TY - CONF AU - Hüllermeier, Eyke AU - Vanderlooy, S. ID - 15779 T2 - In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany TI - Weighted voting as approximate MAP prediction in pairwise classification ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke AU - Mernberger, M. ID - 15780 T2 - In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany TI - Evolutionary construction of multiple graph alignments for mining structured biomolecular data ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke AU - Mernberger, M. ED - Beyer, A. ED - Schroeder, M. ID - 15781 T2 - iIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008 TI - Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules ER - TY - JOUR AU - Hühn, J. AU - Hüllermeier, Eyke ID - 16164 IS - 1 JF - International Journal of Data Mining, Modeling and Management TI - Is an ordinal class structure useful in classifier learning? VL - 1 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Fürnkranz, J. AU - Cheng, W. AU - Brinker, K. ID - 16166 JF - Artificial Intelligence TI - Label ranking by learning pairwise preferences VL - 172 ER - TY - JOUR AU - Vanderlooy, S. AU - Hüllermeier, Eyke ID - 16167 JF - Machine Learning TI - A critical analysis of variants of the AUC VL - 72 ER - TY - JOUR AU - Fürnkranz, J. AU - Hüllermeier, Eyke AU - Mencia, E. AU - Brinker, K. ID - 16168 IS - 2 JF - Machine Learning TI - Multilabel classification via calibrated label ranking VL - 73 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Brinker, K. ID - 16169 IS - 18 JF - Fuzzy Sets and Systems TI - Learning valued preference structures for solving classification problems VL - 159 ER - TY - JOUR AU - Beringer, J. AU - Hüllermeier, Eyke ID - 16184 IS - 10 JF - International Journal of Intelligent Systems TI - Case-based learning in a bipolar possibilistic framework VL - 23 ER - TY - CHAP AU - Hüllermeier, Eyke ED - Pedrycz, W. ED - Skowron, A. ED - Kreinovich, V. ID - 16225 T2 - Handbook on Granular Computing TI - Granular computing in machine learning and data mining ER - TY - CHAP AU - Hüllermeier, Eyke ID - 10154 T2 - Encyclopedia of Data Warehousing and Mining - Second Edition TI - Fuzzy methods in data mining ER - TY - CHAP AU - Hüllermeier, Eyke AU - Fürnkranz, J. ED - Della Riccia, G. ED - Dubois, D. ED - Kruse, R. ED - Lenz, H.J. ID - 10185 T2 - Preferences and Similarities TI - Learning preference models from data: On the problem of label ranking and its variants ER - TY - CONF AU - Hüllermeier, Eyke AU - Vladimirskiy, I. AU - Prados Suarez, B. AU - Stauch, E. ED - Althoff, K.D. ED - Bergmann, R. ED - Minor, M. ED - Hanft, A. ID - 13599 IS - LNAI 5239 T2 - in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany TI - Supporting case-based retrieval by similarity skylines: Basic concepts and extensions ER - TY - CONF AU - Cheng, W. AU - Hüllermeier, Eyke ED - Althoff, K.D. ED - Bergmann, R. ED - Minor, M. ED - Hanft, A. ID - 13600 IS - LNAI 5239 T2 - in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany TI - Learning similarity functions from qualitative feedback ER - TY - CONF AU - Cheng, W. AU - Hüllermeier, Eyke AU - Seeger, B. AU - Vladimirskiy, I. ID - 15782 T2 - In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany TI - Interactive ranking of skylines using machine learning techniques ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke AU - Mernberger, M. ED - Mikut, R. ED - Reischl, M. ID - 15783 T2 - in Proceedings 17th Workshop Computational Intelligence, Dortmund Germany TI - Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules ER - TY - CONF AU - Vladimirskiy, I. AU - Hüllermeier, Eyke AU - Stauch, E. ED - Wilson, D.C. ED - Khemani, D. ID - 15784 T2 - In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland TI - Similarity search over uncertain archaeological data using a modified skyline operator ER - TY - CONF AU - Hüllermeier, Eyke AU - Fürnkranz, J. ID - 14832 T2 - In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007 TI - On minimizing the position error in label ranking ER - TY - CONF AU - Brinker, K. AU - Hüllermeier, Eyke ED - Richter, M. ED - Weber, R. ID - 14833 T2 - In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland TI - Label ranking in case-based reasoning VL - 4626 ER - TY - CONF AU - Beringer, J. AU - Hüllermeier, Eyke ED - Perner, P. ID - 14834 T2 - In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig TI - Efficient instance-based learning on data streams ER - TY - CONF AU - Brinker, K. AU - Hüllermeier, Eyke ID - 14835 T2 - in Proceedings IJCAI-07, 20th international Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007 TI - Case-based multilabel ranking ER - TY - CONF AU - Hüllermeier, Eyke AU - Brinker, K. ID - 15197 T2 - in Proceedings EUSFLAT-2007 5th International Conference on the European Society for Fuzzy Logic and Technology, Ostrava, Czech Republic TI - Fuzzy-relational classificaton : Combining pairwise decomposition techniques with fuzzy preference modeling VL - 1 ER - TY - CONF AU - Beringer, J. AU - Hüllermeier, Eyke ID - 15198 T2 - in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems TI - Adaptive optimization of the number of clusters in fuzzy clustering, London 2007 ER - TY - CONF AU - Hüllermeier, Eyke AU - Weskamp, N. AU - Klebe, G. AU - Kuhn, D. ID - 15199 T2 - in Proceedings FUZZ-IEEE-07, IEEE International Conference on Fuzzy Systems, London TI - Graph alignment: Fuzzy pattern mining for the structural analysis of protein active sites ER - TY - JOUR AU - Hüllermeier, Eyke AU - Yi, Y. ID - 16170 IS - 4 JF - IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics TI - In defense of fuzzy association analysis VL - 37 ER - TY - JOUR AU - Hüllermeier, Eyke ID - 16171 IS - 5 JF - IEEE Transactions on Knowledge and Data Engineering TI - Credible case-based inference using similarity profiles VL - 19 ER - TY - JOUR AU - Beringer, J. AU - Hüllermeier, Eyke ID - 16172 IS - 6 JF - Intelligent Data Analysis TI - Efficient instance-based learning on data streams VL - 11 ER - TY - JOUR AU - Dubois, D. AU - Hüllermeier, Eyke ID - 16175 IS - 2 JF - International Journal of Approximate Reasoning TI - Comparing probability measures using possibility theory: A notion of relative peakedness VL - 45 ER - TY - JOUR AU - Weskamp, N. AU - Hüllermeier, Eyke AU - Kuhn, D. AU - Klebe, G. ID - 16179 IS - 2 JF - IEEE/ACM Transactions of Computational Biology and Bioinformatics TI - Multiple graph aligment for the structural analysis of protein active sites VL - 4 ER - TY - JOUR AU - Karimi, I. AU - Hüllermeier, Eyke ID - 16194 IS - 9 JF - Fuzzy Sets and Systems TI - Risk assessment for natural hazards: A new approach based on fuzzy probability VL - 158 ER - TY - CHAP AU - Hüllermeier, Eyke ED - Masseglia, F. ED - Poncelet, P. ED - Teisseire, M. ID - 16224 T2 - Successes and New Directions in Data Mining TI - Why fuzzy set theory is useful in data mining ER - TY - CHAP AU - Beringer, J. AU - Hüllermeier, Eyke ED - Valente de Oliveira, J. ED - Pedrycz, W. ID - 16226 T2 - Advances in Fuzzy Clustering and its Applications TI - Fuzzy clustering of parallel data streams ER - TY - CHAP AU - Hüllermeier, Eyke ID - 16227 T2 - Fuzzy Sets and their Extensions: Representation, Aggregation and Models TI - Fuzzy methods for data mining and machine learning: State of the art and prospects ER - TY - BOOK AU - Hüllermeier, Eyke ID - 16282 TI - Case-based Approximate Reasoning VL - 44 ER - TY - CONF AU - Sulzmann, J.N. AU - Fürnkranz, J. AU - Hüllermeier, Eyke ID - 13601 T2 - In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland TI - On pairwise Naive Bayes classifiers ER - TY - CONF AU - Beringer, J. AU - Hüllermeier, Eyke ED - Mikut, R. ED - Reischl, M. ID - 15785 T2 - in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany TI - Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006 ER - TY - CONF AU - Hüllermeier, Eyke AU - Brinker, K. ED - Mikut, R. ED - Reischl, M. ID - 15786 T2 - in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany TI - Classification via fuzzy preference learning ER - TY - CONF AU - Hüllermeier, Eyke ED - Minor, M. ID - 15798 T2 - In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey TI - Credible case-based inference using similarity profiles ER - TY - CONF AU - Bade, K. AU - Hüllermeier, Eyke AU - Nürnberger, A. ID - 14836 T2 - In Proceedings ICDM-2006, IEEE International Conference on Data Mining TI - Hierarchical classification by expected utility maximization ER - TY - CONF AU - Brinker, K. AU - Hüllermeier, Eyke ID - 14837 T2 - In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006 TI - Case-based label ranking ER - TY - CONF AU - Brinker, K. AU - Fuernkranz, J. AU - Hüllermeier, Eyke ED - Brewka, G. ED - Coradeschi, S. ED - Perini, A. ED - Traverso, P. ID - 14838 T2 - In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy TI - A unified model for multilabel classification and ranking ER - TY - CONF AU - Hüllermeier, Eyke ID - 15201 T2 - In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France TI - Integrating instance-based learning and logistic regression ER - TY - CONF AU - Hüllermeier, Eyke ED - Reusch, B. ID - 15213 T2 - in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund TI - The Choquet integral as an aggregation operator in case-based learning ER - TY - JOUR AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ID - 16173 IS - 2 JF - Data Mining and Knowledge Discovery TI - A systematic approach to the assessment of fuzzy association rules VL - 13 ER - TY - JOUR AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ID - 16176 JF - Journal of Intelligent Information Systems TI - Fuzzy methods in case-based recommendation and decision support VL - 27 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Beringer, J. ID - 16177 IS - 5 JF - Intelligent Data Analysis TI - Learning from ambiguously labeled examples VL - 10 ER - TY - JOUR AU - Beringer, J. AU - Hüllermeier, Eyke ID - 16183 IS - 2 JF - Data and Knowledge Engineering TI - Online clustering of parallel data streams VL - 58 ER - TY - JOUR AU - Karimi, I. AU - Hüllermeier, Eyke AU - Meskouris, K. ID - 16195 IS - 3 JF - Soft Computing TI - A fuzzy-probablistic earthquake risk assessment system VL - 11 ER - TY - CONF AU - Brinker, K. AU - Hüllermeier, Eyke ED - Agarwal, S. ED - Cortes, C. ED - Herbrich, R. ID - 15799 T2 - In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada TI - Calibrated label-ranking ER - TY - CONF AU - Hüllermeier, Eyke AU - Fürnkranz, J. AU - Beringer, J. ID - 15800 T2 - In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany TI - On position error and label ranking through iterated choice ER - TY - CONF AU - Hüllermeier, Eyke AU - NN, Cho-k ED - Kaelbling, L. ED - Saffiotti, A. ID - 14839 T2 - in Proceedings IJCAI-05, 19th international Joint Conference on Artificial Intelligence, Edingburgh, Scotland TI - A method for combining interacting pieces of evidence in case-based learning ER - TY - CONF AU - Hüllermeier, Eyke AU - Fürnkranz, J. ED - Famili, A. ED - Kok, J. ED - Pena, J. ED - Siebes, A. ED - Feelders, A. ID - 14840 T2 - In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid TI - Learning label preferences: Ranking error versus position error VL - 3646 ER - TY - CONF AU - Hüllermeier, Eyke AU - Beringer, J. ED - Famili, A. ED - Kok, J. ED - Pena, J. ED - Siebes, A. ED - Feelders, A. ID - 14841 T2 - In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid TI - Learning from ambiguously labeled examples VL - 3646 ER - TY - CONF AU - Dubois, D. AU - Hüllermeier, Eyke ID - 15105 T2 - in Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain TI - A notion of comarative probabilistic entroy based on the possibilistic specificity ordering ER - TY - CONF AU - Karimi, I. AU - Hüllermeier, Eyke ID - 15214 T2 - in Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China TI - A fuzzy-probablistic risk assessment system for natural disasters ER - TY - CONF AU - Lughofer, E. AU - Hüllermeier, Eyke AU - Klement, E. ID - 15215 T2 - in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain TI - Improving the interpretability of data-driven evolving fuzzy systems ER - TY - CONF AU - Yi, Y. AU - Hüllermeier, Eyke ID - 15216 T2 - in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain TI - Learning complexity-boundet rule-based classifiers by combining association analysis and genetic algorithms ER - TY - JOUR AU - Hüllermeier, Eyke ID - 16174 IS - 3 JF - Fuzzy Sets and Systems TI - Fuzzy sets in machine learning and data mining: Status and prospects VL - 156 ER - TY - JOUR AU - Hüllermeier, Eyke ID - 16178 IS - 5 JF - IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans TI - Experience-based decision making: A satisficing decision tree approach VL - 35 ER - TY - JOUR AU - Balasubramaniyan, R. AU - Hüllermeier, Eyke AU - Weskamp, N. AU - Kämper, J. ID - 16181 IS - 7 JF - Bioinformatics TI - Clustering of gene expression data using a local shape-based similarity measure VL - 21 ER - TY - CONF AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ED - Cubero, JC. ED - Sanchez, D. ED - Ras, Z. ED - Sudkamp, T. ID - 15801 T2 - In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK TI - A systematic approach to the assessment of fuzzy association rules ER - TY - CONF AU - Weskamp, N. AU - Hüllermeier, Eyke AU - Kuhn, D. AU - Klebe, G. ED - Giegerich, R. ED - Stoye, J. ID - 15804 T2 - In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany TI - Graph alignments: A new concept to detect conserved regions in protein active sites ER - TY - CONF AU - Hüllermeier, Eyke ED - Lopez de Mantaras, R. ED - Saitta, L. ID - 14842 T2 - In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain TI - Instance-based prediction with guaranteed confidence ER - TY - CONF AU - Hüllermeier, Eyke AU - Fürnkranz, J. ID - 15217 T2 - In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy TI - Comparison of ranking procedures in pairwise preference learning ER - TY - CONF AU - Hüllermeier, Eyke AU - Fürnkranz, J. ID - 15218 T2 - in Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary TI - Ranking by pairwise comparison: A note on risk minimization ER - TY - CONF AU - Karimi, I. AU - Hüllermeier, Eyke AU - Meskouris, K. ID - 15219 T2 - in Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien TI - An earthquake risk assessment method based on fuzzy probability ER - TY - CONF AU - Hüllermeier, Eyke AU - Beringer, J. ID - 15220 T2 - In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy TI - Learning decision rules from positive and negative preferences ER - TY - JOUR AU - Hüllermeier, Eyke AU - Renners, I. AU - Grauel, A. ID - 16185 IS - 2-3 JF - Mathware and Soft Computing TI - An evolutionary approach to constraints-regularized learning VL - 11 ER - TY - JOUR AU - Weskamp, N. AU - Kuhn, D. AU - Hüllermeier, Eyke AU - Klebe, G. ID - 16186 IS - 10 JF - Bioinformatics TI - Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing VL - 20 ER - TY - JOUR AU - Hüllermeier, Eyke ID - 16187 IS - 6 JF - International Journal of Intelligent Systems TI - Flexible constraints for regularization in learning from data VL - 19 ER - TY - CONF AU - Weskamp, N. AU - Kuhn, D. AU - Hüllermeier, Eyke AU - Klebe, G. ID - 15802 T2 - In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany TI - Efficient similarity search in protein structure databases: Improving clique-detection through geometric hashing ER - TY - CONF AU - Hüllermeier, Eyke ED - Günter, A. ED - Kruse, R. ED - Neumann, B. ID - 15803 T2 - In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany TI - Instance-based learning of credible label sets ER - TY - CONF AU - Hüllermeier, Eyke ED - Berthold, M.R. ED - Lenz, H.J. ED - Bradley, E. ED - Kruse, R. ED - Borgelt, C. ID - 15065 T2 - In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis TI - Regularized learning with flexible constraints VL - 2810 ER - TY - CONF AU - Fürnkranz, J. AU - Hüllermeier, Eyke ID - 15066 T2 - In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia TI - Pairwise preference learning and ranking ER - TY - CONF AU - Hüllermeier, Eyke ID - 15221 T2 - in Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany TI - Instance-based collaborative filtering with fuzzy labels ER - TY - CONF AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ED - Bilgic, T. ED - De Beats, B. ED - Kaynak, O. ID - 15222 T2 - in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey TI - A note on quality measures for fuzzy association rules VL - 2715 ER - TY - CONF AU - Hüllermeier, Eyke ED - Bilgic, T. ED - De Beats, B. ED - Kaynak, O. ID - 15223 T2 - in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey TI - Inducing fuzzy concepts through extended version space learning VL - 2715 ER - TY - JOUR AU - Hüllermeier, Eyke ID - 16188 IS - 1-2 JF - Artificial Intelligence TI - Possibilistic instance-based learning VL - 148 ER - TY - JOUR AU - De Calmès, M. AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. AU - Sèdes, F. ID - 16189 IS - 1 JF - International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems TI - Flexibility and case-based evaluation in querying: An Illustration in an experimental setting VL - 11 ER - TY - JOUR AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ID - 16190 JF - Information Sciences TI - On the representation of fuzzy rules in terms of crisp rules VL - 151 ER - TY - CHAP AU - Hüllermeier, Eyke ED - Della Riccia, G. ED - Dubois, D. ED - Kruse, R. ED - Lenz, H.J. ID - 16228 T2 - Planning Based on Decision Theory (CISM Courses and Lectures No.472) TI - Sequential decision making in heuristic search ER - TY - CHAP AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ED - Lesage, C. ED - Cottrell, M. ID - 16229 T2 - Connectionist Approaches in Economics and Management Sciences TI - Possibilistic case-based decisions VL - 6 ER - TY - CHAP AU - Hüllermeier, Eyke AU - Beringer, J. ED - Bouchon-Meunier, B. ED - Foulloy, L. ED - Yager, R.R.. ID - 16230 T2 - Intelligent Systems for information processing: From representation to applications TI - Mining implication-based fuzzy association rules in databases ER - TY - CONF AU - Hüllermeier, Eyke ID - 14843 T2 - In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France TI - On the representation and combination of evidence in instance-based learning ER - TY - CONF AU - De Calmès, M. AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. AU - Sèdes, F. ED - Fensel, D. ED - Giunchiglia, F. ED - Mc Guinness, D. ED - Williams, M.A. ID - 15064 T2 - in Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France TI - A fuzzy set approach to flexible case-based querying: methodology and experimentation ER - TY - CONF AU - Hüllermeier, Eyke ID - 15098 T2 - in Proceedings PKDD-02 6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland TI - Association rules for expressing gradual dependencies ER - TY - CONF AU - Hüllermeier, Eyke ID - 15101 T2 - in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland TI - Possibilistic induction in decision tree learning ER - TY - CONF AU - Hüllermeier, Eyke ID - 15226 T2 - In Proceedings IPMU-2002 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems,Annecy, France TI - Mining implication-based fuzzy association rules in databases ER - TY - CONF AU - Hüllermeier, Eyke ID - 15227 T2 - in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii TI - Exploiting similarity and experience in decision making ER - TY - CONF AU - De Calmès, M. AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. AU - Sèdes, F. ID - 15228 T2 - in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii TI - Case-based quering and prediction: A fuzzy set approach ER - TY - JOUR AU - Hüllermeier, Eyke AU - Dubois, D. AU - Prade, H. ID - 16191 IS - 3 JF - IEEE Transactions on Fuzzy Systems TI - Model adaption in possibilistic instance-based reasoning VL - 10 ER - TY - JOUR AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ID - 16192 IS - 3 JF - IEEE Transactions on Fuzzy Systems TI - Fuzzy set-based methods in instance-based reasoning VL - 10 ER - TY - CHAP AU - Hüllermeier, Eyke AU - Dubois, D. AU - Prade, H. ED - Bouchon-Meunier, B. ED - Gutierrez-Rios, J. ED - Magdalena, L. ED - Yager, R.R. ID - 16232 T2 - Technologies for Constructing Intelligent Systems TI - Knowledge-based extrapolation of cases: A possibilistic approach ER - TY - CONF AU - Hüllermeier, Eyke ID - 15300 T2 - In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany TI - Experience-based decision making and learning from examples ER - TY - CONF AU - Hüllermeier, Eyke ID - 15805 T2 - In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany TI - Possibilistic instance-based learning ER - TY - CONF AU - Hüllermeier, Eyke ID - 15806 T2 - In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany TI - Implication-based fuzzy association rules ER - TY - CONF AU - Hüllermeier, Eyke AU - Dubois, D. AU - Prade, H. ID - 15807 T2 - In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada TI - Instance-based prediction in the framework of possibility theory ER - TY - CONF AU - Hüllermeier, Eyke ED - Raedt, De. ED - Siebes, A. ID - 15106 T2 - in Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany TI - Implication-based fuzzy association rules VL - 2168 ER - TY - CONF AU - Hüllermeier, Eyke ED - Reusch, B. ID - 15229 T2 - in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany TI - Fuzzy association rules: Semantic issues and quality measures VL - 2206 ER - TY - CONF AU - Dubois, D. AU - Hüllermeier, Eyke AU - Prade, H. ID - 15230 T2 - 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 TI - Toward the representation of implication-based fuzzy rules in terms of crisp rules ER -