Why fuzzy set theory is useful in data mining - Hüllermeier, Eyke (Successes and New Directions in Data Mining)

Fuzzy clustering of parallel data streams - Beringer, J.; Hüllermeier, Eyke (Advances in Fuzzy Clustering and its Applications)

Fuzzy methods for data mining and machine learning: State of the art and prospects - Hüllermeier, Eyke (Fuzzy Sets and their Extensions: Representation, Aggregation and Models)

Case-based Approximate Reasoning - Hüllermeier, Eyke

On pairwise Naive Bayes classifiers - Sulzmann, J.N.; Fürnkranz, J.; Hüllermeier, Eyke (In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland)

Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006 - Beringer, J.; Hüllermeier, Eyke (in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany)

Classification via fuzzy preference learning - Hüllermeier, Eyke; Brinker, K. (in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany)

Credible case-based inference using similarity profiles - Hüllermeier, Eyke (In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey)

Hierarchical classification by expected utility maximization - Bade, K.; Hüllermeier, Eyke; Nürnberger, A. (In Proceedings ICDM-2006, IEEE International Conference on Data Mining)

Case-based label ranking - Brinker, K.; Hüllermeier, Eyke (In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006)

A unified model for multilabel classification and ranking - Brinker, K.; Fuernkranz, J.; Hüllermeier, Eyke (In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy)

Integrating instance-based learning and logistic regression - Hüllermeier, Eyke (In Proceedings IPMU-2006 11th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, France)

The Choquet integral as an aggregation operator in case-based learning - Hüllermeier, Eyke (in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund)

A systematic approach to the assessment of fuzzy association rules - Dubois, D.; Hüllermeier, Eyke; Prade, H. (Data Mining and Knowledge Discovery)

Fuzzy methods in case-based recommendation and decision support - Dubois, D.; Hüllermeier, Eyke; Prade, H. (Journal of Intelligent Information Systems)

Learning from ambiguously labeled examples - Hüllermeier, Eyke; Beringer, J. (Intelligent Data Analysis)

Online clustering of parallel data streams - Beringer, J.; Hüllermeier, Eyke (Data and Knowledge Engineering)

A fuzzy-probablistic earthquake risk assessment system - Karimi, I.; Hüllermeier, Eyke; Meskouris, K. (Soft Computing)

Calibrated label-ranking - Brinker, K.; Hüllermeier, Eyke (In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada)

On position error and label ranking through iterated choice - Hüllermeier, Eyke; Fürnkranz, J.; Beringer, J. (In Proceedings LWA/FGML-2005, German Workshop on Machine Learning, Saarbrücken, Germany)

A method for combining interacting pieces of evidence in case-based learning - Hüllermeier, Eyke; NN, Cho-k (in Proceedings IJCAI-05, 19th international Joint Conference on Artificial Intelligence, Edingburgh, Scotland)

Learning label preferences: Ranking error versus position error - Hüllermeier, Eyke; Fürnkranz, J. (In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid)

Learning from ambiguously labeled examples - Hüllermeier, Eyke; Beringer, J. (In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid)

A notion of comarative probabilistic entroy based on the possibilistic specificity ordering - Dubois, D.; Hüllermeier, Eyke (in Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain)

A fuzzy-probablistic risk assessment system for natural disasters - Karimi, I.; Hüllermeier, Eyke (in Proceedings IFSA-2005, 11th World Congress of the International Fuzzy System Association, Beijing, China)

Improving the interpretability of data-driven evolving fuzzy systems - Lughofer, E.; Hüllermeier, Eyke; Klement, E. (in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain)

Learning complexity-boundet rule-based classifiers by combining association analysis and genetic algorithms - Yi, Y.; Hüllermeier, Eyke (in Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain)

Fuzzy sets in machine learning and data mining: Status and prospects - Hüllermeier, Eyke (Fuzzy Sets and Systems)

Experience-based decision making: A satisficing decision tree approach - Hüllermeier, Eyke (IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans)

Clustering of gene expression data using a local shape-based similarity measure - Balasubramaniyan, R.; Hüllermeier, Eyke; Weskamp, N.; Kämper, J. (Bioinformatics)

A systematic approach to the assessment of fuzzy association rules - Dubois, D.; Hüllermeier, Eyke; Prade, H. (In Proceedings of the Workshop on Alternative Techniques for Data Mining and Knowledge Discovery, IEEE International Conference on Data Mining, Brighton, UK)

Graph alignments: A new concept to detect conserved regions in protein active sites - Weskamp, N.; Hüllermeier, Eyke; Kuhn, D.; Klebe, G. (In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany)

Instance-based prediction with guaranteed confidence - Hüllermeier, Eyke (In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain)

Comparison of ranking procedures in pairwise preference learning - Hüllermeier, Eyke; Fürnkranz, J. (In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy)

Ranking by pairwise comparison: A note on risk minimization - Hüllermeier, Eyke; Fürnkranz, J. (in Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary)

An earthquake risk assessment method based on fuzzy probability - Karimi, I.; Hüllermeier, Eyke; Meskouris, K. (in Proceedings 6th International FLINS Conference on Applied Computational Intelligence, Duinse Polders, Blankenberg,Belgien)

Learning decision rules from positive and negative preferences - Hüllermeier, Eyke; Beringer, J. (In Proceedings IPMU-2004 10th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Perugia, Italy)

An evolutionary approach to constraints-regularized learning - Hüllermeier, Eyke; Renners, I.; Grauel, A. (Mathware and Soft Computing)

Efficient similarity search in protein structure databases: Improving clique-detection through clique-hashing - Weskamp, N.; Kuhn, D.; Hüllermeier, Eyke; Klebe, G. (Bioinformatics)

Flexible constraints for regularization in learning from data - Hüllermeier, Eyke (International Journal of Intelligent Systems)

Efficient similarity search in protein structure databases: Improving clique-detection through geometric hashing - Weskamp, N.; Kuhn, D.; Hüllermeier, Eyke; Klebe, G. (In Proceedings GCB-2003 German Conference on Bioinformatics, Munich, Germany)

Instance-based learning of credible label sets - Hüllermeier, Eyke (In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany)

Regularized learning with flexible constraints - Hüllermeier, Eyke (In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis)

Pairwise preference learning and ranking - Fürnkranz, J.; Hüllermeier, Eyke (In Proceedings ECML-2003, 13 th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia)

Instance-based collaborative filtering with fuzzy labels - Hüllermeier, Eyke (in Proceedings EUSFLAT-2003 3th International Conference on the European Society for Fuzzy Logic and Technology, Zittlau, Germany)

A note on quality measures for fuzzy association rules - Dubois, D.; Hüllermeier, Eyke; Prade, H. (in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey)

Inducing fuzzy concepts through extended version space learning - Hüllermeier, Eyke (in Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey)

Possibilistic instance-based learning - Hüllermeier, Eyke (Artificial Intelligence)

Flexibility and case-based evaluation in querying: An Illustration in an experimental setting - De Calmès, M.; Dubois, D.; Hüllermeier, Eyke; Prade, H.; Sèdes, F. (International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems)

On the representation of fuzzy rules in terms of crisp rules - Dubois, D.; Hüllermeier, Eyke; Prade, H. (Information Sciences)

Sequential decision making in heuristic search - Hüllermeier, Eyke (Planning Based on Decision Theory (CISM Courses and Lectures No.472))

Possibilistic case-based decisions - Dubois, D.; Hüllermeier, Eyke; Prade, H. (Connectionist Approaches in Economics and Management Sciences)

Mining implication-based fuzzy association rules in databases - Hüllermeier, Eyke; Beringer, J. (Intelligent Systems for information processing: From representation to applications)

On the representation and combination of evidence in instance-based learning - Hüllermeier, Eyke (In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France)

A fuzzy set approach to flexible case-based querying: methodology and experimentation - De Calmès, M.; Dubois, D.; Hüllermeier, Eyke; Prade, H.; Sèdes, F. (in Proceedings KR-02, 8th International Conference on Principles of Knowledge Representation and Reasoning, France)

Association rules for expressing gradual dependencies - Hüllermeier, Eyke (in Proceedings PKDD-02 6th European Conference on Principles and Practise of Knowledge Discovery in Databases, Helsinki, Finland)

Possibilistic induction in decision tree learning - Hüllermeier, Eyke (in Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland)

Mining implication-based fuzzy association rules in databases - Hüllermeier, Eyke (In Proceedings IPMU-2002 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems,Annecy, France)

Exploiting similarity and experience in decision making - Hüllermeier, Eyke (in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii)

Case-based quering and prediction: A fuzzy set approach - De Calmès, M.; Dubois, D.; Hüllermeier, Eyke; Prade, H.; Sèdes, F. (in Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii)

Model adaption in possibilistic instance-based reasoning - Hüllermeier, Eyke; Dubois, D.; Prade, H. (IEEE Transactions on Fuzzy Systems)

Fuzzy set-based methods in instance-based reasoning - Dubois, D.; Hüllermeier, Eyke; Prade, H. (IEEE Transactions on Fuzzy Systems)

Knowledge-based extrapolation of cases: A possibilistic approach - Hüllermeier, Eyke; Dubois, D.; Prade, H. (Technologies for Constructing Intelligent Systems)

Experience-based decision making and learning from examples - Hüllermeier, Eyke (In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany)

Possibilistic instance-based learning - Hüllermeier, Eyke (In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany)

Implication-based fuzzy association rules - Hüllermeier, Eyke (In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany)

Instance-based prediction in the framework of possibility theory - Hüllermeier, Eyke; Dubois, D.; Prade, H. (In Proceedings of Workshop on Soft Computing in Case-Based Reasoning, Vancouver, Canada)

Implication-based fuzzy association rules - Hüllermeier, Eyke (in Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany)

Fuzzy association rules: Semantic issues and quality measures - Hüllermeier, Eyke (in Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany)

Toward the representation of implication-based fuzzy rules in terms of crisp rules - Dubois, D.; Hüllermeier, Eyke; Prade, H. (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)

Similarity-based inference as evidential reasoning - Hüllermeier, Eyke (International Journal of Approximate Reasoning)

Machinelles Lernen und Komplexität - Hüllermeier, Eyke (Ökonomie und Gesellschaft, Jahrbuch 17: Komplexität und Lernen)

Empirische Überprüfung eines synergetischen Konjunkturmodells - Kraft, M.; Hüllermeier, Eyke; Weise, P. (Studien zur Evoltorischen Ökonomik IV)

Fuzzy dynamics: Methodological framework and applications of compartmental modeling - Hüllermeier, Eyke (in Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium)

In vitro-in vivo hepatic clearance prediction using fuzzy sets - Gueroguieva, I.; Nestorov, I.; Rowland, M.; Hüllermeier, Eyke (in Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1)

Flexible control of case-based prediction in the framework of possibility theory - Dubois, D.; Hüllermeier, Eyke; Prade, H. (In Proceedings RàPC-2000, Raisonnement à partir de Cas, Toulouse, France)

Similarity-based inference as evidential reasoning - Hüllermeier, Eyke (In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany)

Focusing search by using problem solving experience - Hüllermeier, Eyke (In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany)

Change detection in heuristic search - Hüllermeier, Eyke (Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas)

A method for predicting solutions in case-based problem solving - Hüllermeier, Eyke (in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy)

Flexible control of case-based prediction in the framework of possibility theory - Dubois, D.; Hüllermeier, Eyke; Prade, H. (in Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy)

Knowledge-based extrapolution of cases: A possibilistic approach - Hüllermeier, Eyke; Dubois, D.; Prade, H. (In Proceedings IPMU-2000 8th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Madrid, Spain)

Fuzzy dynamics and applications in biological systems modelling - Hüllermeier, Eyke; Giersch, C. (Systems Analysis, Modelling, Simulation)

Evaluation and specification of a synergetic business cycle model with German data - Hüllermeier, Eyke; Kraft, M.; Weise, P. (Homo Oeconomicus XVI)

Formalizing case-based inference using fuzzy rules - Dubois, D.; Hüllermeier, Eyke; Prade, H. (Soft Computing in Case-Based Reasoning)

Resolution remains hard under equivalence - Kleine Büning, Hans; Lettmann, Theodor (Discrete Applied Mathematics)

Fuzzy rules in case-based reasoning - Hüllermeier, Eyke; Dubois, D.; Prade, H. (In Proceedings RàPC-1999, Raisonnement à partir de Cas, Paris Palaiseau, France, In Conferences AFIA-1999)

Toward a probabilistic formalization of case-based inference - Hüllermeier, Eyke (in Proceedings IJCAI-99, 16th international Joint Conference on Artificial Intelligence, Stockholm, Sweden)

Exploiting similarity for supporting data analysis and problem solving - Hüllermeier, Eyke (In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands)

Extensions of a qualitative approach to case-based decision making: Unvertainty and fuzzy quantification in act evaluation - Hüllermeier, Eyke; Dubois, D.; Prade, H. (in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany)

Toward models of case-based decision making - Hüllermeier, Eyke (in Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany)

A possibilistic formalization of case-based reasoning and decision making - Hüllermeier, Eyke (in Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany)

Numerical methods for fuzzy initial value problems - Hüllermeier, Eyke (International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems)

Approximation of uncertain funtional relationships - Hüllermeier, Eyke (Fuzzy Sets and Systems)

Qualitatives Schließen und Qualitative Simulation - Hüllermeier, Eyke (Modellierung, Simulation und Künstliche Intelligenz)

Fuzzy sets and modelling of uncertainty in biological systems - Hüllermeier, Eyke; Giersch, C. (In Proceedings IPMU-98 7th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne)

A Bayesian approach to case-based probalistic reasoning - Hüllermeier, Eyke (In Proceedings IPMU-98 7th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Paris, La Sorbonne)

Numerical solutions for fuzzy initial value problems - Hüllermeier, Eyke (in Proceedings CESA-98, IMACS Multiconference on Computaional Engineering in Systems Applications, Symposium on Applied Mathematics and Optimization, Nabeul-Hammamet, Tunesia)

Case-based probality and case-based decision making - Hüllermeier, Eyke (in Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany)

Fuzzy dynamics of compartmental systems - Hüllermeier, Eyke (in Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany)