448 Publications
2009 | Book Chapter | LibreCat-ID: 10188
Hüllermeier, Eyke. “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, edited by R. Seising, 457–70. Springer, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
Cheng, W., J. Hühn, and Eyke Hüllermeier. “Decision Tree and Instance-Based Learning for Label Ranking.” In In Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada, 161–68, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
Fürnkranz, J., Eyke 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
Cheng, W., and Eyke 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, 707–16. Springer, 2009.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
Hüllermeier, Eyke, and S. Vanderlooy. “Weighted Voting as Approximate MAP Prediction in Pairwise Classification.” In In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 34–41, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
Fober, T., Eyke 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, 27–33, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
Fober, T., Eyke 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, edited by A. Beyer and M. Schroeder, 44–53, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
Hühn, J., and Eyke Hüllermeier. “Is an Ordinal Class Structure Useful in Classifier Learning?” International Journal of Data Mining, Modeling and Management 1, no. 1 (2008): 45–67.
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
Hüllermeier, Eyke, J. Fürnkranz, W. Cheng, and K. Brinker. “Label Ranking by Learning Pairwise Preferences.” Artificial Intelligence 172 (2008): 1897–1917.
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2008 | Journal Article | LibreCat-ID: 16167
Vanderlooy, S., and Eyke Hüllermeier. “A Critical Analysis of Variants of the AUC.” Machine Learning 72 (2008): 247–72.
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2008 | Journal Article | LibreCat-ID: 16168
Fürnkranz, J., Eyke Hüllermeier, E. Mencia, and K. Brinker. “Multilabel Classification via Calibrated Label Ranking.” Machine Learning 73, no. 2 (2008): 133–53.
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
Hüllermeier, Eyke, and K. Brinker. “Learning Valued Preference Structures for Solving Classification Problems.” Fuzzy Sets and Systems 159, no. 18 (2008): 2337–52.
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
Beringer, J., and Eyke Hüllermeier. “Case-Based Learning in a Bipolar Possibilistic Framework.” International Journal of Intelligent Systems 23, no. 10 (2008): 1119–34.
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
Hüllermeier, Eyke. “Granular Computing in Machine Learning and Data Mining.” In Handbook on Granular Computing, edited by W. Pedrycz, A. Skowron, and V. Kreinovich, 889–906. John Wiley and Sons, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
Hüllermeier, Eyke. “Fuzzy Methods in Data Mining.” In Encyclopedia of Data Warehousing and Mining - Second Edition, 907–12. Idea Group, Inc.,Hershey, USA, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.” In Preferences and Similarities, edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz, 283–304. Preferences and Similarities. Springer, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
Hüllermeier, Eyke, 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, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 240–54, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
Cheng, W., and Eyke Hüllermeier. “Learning Similarity Functions from Qualitative Feedback.” In In Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 120–34. Springer, 2008.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
Cheng, W., Eyke 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, 141–48, 2007.
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2007 | Conference Paper | LibreCat-ID: 15783
Fober, T., Eyke 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, edited by R. Mikut and M. Reischl, 1–14, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
Vladimirskiy, I., Eyke 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, edited by D.C. Wilson and D. Khemani, 31–40, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
Hüllermeier, Eyke, 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. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
Brinker, K., and Eyke Hüllermeier. “Label Ranking in Case-Based Reasoning.” In In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, edited by M. Richter and R. Weber, 4626:77–91. LNAI. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” In In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig, edited by P. Perner, 34–48. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
Brinker, K., and Eyke Hüllermeier. “Case-Based Multilabel Ranking.” In In Proceedings IJCAI-07, 20th International Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007, 701–7, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
Hüllermeier, Eyke, 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, 1:353–60, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
Beringer, J., and Eyke 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
Hüllermeier, Eyke, 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
Hüllermeier, Eyke, and Y. Yi. “In Defense of Fuzzy Association Analysis.” IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics 37, no. 4 (2007): 1039–43.
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” IEEE Transactions on Knowledge and Data Engineering 19, no. 5 (2007): 847–58.
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” Intelligent Data Analysis 11, no. 6 (2007): 627–50.
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
Dubois, D., and Eyke Hüllermeier. “Comparing Probability Measures Using Possibility Theory: A Notion of Relative Peakedness.” International Journal of Approximate Reasoning 45, no. 2 (2007): 364–85.
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
Weskamp, N., Eyke 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 4, no. 2 (2007): 310–20.
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
Karimi, I., and Eyke Hüllermeier. “Risk Assessment for Natural Hazards: A New Approach Based on Fuzzy Probability.” Fuzzy Sets and Systems 158, no. 9 (2007): 987–99.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
Hüllermeier, Eyke. “Why Fuzzy Set Theory Is Useful in Data Mining.” In Successes and New Directions in Data Mining, edited by F. Masseglia, P. Poncelet, and M. Teisseire, 1–16. Information Science Reference, Hershey, New York, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
Beringer, J., and Eyke Hüllermeier. “Fuzzy Clustering of Parallel Data Streams.” In Advances in Fuzzy Clustering and Its Applications , edited by J. Valente de Oliveira and W. Pedrycz, 333–52. John Wiley and Sons, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
Hüllermeier, Eyke. “Fuzzy Methods for Data Mining and Machine Learning: State of the Art and Prospects.” In Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 355–74. Springer, 2007.
LibreCat
2007 | Book | LibreCat-ID: 16282
Hüllermeier, Eyke. Case-Based Approximate Reasoning. Vol. 44. Series B: Mathematical and Statistical Methods. Springer, 2007.
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2007 | Conference Paper | LibreCat-ID: 13601
Sulzmann, J.N., J. Fürnkranz, and Eyke Hüllermeier. “On Pairwise Naive Bayes Classifiers.” In In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland. Springer, 2007.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
Beringer, J., and Eyke Hüllermeier. “Adaptive Optimization of the Number of Clusters in Fuzzy Clustering, Dortmund, Germany 2006.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 140–49, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
Hüllermeier, Eyke, and K. Brinker. “Classification via Fuzzy Preference Learning.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 190–99, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” In In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey, edited by M. Minor, 230–42, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
Bade, K., Eyke Hüllermeier, and A. Nürnberger. “Hierarchical Classification by Expected Utility Maximization.” In In Proceedings ICDM-2006, IEEE International Conference on Data Mining, 43–52. IEEE Computer Society Press, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
Brinker, K., and Eyke Hüllermeier. “Case-Based Label Ranking.” In In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006, 566–73. Springer, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
Brinker, K., J. Fuernkranz, and Eyke Hüllermeier. “A Unified Model for Multilabel Classification and Ranking.” In In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva Del Garda, Italy, edited by G. Brewka, S. Coradeschi, A. Perini, and P. Traverso, 489–93, 2006.
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2006 | Conference Paper | LibreCat-ID: 15201
Hüllermeier, Eyke. “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
Hüllermeier, Eyke. “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, edited by B. Reusch, 615–28. Springer, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” Data Mining and Knowledge Discovery 13, no. 2 (2006): 167–92.
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Methods in Case-Based Recommendation and Decision Support.” Journal of Intelligent Information Systems 27 (2006): 95–115.
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” Intelligent Data Analysis 10, no. 5 (2006): 419–40.
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
Block, P., J. Paern, Eyke 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 65, no. 3 (2006): 607–22.
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
Kuhn, D., N. Weskamp, S. Schmitt, Eyke Hüllermeier, and G. Klebe. “From the Similarity Analysis of Protein Cavities to the Functional Classification of Protein Families Using Cavbase.” Journal of Molecular Biology 359, no. 4 (2006): 1023–44.
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
Beringer, J., and Eyke Hüllermeier. “Online Clustering of Parallel Data Streams.” Data and Knowledge Engineering 58, no. 2 (2006): 180–204.
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2006 | Journal Article | LibreCat-ID: 16195
Karimi, I., Eyke Hüllermeier, and K. Meskouris. “A Fuzzy-Probablistic Earthquake Risk Assessment System.” Soft Computing 11, no. 3 (2006): 229–38.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
Brinker, K., and Eyke Hüllermeier. “Calibrated Label-Ranking.” In In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada, edited by S. Agarwal, C. Cortes, and R. Herbrich, 1–6. http://web.mit.edu/shivani/www/Ranking-NIPS-05/., 2005.
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2005 | Conference Paper | LibreCat-ID: 15800
Hüllermeier, Eyke, 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 , 158–63, 2005.
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2005 | Conference Paper | LibreCat-ID: 14839
Hüllermeier, Eyke, and Cho-k 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, edited by L. Kaelbling and A. Saffiotti, 3–8, 2005.
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2005 | Conference Paper | LibreCat-ID: 14840
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Label Preferences: Ranking Error versus Position Error.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:180–91. LNCS. Springer, 2005.
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2005 | Conference Paper | LibreCat-ID: 14841
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:168–79. LNAI. Springer, 2005.
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2005 | Conference Paper | LibreCat-ID: 15105
Dubois, D., and Eyke 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
Karimi, I., and Eyke 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, 1147–53, 2005.
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2005 | Conference Paper | LibreCat-ID: 15215
Lughofer, E., Eyke 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
Yi, Y., and Eyke 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
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining: Status and Prospects.” Fuzzy Sets and Systems 156, no. 3 (2005): 387–406.
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2005 | Journal Article | LibreCat-ID: 16178
Hüllermeier, Eyke. “Experience-Based Decision Making: A Satisficing Decision Tree Approach.” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans 35, no. 5 (2005): 641–53.
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
Balasubramaniyan, R., Eyke Hüllermeier, N. Weskamp, and J. Kämper. “Clustering of Gene Expression Data Using a Local Shape-Based Similarity Measure.” Bioinformatics 21, no. 7 (2005): 1069–77.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
Dubois, D., Eyke 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, edited by JC. Cubero, D. Sanchez, Z. Ras, and T. Sudkamp, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
Weskamp, N., Eyke 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, edited by R. Giegerich and J. Stoye, 131–40. Lecture Notes in Informatics, Bielefeld, Germany. Springer, 2004.
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2004 | Conference Paper | LibreCat-ID: 14842
Hüllermeier, Eyke. “Instance-Based Prediction with Guaranteed Confidence.” In In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, edited by R. Lopez de Mantaras and L. Saitta, 97–101. IOS Press, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
Hüllermeier, Eyke, 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
Hüllermeier, Eyke, 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
Karimi, I., Eyke 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
Hüllermeier, Eyke, 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
Hüllermeier, Eyke, I. Renners, and A. Grauel. “An Evolutionary Approach to Constraints-Regularized Learning.” Mathware and Soft Computing 11, no. 2–3 (2004): 109–24.
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
Weskamp, N., D. Kuhn, Eyke Hüllermeier, and G. Klebe. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Clique-Hashing.” Bioinformatics 20, no. 10 (2004): 1522–26.
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2004 | Journal Article | LibreCat-ID: 16187
Hüllermeier, Eyke. “Flexible Constraints for Regularization in Learning from Data.” International Journal of Intelligent Systems 19, no. 6 (2004): 525–41.
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2003 | Conference Paper | LibreCat-ID: 15802
Weskamp, N., D. Kuhn, Eyke 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
Hüllermeier, Eyke. “Instance-Based Learning of Credible Label Sets.” In In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, edited by A. Günter, R. Kruse, and B. Neumann. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15065
Hüllermeier, Eyke. “Regularized Learning with Flexible Constraints.” In In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, edited by M.R. Berthold, H.J. Lenz, E. Bradley, R. Kruse, and C. Borgelt, Vol. 2810. Lecture Notes in Computer Science, Berlin. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz, J., and Eyke Hüllermeier. “Pairwise Preference Learning and Ranking.” In In Proceedings ECML-2003, 13 Th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier, Eyke. “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, 468–73, 2003.
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2003 | Conference Paper | LibreCat-ID: 15222
Dubois, D., Eyke 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, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
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2003 | Conference Paper | LibreCat-ID: 15223
Hüllermeier, Eyke. “Inducing Fuzzy Concepts through Extended Version Space Learning.” In In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
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2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” Artificial Intelligence 148, no. 1–2 (2003): 335–83.
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2003 | Journal Article | LibreCat-ID: 16189
De Calmès, M., D. Dubois, Eyke 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 11, no. 1 (2003): 43–66.
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
Dubois, D., Eyke Hüllermeier, and H. Prade. “On the Representation of Fuzzy Rules in Terms of Crisp Rules.” Information Sciences 151 (2003): 301–26.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” In Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz. Springer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., Eyke Hüllermeier, and H. Prade. “Possibilistic Case-Based Decisions.” In Connectionist Approaches in Economics and Management Sciences, edited by C. Lesage and M. Cottrell, Vol. 6. Advances in Computational Management Sciences. Kluwer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, Eyke, and J. Beringer. “Mining Implication-Based Fuzzy Association Rules in Databases.” In Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier, L. Foulloy, and R.R.. Yager. Elsevier, 2003.
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 360–64. IOS Press, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., D. Dubois, Eyke 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, edited by D. Fensel, F. Giunchiglia, D. Mc Guinness, and M.A. Williams, 449–58. Morgan Kaufmann, 2002.
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2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “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, 200–211. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 173–84. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “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, 101–8, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 729–34, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., D. Dubois, Eyke 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, 735–40, 2002.
LibreCat
2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 333–39.
LibreCat
2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 322–32.
LibreCat
2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” In Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R.R. Yager, 377–90. Springer, 2002.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 108–15, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 93–99, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, Eyke, 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.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, edited by De. Raedt and A. Siebes, 2168:241–52. LNAI. Springer, 2001.
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2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, Eyke. “Fuzzy Association Rules: Semantic Issues and Quality Measures.” In In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, edited by B. Reusch, 2206:380–91. LNCS. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Eyke 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, 1592–97, 2001.
LibreCat
2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” International Journal of Approximate Reasoning 26 (2001): 67–100.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, Eyke. “Machinelles Lernen Und Komplexität.” In Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen, edited by F. Haslinger and P. Weise, 255–88. Metropolis, 2001.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., Eyke Hüllermeier, and P. Weise. “Empirische Überprüfung Eines Synergetischen Konjunkturmodells.” In Studien Zur Evoltorischen Ökonomik IV, edited by H.-W. Lorenz and B. Meyer, 11–44. Duncker & Humblot, Berlin, 2001.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15301
Hüllermeier, Eyke. “Fuzzy Dynamics: Methodological Framework and Applications of Compartmental Modeling.” In In Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium, edited by D.M. Dubois, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15302
Gueroguieva, I., I. Nestorov, M. Rowland, and Eyke Hüllermeier. “In Vitro-in Vivo Hepatic Clearance Prediction Using Fuzzy Sets.” In In Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 , 11:S22. European Journal of Pharmaceutical Sciences, 2000.
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2000 | Conference Paper | LibreCat-ID: 15808
Dubois, D., Eyke 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, 7–16, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 14844
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” In In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, 50–54. IOS Press, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 14845
Hüllermeier, Eyke. “Focusing Search by Using Problem Solving Experience.” In In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, 55–59. IOS Press, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15063
Hüllermeier, Eyke. “Change Detection in Heuristic Search.” In Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas, 898–903, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15108
Hüllermeier, Eyke. “A Method for Predicting Solutions in Case-Based Problem Solving.” In In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, edited by E. Blanzieri and L. Portinale, 124–35. Springer, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15109
Dubois, D., Eyke 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, edited by E. Blanzieri and L. Portinale, 61–73. Springer, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15231
Hüllermeier, Eyke, 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, 1575–82, 2000.
LibreCat
2000 | Journal Article | LibreCat-ID: 16196
Hüllermeier, Eyke, and C. Giersch. “Fuzzy Dynamics and Applications in Biological Systems Modelling.” Systems Analysis, Modelling, Simulation 38 (2000): 29–50.
LibreCat
2000 | Journal Article | LibreCat-ID: 16198
Hüllermeier, Eyke, M. Kraft, and P. Weise. “Evaluation and Specification of a Synergetic Business Cycle Model with German Data.” Homo Oeconomicus XVI, 2000.
LibreCat
2000 | Book Chapter | LibreCat-ID: 16234
Dubois, D., Eyke Hüllermeier, and H. Prade. “Formalizing Case-Based Inference Using Fuzzy Rules.” In Soft Computing in Case-Based Reasoning, edited by S.K. Pal, D.Y. So, and T. Dillon, 47–72. Springer, 2000.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15809
Hüllermeier, Eyke, 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, 45–54, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15062
Hüllermeier, Eyke. “Toward a Probabilistic Formalization of Case-Based Inference.” In In Proceedings IJCAI-99, 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, edited by T. Dean, 248–53. Morgan Kaufmann, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15107
Hüllermeier, Eyke. “Exploiting Similarity for Supporting Data Analysis and Problem Solving.” In In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands, edited by D.J. Hand, J.N. Kok, and M.R. Berthold, 1642:257–68. LNCS. Springer, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15232
Hüllermeier, Eyke, 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, edited by H.J. Zimmermann, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15233
Hüllermeier, Eyke. “Toward Models of Case-Based Decision Making.” In In Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15234
Hüllermeier, Eyke. “A Possibilistic Formalization of Case-Based Reasoning and Decision Making.” In In Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany, edited by B. Reusch, 1625:411–20. LNCS. Springer, 1999.
LibreCat
1999 | Journal Article | LibreCat-ID: 16199
Hüllermeier, Eyke. “Numerical Methods for Fuzzy Initial Value Problems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 7, no. 5 (1999): 439–61.
LibreCat
1999 | Journal Article | LibreCat-ID: 16200
Hüllermeier, Eyke. “Approximation of Uncertain Funtional Relationships.” Fuzzy Sets and Systems 101, no. 2 (1999): 227–40.
LibreCat
1999 | Book Chapter | LibreCat-ID: 16235
Hüllermeier, Eyke. “Qualitatives Schließen Und Qualitative Simulation.” In Modellierung, Simulation Und Künstliche Intelligenz, edited by H. Szczerbicka and T. Uthmann, 277–310. SCS Publishing House, Erlangen, 1999.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15288
Hüllermeier, Eyke, 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, 1857–64. Editions E.D.K., 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15289
Hüllermeier, Eyke. “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, 1296–1303. Editions E.D.K., 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15303
Hüllermeier, Eyke. “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, edited by P. Borne, M. Ksouri, and A. El Kamel, 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15810
Hüllermeier, Eyke. “Case-Based Probality and Case-Based Decision Making.” In In Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany, edited by L. Gierl and M. Lenz, 13–22, 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15287
Hüllermeier, Eyke. “Fuzzy Dynamics of Compartmental Systems.” In In Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1998.
LibreCat
1997 | Dissertation | LibreCat-ID: 23925
Hüllermeier, Eyke. Reasoning about Systems Based on Incomplete and Uncertain Models. Vol. 20. Verlagsschriftenreihe Des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 1997.
LibreCat
1997 | Conference Paper | LibreCat-ID: 15290
Hüllermeier, Eyke. “Hierarchical Propagation of Uncertain Constraints.” In In Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 953–57, 1997.
LibreCat
1997 | Conference Paper | LibreCat-ID: 15291
Hüllermeier, Eyke. “Approximation of Fuzzy Functions.” In In Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany, edited by A. Grauel, W. Becker, and F. Belli, 374–81, 1997.
LibreCat
1997 | Conference Paper | LibreCat-ID: 15811
Hüllermeier, Eyke. “Modellierung Und Simulation Unsicherer Dynamischer Systeme Und Anwendungen in Der Diagnose.” In In Proceedings ASIM Fachgruppentagung Soft Computing, edited by D.P.F. Möller and O. Richter, 1997.
LibreCat
1997 | Journal Article | LibreCat-ID: 16201
Hüllermeier, Eyke. “A New Approach to Modelling and Simulation of Uncertain Dynamical Systems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 5, no. 2 (1997): 117–37.
LibreCat
1996 | Conference Paper | LibreCat-ID: 15292
Hüllermeier, Eyke. “Approminate Probabilistic Reasoning with Fuzzy Constraints.” In In Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1996.
LibreCat
1996 | Conference Paper | LibreCat-ID: 15293
Hüllermeier, Eyke. “A Fuzzy Simulation Method.” In International Symposium on Soft Computing, Reading U.K., edited by P.G. Anderson and K. Warwick, B230–36. ICSC Academic Press, 1996.
LibreCat
1996 | Conference Paper | LibreCat-ID: 15304
Hüllermeier, Eyke. “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, 54–55, 1996.
LibreCat
1995 | Conference Paper | LibreCat-ID: 15294
Hüllermeier, Eyke. “Towards Modelling of Fuzzy Functions.” In In Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 150–54, 1995.
LibreCat
1995 | Conference Paper | LibreCat-ID: 15295
Hüllermeier, Eyke. “Rule-Based Modelling in Fuzzy Simulation.” In In Proceedings ISFL-95 International Symposium on Logic, Zürich, B49–56. ICSC Academic Press, 1995.
LibreCat
1995 | Conference Paper | LibreCat-ID: 15305
Hüllermeier, Eyke. “Fuzzy Polynomial and Spline Interpolation.” In In Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin, 401–4. Gordon and Breach Publishers, 1995.
LibreCat
1995 | Book Chapter | LibreCat-ID: 16236
Hüllermeier, Eyke. “Konjunkturzyklen Aufgrund von Investitionsinterdependenzen: Simulation Und Empirische Überprüfung.” In Moderne Makroökonomie-Eine Kritische Bestandsaufnahme, edited by J. Flemmig, 413–54. Metropolis, 1995.
LibreCat
1994 | Conference Paper | LibreCat-ID: 15296
Hüllermeier, Eyke. “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, edited by H.J. Zimmermann, 195–99, 1994.
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448 Publications
2009 | Book Chapter | LibreCat-ID: 10188
Hüllermeier, Eyke. “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, edited by R. Seising, 457–70. Springer, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13595
Cheng, W., J. Hühn, and Eyke Hüllermeier. “Decision Tree and Instance-Based Learning for Label Ranking.” In In Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada, 161–68, 2009.
LibreCat
2009 | Conference Paper | LibreCat-ID: 13596
Fürnkranz, J., Eyke 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
Cheng, W., and Eyke 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, 707–16. Springer, 2009.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15779
Hüllermeier, Eyke, and S. Vanderlooy. “Weighted Voting as Approximate MAP Prediction in Pairwise Classification.” In In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany, 34–41, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15780
Fober, T., Eyke 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, 27–33, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 15781
Fober, T., Eyke 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, edited by A. Beyer and M. Schroeder, 44–53, 2008.
LibreCat
2008 | Journal Article | LibreCat-ID: 16164
Hühn, J., and Eyke Hüllermeier. “Is an Ordinal Class Structure Useful in Classifier Learning?” International Journal of Data Mining, Modeling and Management 1, no. 1 (2008): 45–67.
LibreCat
2008 | Journal Article | LibreCat-ID: 16166
Hüllermeier, Eyke, J. Fürnkranz, W. Cheng, and K. Brinker. “Label Ranking by Learning Pairwise Preferences.” Artificial Intelligence 172 (2008): 1897–1917.
LibreCat
2008 | Journal Article | LibreCat-ID: 16167
Vanderlooy, S., and Eyke Hüllermeier. “A Critical Analysis of Variants of the AUC.” Machine Learning 72 (2008): 247–72.
LibreCat
2008 | Journal Article | LibreCat-ID: 16168
Fürnkranz, J., Eyke Hüllermeier, E. Mencia, and K. Brinker. “Multilabel Classification via Calibrated Label Ranking.” Machine Learning 73, no. 2 (2008): 133–53.
LibreCat
2008 | Journal Article | LibreCat-ID: 16169
Hüllermeier, Eyke, and K. Brinker. “Learning Valued Preference Structures for Solving Classification Problems.” Fuzzy Sets and Systems 159, no. 18 (2008): 2337–52.
LibreCat
2008 | Journal Article | LibreCat-ID: 16184
Beringer, J., and Eyke Hüllermeier. “Case-Based Learning in a Bipolar Possibilistic Framework.” International Journal of Intelligent Systems 23, no. 10 (2008): 1119–34.
LibreCat
2008 | Book Chapter | LibreCat-ID: 16225
Hüllermeier, Eyke. “Granular Computing in Machine Learning and Data Mining.” In Handbook on Granular Computing, edited by W. Pedrycz, A. Skowron, and V. Kreinovich, 889–906. John Wiley and Sons, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10154
Hüllermeier, Eyke. “Fuzzy Methods in Data Mining.” In Encyclopedia of Data Warehousing and Mining - Second Edition, 907–12. Idea Group, Inc.,Hershey, USA, 2008.
LibreCat
2008 | Book Chapter | LibreCat-ID: 10185
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Preference Models from Data: On the Problem of Label Ranking and Its Variants.” In Preferences and Similarities, edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz, 283–304. Preferences and Similarities. Springer, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13599
Hüllermeier, Eyke, 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, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 240–54, 2008.
LibreCat
2008 | Conference Paper | LibreCat-ID: 13600
Cheng, W., and Eyke Hüllermeier. “Learning Similarity Functions from Qualitative Feedback.” In In Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany, edited by K.D. Althoff, R. Bergmann, M. Minor, and A. Hanft, 120–34. Springer, 2008.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15782
Cheng, W., Eyke 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, 141–48, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15783
Fober, T., Eyke 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, edited by R. Mikut and M. Reischl, 1–14, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15784
Vladimirskiy, I., Eyke 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, edited by D.C. Wilson and D. Khemani, 31–40, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14832
Hüllermeier, Eyke, 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. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14833
Brinker, K., and Eyke Hüllermeier. “Label Ranking in Case-Based Reasoning.” In In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland, edited by M. Richter and R. Weber, 4626:77–91. LNAI. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14834
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” In In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig, edited by P. Perner, 34–48. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 14835
Brinker, K., and Eyke Hüllermeier. “Case-Based Multilabel Ranking.” In In Proceedings IJCAI-07, 20th International Joint Conference on Artificial Intelligence, Hyerabad, India, January 2007, 701–7, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15197
Hüllermeier, Eyke, 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, 1:353–60, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 15198
Beringer, J., and Eyke 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
Hüllermeier, Eyke, 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
Hüllermeier, Eyke, and Y. Yi. “In Defense of Fuzzy Association Analysis.” IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics 37, no. 4 (2007): 1039–43.
LibreCat
2007 | Journal Article | LibreCat-ID: 16171
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” IEEE Transactions on Knowledge and Data Engineering 19, no. 5 (2007): 847–58.
LibreCat
2007 | Journal Article | LibreCat-ID: 16172
Beringer, J., and Eyke Hüllermeier. “Efficient Instance-Based Learning on Data Streams.” Intelligent Data Analysis 11, no. 6 (2007): 627–50.
LibreCat
2007 | Journal Article | LibreCat-ID: 16175
Dubois, D., and Eyke Hüllermeier. “Comparing Probability Measures Using Possibility Theory: A Notion of Relative Peakedness.” International Journal of Approximate Reasoning 45, no. 2 (2007): 364–85.
LibreCat
2007 | Journal Article | LibreCat-ID: 16179
Weskamp, N., Eyke 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 4, no. 2 (2007): 310–20.
LibreCat
2007 | Journal Article | LibreCat-ID: 16194
Karimi, I., and Eyke Hüllermeier. “Risk Assessment for Natural Hazards: A New Approach Based on Fuzzy Probability.” Fuzzy Sets and Systems 158, no. 9 (2007): 987–99.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16224
Hüllermeier, Eyke. “Why Fuzzy Set Theory Is Useful in Data Mining.” In Successes and New Directions in Data Mining, edited by F. Masseglia, P. Poncelet, and M. Teisseire, 1–16. Information Science Reference, Hershey, New York, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16226
Beringer, J., and Eyke Hüllermeier. “Fuzzy Clustering of Parallel Data Streams.” In Advances in Fuzzy Clustering and Its Applications , edited by J. Valente de Oliveira and W. Pedrycz, 333–52. John Wiley and Sons, 2007.
LibreCat
2007 | Book Chapter | LibreCat-ID: 16227
Hüllermeier, Eyke. “Fuzzy Methods for Data Mining and Machine Learning: State of the Art and Prospects.” In Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 355–74. Springer, 2007.
LibreCat
2007 | Book | LibreCat-ID: 16282
Hüllermeier, Eyke. Case-Based Approximate Reasoning. Vol. 44. Series B: Mathematical and Statistical Methods. Springer, 2007.
LibreCat
2007 | Conference Paper | LibreCat-ID: 13601
Sulzmann, J.N., J. Fürnkranz, and Eyke Hüllermeier. “On Pairwise Naive Bayes Classifiers.” In In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland. Springer, 2007.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15785
Beringer, J., and Eyke Hüllermeier. “Adaptive Optimization of the Number of Clusters in Fuzzy Clustering, Dortmund, Germany 2006.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 140–49, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15786
Hüllermeier, Eyke, and K. Brinker. “Classification via Fuzzy Preference Learning.” In In Proceedings 16th Workshop Computational Intelligence, Dortmund Germany, edited by R. Mikut and M. Reischl, 190–99, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15798
Hüllermeier, Eyke. “Credible Case-Based Inference Using Similarity Profiles.” In In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey, edited by M. Minor, 230–42, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14836
Bade, K., Eyke Hüllermeier, and A. Nürnberger. “Hierarchical Classification by Expected Utility Maximization.” In In Proceedings ICDM-2006, IEEE International Conference on Data Mining, 43–52. IEEE Computer Society Press, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14837
Brinker, K., and Eyke Hüllermeier. “Case-Based Label Ranking.” In In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006, 566–73. Springer, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 14838
Brinker, K., J. Fuernkranz, and Eyke Hüllermeier. “A Unified Model for Multilabel Classification and Ranking.” In In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva Del Garda, Italy, edited by G. Brewka, S. Coradeschi, A. Perini, and P. Traverso, 489–93, 2006.
LibreCat
2006 | Conference Paper | LibreCat-ID: 15201
Hüllermeier, Eyke. “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
Hüllermeier, Eyke. “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, edited by B. Reusch, 615–28. Springer, 2006.
LibreCat
2006 | Journal Article | LibreCat-ID: 16173
Dubois, D., Eyke Hüllermeier, and H. Prade. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” Data Mining and Knowledge Discovery 13, no. 2 (2006): 167–92.
LibreCat
2006 | Journal Article | LibreCat-ID: 16176
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Methods in Case-Based Recommendation and Decision Support.” Journal of Intelligent Information Systems 27 (2006): 95–115.
LibreCat
2006 | Journal Article | LibreCat-ID: 16177
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” Intelligent Data Analysis 10, no. 5 (2006): 419–40.
LibreCat
2006 | Journal Article | LibreCat-ID: 16180
Block, P., J. Paern, Eyke 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 65, no. 3 (2006): 607–22.
LibreCat
2006 | Journal Article | LibreCat-ID: 16182
Kuhn, D., N. Weskamp, S. Schmitt, Eyke Hüllermeier, and G. Klebe. “From the Similarity Analysis of Protein Cavities to the Functional Classification of Protein Families Using Cavbase.” Journal of Molecular Biology 359, no. 4 (2006): 1023–44.
LibreCat
2006 | Journal Article | LibreCat-ID: 16183
Beringer, J., and Eyke Hüllermeier. “Online Clustering of Parallel Data Streams.” Data and Knowledge Engineering 58, no. 2 (2006): 180–204.
LibreCat
2006 | Journal Article | LibreCat-ID: 16195
Karimi, I., Eyke Hüllermeier, and K. Meskouris. “A Fuzzy-Probablistic Earthquake Risk Assessment System.” Soft Computing 11, no. 3 (2006): 229–38.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15799
Brinker, K., and Eyke Hüllermeier. “Calibrated Label-Ranking.” In In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada, edited by S. Agarwal, C. Cortes, and R. Herbrich, 1–6. http://web.mit.edu/shivani/www/Ranking-NIPS-05/., 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15800
Hüllermeier, Eyke, 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 , 158–63, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14839
Hüllermeier, Eyke, and Cho-k 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, edited by L. Kaelbling and A. Saffiotti, 3–8, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14840
Hüllermeier, Eyke, and J. Fürnkranz. “Learning Label Preferences: Ranking Error versus Position Error.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:180–91. LNCS. Springer, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 14841
Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” In In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili, J. Kok, J. Pena, A. Siebes, and A. Feelders, 3646:168–79. LNAI. Springer, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15105
Dubois, D., and Eyke 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
Karimi, I., and Eyke 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, 1147–53, 2005.
LibreCat
2005 | Conference Paper | LibreCat-ID: 15215
Lughofer, E., Eyke 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
Yi, Y., and Eyke 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
Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining: Status and Prospects.” Fuzzy Sets and Systems 156, no. 3 (2005): 387–406.
LibreCat
2005 | Journal Article | LibreCat-ID: 16178
Hüllermeier, Eyke. “Experience-Based Decision Making: A Satisficing Decision Tree Approach.” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans 35, no. 5 (2005): 641–53.
LibreCat
2005 | Journal Article | LibreCat-ID: 16181
Balasubramaniyan, R., Eyke Hüllermeier, N. Weskamp, and J. Kämper. “Clustering of Gene Expression Data Using a Local Shape-Based Similarity Measure.” Bioinformatics 21, no. 7 (2005): 1069–77.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15801
Dubois, D., Eyke 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, edited by JC. Cubero, D. Sanchez, Z. Ras, and T. Sudkamp, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15804
Weskamp, N., Eyke 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, edited by R. Giegerich and J. Stoye, 131–40. Lecture Notes in Informatics, Bielefeld, Germany. Springer, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 14842
Hüllermeier, Eyke. “Instance-Based Prediction with Guaranteed Confidence.” In In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, edited by R. Lopez de Mantaras and L. Saitta, 97–101. IOS Press, 2004.
LibreCat
2004 | Conference Paper | LibreCat-ID: 15217
Hüllermeier, Eyke, 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
Hüllermeier, Eyke, 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
Karimi, I., Eyke 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
Hüllermeier, Eyke, 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
Hüllermeier, Eyke, I. Renners, and A. Grauel. “An Evolutionary Approach to Constraints-Regularized Learning.” Mathware and Soft Computing 11, no. 2–3 (2004): 109–24.
LibreCat
2004 | Journal Article | LibreCat-ID: 16186
Weskamp, N., D. Kuhn, Eyke Hüllermeier, and G. Klebe. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Clique-Hashing.” Bioinformatics 20, no. 10 (2004): 1522–26.
LibreCat
2004 | Journal Article | LibreCat-ID: 16187
Hüllermeier, Eyke. “Flexible Constraints for Regularization in Learning from Data.” International Journal of Intelligent Systems 19, no. 6 (2004): 525–41.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15802
Weskamp, N., D. Kuhn, Eyke 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
Hüllermeier, Eyke. “Instance-Based Learning of Credible Label Sets.” In In Proceedings KI-2003, 26th German Conference on Artificial Intelligence, Hamburg, Germany, edited by A. Günter, R. Kruse, and B. Neumann. 2821 in Lecture Notes in Artificial Intelligence, Hamburg, Germany. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15065
Hüllermeier, Eyke. “Regularized Learning with Flexible Constraints.” In In Proceddings IDA-03, 5th International Symposium on Intelligent Data Anaysis, edited by M.R. Berthold, H.J. Lenz, E. Bradley, R. Kruse, and C. Borgelt, Vol. 2810. Lecture Notes in Computer Science, Berlin. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15066
Fürnkranz, J., and Eyke Hüllermeier. “Pairwise Preference Learning and Ranking.” In In Proceedings ECML-2003, 13 Th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15221
Hüllermeier, Eyke. “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, 468–73, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15222
Dubois, D., Eyke 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, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
LibreCat
2003 | Conference Paper | LibreCat-ID: 15223
Hüllermeier, Eyke. “Inducing Fuzzy Concepts through Extended Version Space Learning.” In In Proceedings IFSA-03 10th International Fuzzy Systems Association World Congress, Istanbul, Turkey, edited by T. Bilgic, B. De Beats, and O. Kaynak, 2715:648–77. LNAI. Springer, 2003.
LibreCat
2003 | Journal Article | LibreCat-ID: 16188
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” Artificial Intelligence 148, no. 1–2 (2003): 335–83.
LibreCat
2003 | Journal Article | LibreCat-ID: 16189
De Calmès, M., D. Dubois, Eyke 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 11, no. 1 (2003): 43–66.
LibreCat
2003 | Journal Article | LibreCat-ID: 16190
Dubois, D., Eyke Hüllermeier, and H. Prade. “On the Representation of Fuzzy Rules in Terms of Crisp Rules.” Information Sciences 151 (2003): 301–26.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16228
Hüllermeier, Eyke. “Sequential Decision Making in Heuristic Search.” In Planning Based on Decision Theory (CISM Courses and Lectures No.472), edited by G. Della Riccia, D. Dubois, R. Kruse, and H.J. Lenz. Springer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16229
Dubois, D., Eyke Hüllermeier, and H. Prade. “Possibilistic Case-Based Decisions.” In Connectionist Approaches in Economics and Management Sciences, edited by C. Lesage and M. Cottrell, Vol. 6. Advances in Computational Management Sciences. Kluwer, 2003.
LibreCat
2003 | Book Chapter | LibreCat-ID: 16230
Hüllermeier, Eyke, and J. Beringer. “Mining Implication-Based Fuzzy Association Rules in Databases.” In Intelligent Systems for Information Processing: From Representation to Applications, edited by B. Bouchon-Meunier, L. Foulloy, and R.R.. Yager. Elsevier, 2003.
LibreCat
2002 | Conference Paper | LibreCat-ID: 14843
Hüllermeier, Eyke. “On the Representation and Combination of Evidence in Instance-Based Learning.” In In Proceedings ECAI-2002, 15th European Conference on Artificial Intelligence, Lyon, France, 360–64. IOS Press, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15064
De Calmès, M., D. Dubois, Eyke 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, edited by D. Fensel, F. Giunchiglia, D. Mc Guinness, and M.A. Williams, 449–58. Morgan Kaufmann, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15098
Hüllermeier, Eyke. “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, 200–211. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15101
Hüllermeier, Eyke. “Possibilistic Induction in Decision Tree Learning.” In In Proceedings ECML-02, 13th European Conference on Machine Learning, Helsinki Finland, 173–84. Springer, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15226
Hüllermeier, Eyke. “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, 101–8, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15227
Hüllermeier, Eyke. “Exploiting Similarity and Experience in Decision Making.” In In Proceedings FUZZ-IEEE-02, IEEE International Conference on Fuzzy Systems, Honolulu, Hawaii, 729–34, 2002.
LibreCat
2002 | Conference Paper | LibreCat-ID: 15228
De Calmès, M., D. Dubois, Eyke 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, 735–40, 2002.
LibreCat
2002 | Journal Article | LibreCat-ID: 16191
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Model Adaption in Possibilistic Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 333–39.
LibreCat
2002 | Journal Article | LibreCat-ID: 16192
Dubois, D., Eyke Hüllermeier, and H. Prade. “Fuzzy Set-Based Methods in Instance-Based Reasoning.” IEEE Transactions on Fuzzy Systems 10, no. 3 (2002): 322–32.
LibreCat
2002 | Book Chapter | LibreCat-ID: 16232
Hüllermeier, Eyke, D. Dubois, and H. Prade. “Knowledge-Based Extrapolation of Cases: A Possibilistic Approach.” In Technologies for Constructing Intelligent Systems, edited by B. Bouchon-Meunier, J. Gutierrez-Rios, L. Magdalena, and R.R. Yager, 377–90. Springer, 2002.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15300
Hüllermeier, Eyke. “Experience-Based Decision Making and Learning from Examples.” In In Proceedings SOR-01 Symposium on Operations Research, Duisburg, Germany. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15805
Hüllermeier, Eyke. “Possibilistic Instance-Based Learning.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 108–15, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15806
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings FGML-2001 German Workshop on Machine Learning, Dortmund, Germany, 93–99, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15807
Hüllermeier, Eyke, 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.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15106
Hüllermeier, Eyke. “Implication-Based Fuzzy Association Rules.” In In Proceedings PKDD-01 5th European Conference on Principles and Practise of Knowledge Discovery in Databases, Freiburg, Germany, edited by De. Raedt and A. Siebes, 2168:241–52. LNAI. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15229
Hüllermeier, Eyke. “Fuzzy Association Rules: Semantic Issues and Quality Measures.” In In Proceedings of the International Conference on Computational Intelligence 7th Fuzzy Days, Dortmund, Germany, edited by B. Reusch, 2206:380–91. LNCS. Springer, 2001.
LibreCat
2001 | Conference Paper | LibreCat-ID: 15230
Dubois, D., Eyke 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, 1592–97, 2001.
LibreCat
2001 | Journal Article | LibreCat-ID: 16193
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” International Journal of Approximate Reasoning 26 (2001): 67–100.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16231
Hüllermeier, Eyke. “Machinelles Lernen Und Komplexität.” In Ökonomie Und Gesellschaft, Jahrbuch 17: Komplexität Und Lernen, edited by F. Haslinger and P. Weise, 255–88. Metropolis, 2001.
LibreCat
2001 | Book Chapter | LibreCat-ID: 16233
Kraft, M., Eyke Hüllermeier, and P. Weise. “Empirische Überprüfung Eines Synergetischen Konjunkturmodells.” In Studien Zur Evoltorischen Ökonomik IV, edited by H.-W. Lorenz and B. Meyer, 11–44. Duncker & Humblot, Berlin, 2001.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15301
Hüllermeier, Eyke. “Fuzzy Dynamics: Methodological Framework and Applications of Compartmental Modeling.” In In Proceedings CASYS-2000, 4th International Conference on Computing Anticipatory Systems Liège, Belgium, edited by D.M. Dubois, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15302
Gueroguieva, I., I. Nestorov, M. Rowland, and Eyke Hüllermeier. “In Vitro-in Vivo Hepatic Clearance Prediction Using Fuzzy Sets.” In In Proceedings EUFEPS-2000, 6th European Congress of Pharmaceutical Sciences, Supplement 1 , 11:S22. European Journal of Pharmaceutical Sciences, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15808
Dubois, D., Eyke 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, 7–16, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 14844
Hüllermeier, Eyke. “Similarity-Based Inference as Evidential Reasoning.” In In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, 50–54. IOS Press, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 14845
Hüllermeier, Eyke. “Focusing Search by Using Problem Solving Experience.” In In Proceedings ECAI-2000, 14th European Conference on Artificial Inteligence, Berlin, Germany, edited by W. Horn, 55–59. IOS Press, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15063
Hüllermeier, Eyke. “Change Detection in Heuristic Search.” In Proceedings AAAI 2000, 17th National Conference on Artificial Intelligence, Austin, Texas, 898–903, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15108
Hüllermeier, Eyke. “A Method for Predicting Solutions in Case-Based Problem Solving.” In In Proceedings EWCBR-2000, 5th European Workshop on Case-Based Reasoning, Trento, Italy, edited by E. Blanzieri and L. Portinale, 124–35. Springer, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15109
Dubois, D., Eyke 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, edited by E. Blanzieri and L. Portinale, 61–73. Springer, 2000.
LibreCat
2000 | Conference Paper | LibreCat-ID: 15231
Hüllermeier, Eyke, 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, 1575–82, 2000.
LibreCat
2000 | Journal Article | LibreCat-ID: 16196
Hüllermeier, Eyke, and C. Giersch. “Fuzzy Dynamics and Applications in Biological Systems Modelling.” Systems Analysis, Modelling, Simulation 38 (2000): 29–50.
LibreCat
2000 | Journal Article | LibreCat-ID: 16198
Hüllermeier, Eyke, M. Kraft, and P. Weise. “Evaluation and Specification of a Synergetic Business Cycle Model with German Data.” Homo Oeconomicus XVI, 2000.
LibreCat
2000 | Book Chapter | LibreCat-ID: 16234
Dubois, D., Eyke Hüllermeier, and H. Prade. “Formalizing Case-Based Inference Using Fuzzy Rules.” In Soft Computing in Case-Based Reasoning, edited by S.K. Pal, D.Y. So, and T. Dillon, 47–72. Springer, 2000.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15809
Hüllermeier, Eyke, 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, 45–54, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15062
Hüllermeier, Eyke. “Toward a Probabilistic Formalization of Case-Based Inference.” In In Proceedings IJCAI-99, 16th International Joint Conference on Artificial Intelligence, Stockholm, Sweden, edited by T. Dean, 248–53. Morgan Kaufmann, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15107
Hüllermeier, Eyke. “Exploiting Similarity for Supporting Data Analysis and Problem Solving.” In In Proceedings IDA-1999, 3th International Symposium on Intelligent Data Analysis, Amsterdam, Netherlands, edited by D.J. Hand, J.N. Kok, and M.R. Berthold, 1642:257–68. LNCS. Springer, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15232
Hüllermeier, Eyke, 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, edited by H.J. Zimmermann, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15233
Hüllermeier, Eyke. “Toward Models of Case-Based Decision Making.” In In Proceedings EUFIT-99 7th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1999.
LibreCat
1999 | Conference Paper | LibreCat-ID: 15234
Hüllermeier, Eyke. “A Possibilistic Formalization of Case-Based Reasoning and Decision Making.” In In Proceedings of the 6th International Conference on Computational Intelligence, Dortmund, Germany, edited by B. Reusch, 1625:411–20. LNCS. Springer, 1999.
LibreCat
1999 | Journal Article | LibreCat-ID: 16199
Hüllermeier, Eyke. “Numerical Methods for Fuzzy Initial Value Problems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 7, no. 5 (1999): 439–61.
LibreCat
1999 | Journal Article | LibreCat-ID: 16200
Hüllermeier, Eyke. “Approximation of Uncertain Funtional Relationships.” Fuzzy Sets and Systems 101, no. 2 (1999): 227–40.
LibreCat
1999 | Book Chapter | LibreCat-ID: 16235
Hüllermeier, Eyke. “Qualitatives Schließen Und Qualitative Simulation.” In Modellierung, Simulation Und Künstliche Intelligenz, edited by H. Szczerbicka and T. Uthmann, 277–310. SCS Publishing House, Erlangen, 1999.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15288
Hüllermeier, Eyke, 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, 1857–64. Editions E.D.K., 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15289
Hüllermeier, Eyke. “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, 1296–1303. Editions E.D.K., 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15303
Hüllermeier, Eyke. “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, edited by P. Borne, M. Ksouri, and A. El Kamel, 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15810
Hüllermeier, Eyke. “Case-Based Probality and Case-Based Decision Making.” In In Proceedings of the 6th German Workshop on Case-Based Reasoning, Berlin, Germany, edited by L. Gierl and M. Lenz, 13–22, 1998.
LibreCat
1998 | Conference Paper | LibreCat-ID: 15287
Hüllermeier, Eyke. “Fuzzy Dynamics of Compartmental Systems.” In In Proceedings EUFIT-98 6th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1998.
LibreCat
1997 | Dissertation | LibreCat-ID: 23925
Hüllermeier, Eyke. Reasoning about Systems Based on Incomplete and Uncertain Models. Vol. 20. Verlagsschriftenreihe Des Heinz Nixdorf Instituts, Paderborn. Verlagsschriftenreihe des Heinz Nixdorf Instituts, Paderborn, 1997.
LibreCat
1997 | Conference Paper | LibreCat-ID: 15290
Hüllermeier, Eyke. “Hierarchical Propagation of Uncertain Constraints.” In In Proceedings EUFIT-97 5th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 953–57, 1997.
LibreCat
1997 | Conference Paper | LibreCat-ID: 15291
Hüllermeier, Eyke. “Approximation of Fuzzy Functions.” In In Proceedings 4.Internationaler Workshop Fuzzy-Neuro-Systeme. Soest Germany, edited by A. Grauel, W. Becker, and F. Belli, 374–81, 1997.
LibreCat
1997 | Conference Paper | LibreCat-ID: 15811
Hüllermeier, Eyke. “Modellierung Und Simulation Unsicherer Dynamischer Systeme Und Anwendungen in Der Diagnose.” In In Proceedings ASIM Fachgruppentagung Soft Computing, edited by D.P.F. Möller and O. Richter, 1997.
LibreCat
1997 | Journal Article | LibreCat-ID: 16201
Hüllermeier, Eyke. “A New Approach to Modelling and Simulation of Uncertain Dynamical Systems.” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems 5, no. 2 (1997): 117–37.
LibreCat
1996 | Conference Paper | LibreCat-ID: 15292
Hüllermeier, Eyke. “Approminate Probabilistic Reasoning with Fuzzy Constraints.” In In Proceedings EUFIT-96 4th European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 1996.
LibreCat
1996 | Conference Paper | LibreCat-ID: 15293
Hüllermeier, Eyke. “A Fuzzy Simulation Method.” In International Symposium on Soft Computing, Reading U.K., edited by P.G. Anderson and K. Warwick, B230–36. ICSC Academic Press, 1996.
LibreCat
1996 | Conference Paper | LibreCat-ID: 15304
Hüllermeier, Eyke. “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, 54–55, 1996.
LibreCat
1995 | Conference Paper | LibreCat-ID: 15294
Hüllermeier, Eyke. “Towards Modelling of Fuzzy Functions.” In In Proceedings EUFIT-95 3rd European Congress on Intelligent Techniques and Soft Computing, Aachen, Germany, edited by H.J. Zimmermann, 150–54, 1995.
LibreCat
1995 | Conference Paper | LibreCat-ID: 15295
Hüllermeier, Eyke. “Rule-Based Modelling in Fuzzy Simulation.” In In Proceedings ISFL-95 International Symposium on Logic, Zürich, B49–56. ICSC Academic Press, 1995.
LibreCat
1995 | Conference Paper | LibreCat-ID: 15305
Hüllermeier, Eyke. “Fuzzy Polynomial and Spline Interpolation.” In In Proceedings IMACS Symposium on Systems Analysis and Simulation, Berlin, 401–4. Gordon and Breach Publishers, 1995.
LibreCat
1995 | Book Chapter | LibreCat-ID: 16236
Hüllermeier, Eyke. “Konjunkturzyklen Aufgrund von Investitionsinterdependenzen: Simulation Und Empirische Überprüfung.” In Moderne Makroökonomie-Eine Kritische Bestandsaufnahme, edited by J. Flemmig, 413–54. Metropolis, 1995.
LibreCat
1994 | Conference Paper | LibreCat-ID: 15296
Hüllermeier, Eyke. “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, edited by H.J. Zimmermann, 195–99, 1994.
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