Hüllermeier, Eyke, and Cho-k NN. “A Method for Combining Interacting Pieces of Evidence in Case-Based Learning.” In Proceedings IJCAI-05, 19th International Joint Conference on Artificial Intelligence, Edingburgh, Scotland, edited by L. Kaelbling and A. Saffiotti, 2005, pp. 3–8.
LibreCat: /record/14839

Hüllermeier, Eyke, and J. Fürnkranz. “Learning Label Preferences: Ranking Error versus Position Error.” In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili et al., vol. 3646, Springer, 2005, pp. 180–91.
LibreCat: /record/14840

Hüllermeier, Eyke, and J. Beringer. “Learning from Ambiguously Labeled Examples.” In Proceedings IDA-2005, 6th International Symposium on Intelligent Data Analysis, Madrid, edited by A. Famili et al., vol. 3646, Springer, 2005, pp. 168–79.
LibreCat: /record/14841

Dubois, D., and Eyke Hüllermeier. “A Notion of Comarative Probabilistic Entroy Based on the Possibilistic Specificity Ordering.” In Proceedings ECSQARU-2005, 8th European Conference of Symbolic and Quantitative Approaches to Reasoning with Uncertainty, Barcelona, Spain, 2005.
LibreCat: /record/15105

Karimi, I., and Eyke Hüllermeier. “A Fuzzy-Probablistic Risk Assessment System for Natural Disasters.” In Proceedings IFSA-2005, 11th  World Congress of the International Fuzzy System Association, Beijing, China, 2005, pp. 1147–53.
LibreCat: /record/15214

Lughofer, E., et al. “Improving the Interpretability of Data-Driven Evolving Fuzzy Systems.” In Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology, Barcelona, Spain, 2005.
LibreCat: /record/15215

Yi, Y., and Eyke Hüllermeier. “Learning Complexity-Boundet Rule-Based Classifiers by Combining Association Analysis and Genetic Algorithms.” In Proceedings EUSFLAT-2005 4th International Conference on the European Society for Fuzzy Logic and Technology,  Barcelona, Spain, 2005.
LibreCat: /record/15216

Hüllermeier, Eyke. “Fuzzy Sets in Machine Learning and Data Mining: Status and Prospects.” Fuzzy Sets and Systems, vol. 156, no. 3, 2005, pp. 387–406.
LibreCat: /record/16174

Hüllermeier, Eyke. “Experience-Based Decision Making: A Satisficing Decision Tree Approach.” IEEE Transactions on Systems, Man and Cybernetics-Part A: Systems and Humans, vol. 35, no. 5, 2005, pp. 641–53.
LibreCat: /record/16178

Balasubramaniyan, R., et al. “Clustering of Gene Expression Data Using a Local Shape-Based Similarity Measure.” Bioinformatics, vol. 21, no. 7, 2005, pp. 1069–77.
LibreCat: /record/16181

Dubois, D., et al. “A Systematic Approach to the Assessment of Fuzzy Association Rules.” 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 et al., 2004.
LibreCat: /record/15801

Weskamp, N., et al. “Graph Alignments: A New Concept to Detect Conserved Regions in Protein Active Sites.” In Proceedings of GCB-2004 of the German Conference on Bioinformatics, Bielefeld, Germany, edited by R. Giegerich and J. Stoye, Springer, 2004, pp. 131–40.
LibreCat: /record/15804

Hüllermeier, Eyke. “Instance-Based Prediction with Guaranteed Confidence.” In Proceedings ECAI-2004, 16th European Conference on Artificial Inteligence, Valencia, Spain, edited by R. Lopez de Mantaras and L. Saitta, IOS Press, 2004, pp. 97–101.
LibreCat: /record/14842

Hüllermeier, Eyke, and J. Fürnkranz. “Comparison of Ranking Procedures in Pairwise Preference Learning.” In Proceedings IPMU-2004 10th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat: /record/15217

Hüllermeier, Eyke, and J. Fürnkranz. “Ranking by Pairwise Comparison: A Note on Risk Minimization.” In Proceedings FUZZ-IEEE-04, IEEE International Conference on Fuzzy Systems, Budapest, Hungary, 2004.
LibreCat: /record/15218

Karimi, I., et al. “An Earthquake Risk Assessment Method Based on Fuzzy Probability.” In Proceedings 6th International FLINS Conference on Applied  Computational Intelligence, Duinse Polders, Blankenberg,Belgien, 2004.
LibreCat: /record/15219

Hüllermeier, Eyke, and J. Beringer. “Learning Decision Rules from Positive and Negative Preferences.” In Proceedings IPMU-2004 10th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Perugia, Italy, 2004.
LibreCat: /record/15220

Hüllermeier, Eyke, et al. “An Evolutionary Approach to Constraints-Regularized Learning.” Mathware and Soft Computing, vol. 11, no. 2–3, 2004, pp. 109–24.
LibreCat: /record/16185

Weskamp, N., et al. “Efficient Similarity Search in Protein Structure Databases: Improving Clique-Detection through Clique-Hashing.” Bioinformatics, vol. 20, no. 10, 2004, pp. 1522–26.
LibreCat: /record/16186

Hüllermeier, Eyke. “Flexible Constraints for Regularization in Learning from Data.” International Journal of Intelligent Systems, vol. 19, no. 6, 2004, pp. 525–41.
LibreCat: /record/16187