rules in databases,” in Intelligent Systems for information processing: From representation to applications, B. Bouchon-Meunier, L. Foulloy, and R. R. . Yager, Eds. Elsevier, 2003.
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2002 | Conference Paper | LibreCat-ID: 14843
E. Hüllermeier, “On the representation and combination of evidence in instance-based learning,” in In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 2002, pp. 360–364.
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2002 | Conference Paper | LibreCat-ID: 15064
M. De Calmès, D. Dubois, E. 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, 2002, pp. 449–458.
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2002 | Conference Paper | LibreCat-ID: 15098
E. Hüllermeier, “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, 2002, pp. 200–211.
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2002 | Conference Paper | LibreCat-ID: 15101
E. Hüllermeier, “Possibilistic induction in decision tree learning,” in in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 2002, pp. 173–184.
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2002 | Conference Paper | LibreCat-ID: 15226
E. Hüllermeier, “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, pp. 101–108.
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2002 | Conference Paper | LibreCat-ID: 15227
E. Hüllermeier, “Exploiting similarity and experience in decision making,” in in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 2002, pp. 729–734.
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2002 | Conference Paper | LibreCat-ID: 15228
M. De Calmès, D. Dubois, E. 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, 2002, pp. 735–740.
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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.
LibreCat
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 | Dissertation | LibreCat-ID: 23925
E. Hüllermeier, Reasoning about Systems based on Incomplete and Uncertain Models, vol. 20. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 1997.
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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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1995 | Conference Paper | LibreCat-ID: 15305
E. Hüllermeier, “Fuzzy polynomial and spline interpolation,” in in Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin, 1995, pp. 401–404.
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1995 | Book Chapter | LibreCat-ID: 16236
E. Hüllermeier, “Konjunkturzyklen aufgrund von Investitionsinterdependenzen: Simulation und empirische Überprüfung,” in Moderne Makroökonomie-Eine kritische Bestandsaufnahme, J. Flemmig, Ed. Metropolis, 1995, pp. 413–454.
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1994 | Conference Paper | LibreCat-ID: 15296
E. Hüllermeier, “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, 1994, pp. 195–199.
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