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 -