TY - CONF AU - Senge, Robin AU - Hüllermeier, Eyke ID - 15119 T2 - in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain TI - Pattern trees for regression and fuzzy systems modeling ER - TY - JOUR AU - Pfeffer, P. AU - Fober, T. AU - Hüllermeier, Eyke AU - Klebe, G. ID - 16121 IS - 9 JF - Journal of Chemical Information and Modeling TI - GARLig: A fully automated tool for subset selection of large fragment spaces via a self-adaptive genetic algorithm VL - 50 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Vanderlooy, S. ID - 16151 IS - 1 JF - Pattern Recognition TI - Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting VL - 43 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Fürnkranz, J. ID - 16152 IS - 1 JF - Journal of Computer and System Sciences TI - On predictive accuracy and risk minimization in pairwise label ranking VL - 76 ER - TY - CONF AU - Dembczynski, K. AU - Cheng, W. AU - Hüllermeier, Eyke ED - Fürnkranz, J. ED - Joachims, T. ID - 13589 T2 - in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel TI - Bayes optimal multilabel classification via probalistic classifier chains ER - TY - CONF AU - Cheng, W. AU - Dembczynski, K. AU - Hüllermeier, Eyke ED - Fürnkranz, J. ED - Joachims, T. ID - 13590 T2 - in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel TI - Label ranking based on the Plackett-Luce model ER - TY - CONF AU - Cheng, W. AU - Dembczynski, K. AU - Hüllermeier, Eyke ED - Fürnkranz, J. ED - Joachims, T. ID - 13591 T2 - in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel TI - Graded multi-label classification: The ordinal case ER - TY - CONF AU - Dembczynski, K. AU - Waegeman, W. AU - Cheng, W. AU - Hüllermeier, Eyke ID - 13593 T2 - In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain TI - Regret analysis for performance metrics in multi-label classification: The case of Hamming and subset zero-one loss ER - TY - CONF AU - Cheng, W. AU - Rademaker, M. AU - De Beats, B. AU - Hüllermeier, Eyke ID - 13594 T2 - In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain TI - Predicting partial orders: Ranking with abstention ER - TY - CONF AU - Hüllermeier, Eyke ID - 13597 IS - LNCS T2 - in Proceedings SUM 2010, International Conference on Scalable Uncertainty Management TI - Uncertainty in clustering and classification VL - 6379 ER - TY - CONF AU - Cheng, W. AU - Hüllermeier, Eyke ID - 15773 T2 - In Proceedings MLD-2009 1st International Workshop on Learning from Multi-Label Data, Bled, Slovenia TI - A simple instance-based approach to multilabel classification using the Mallows model ER - TY - CONF AU - Senge, Robin AU - Hüllermeier, Eyke ED - Hoffmann, F. ED - Hüllermeier, Eyke ID - 15774 T2 - in Proceedings 19th Workshop Computational Intelligence, Dortmund Germany TI - Learning pattern tree classifiers using a co-evolutionary algorithm ER - TY - CONF AU - Fober, T. AU - Mernberger, M. AU - Moritz, R. AU - Hüllermeier, Eyke ED - Grosse, I. ED - Neumann, S. ED - Posch, S. ED - Schreiber, F. ED - Stadler, P.. ID - 15775 T2 - In Proceedings GCB-2009 German Conference on Bioinformatics Halle (Saale), Germany TI - Graph-kernels for the comparative analysis of protein active sites ER - TY - CONF AU - Senge, Robin AU - Hüllermeier, Eyke ID - 15776 T2 - In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany TI - Learning pattern tree classifiers using a co-evolutionary algorithm ER - TY - CONF AU - Fober, T. AU - Mernberger, M. AU - Melnikov, Vitaly AU - Moritz, R. AU - Hüllermeier, Eyke ID - 15778 T2 - In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Darmstadt, Germany TI - Extension and empirical comparison of graph-kernels for the analysis of protein active sites ER - TY - CONF AU - Fober, T. AU - Klebe, G. AU - Hüllermeier, Eyke ID - 15120 T2 - in Proceedings ISDA-2009, 9th international Conference on Intelligent Systems Design and Applications, Pisa, Italy TI - Efficient construction of multiple geometrical alignments for the comparison of protein binding sites ER - TY - CONF AU - Boukhris, I. AU - Elouedi, Z. AU - Fober, T. AU - Mernberger, M. AU - Hüllermeier, Eyke ID - 15194 T2 - In Proceedings IDA-2009, 9th International Symposium on Intelligent Data Analysis, Pisa / Italy TI - Similarity analysis of protein binding sites: A generalization of the maximum common subgraph measure based on quasi-clique detection ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke ID - 15195 T2 - in Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal TI - Fuzzy modeling of labeled point cloud superposition for the comparison of protein binding sites ER - TY - CONF AU - Hüllermeier, Eyke AU - Rifqi, M. ID - 15196 T2 - in Proceedings IFSA / EUSFLAT-2009 World Congress of the Fuzzy Systems Association, Lissabon, Portugal TI - A fuzzy variant of the Rand index for comparing clustering structures ER - TY - JOUR AU - Weskamp, N. AU - Hüllermeier, Eyke AU - Klebe, G. ID - 16154 IS - 2 JF - Proteins TI - Merging chemical and biological space: Structural mapping of enzyme binding pocket space VL - 76 ER - TY - JOUR AU - Hühn, J. AU - Hüllermeier, Eyke ID - 16158 JF - Data Mining and Knowledge Discovery TI - FURIA: An Algorithm for unordered fuzzy rule induction VL - 19 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Vanderlooy, S. ID - 16159 IS - 6 JF - IEEE Transactions on Fuzzy Systems TI - Why fuzzy decision trees are good rankers VL - 17 ER - TY - JOUR AU - Yi, Y. AU - Fober, T. AU - Hüllermeier, Eyke ID - 16161 IS - 4 JF - International Journal of Computational Intelligence and Applications TI - Fuzzy operator trees for modeling rating functions VL - 8 ER - TY - JOUR AU - Fober, T. AU - Mernberger, M. AU - Klebe, G. AU - Hüllermeier, Eyke ID - 16162 IS - 16 JF - Bioinformatics TI - Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules VL - 25 ER - TY - JOUR AU - Hühn, J. AU - Hüllermeier, Eyke ID - 16163 IS - 1 JF - IEEE Transactions on Fuzzy Systems TI - FR3: A fuzzy rule learner for inducing reliable classifiers VL - 17 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Vladimirskiy, I. AU - Prados Suarez, B. AU - Stauch, E. ID - 16165 IS - 09 JF - Künstliche Intelligenz TI - Supporting case-based retrieval by similarity skylines: Basic concepts and extensions VL - 1 ER - TY - CHAP AU - Hüllermeier, Eyke ED - Seising, R. ID - 10188 T2 - Views on Fuzzy Sets and Systems from Different Perspectives: Philosophy and Logic, Criticisms and Applications TI - On the usefulness of fuzzy sets in data mining ER - TY - CONF AU - Cheng, W. AU - Hühn, J. AU - Hüllermeier, Eyke ID - 13595 T2 - in Proceedings ICML-2009, 26th International Conference on Machine Learning, Montreal, Canada TI - Decision tree and instance-based learning for label ranking ER - TY - CONF AU - Fürnkranz, J. AU - Hüllermeier, Eyke AU - Vanderlooy, S. ID - 13596 T2 - In Proceedings ECML/PKDD-2009, European Conference on Machine Learning and Principles and Knowledge Discovery in Databases, Bled Sloveniaery in Databases, Bled, Slovenia TI - Binary decomposition methods for multipartite ranking ER - TY - CONF AU - Cheng, W. AU - Hüllermeier, Eyke ID - 13598 IS - LNCS 5551 T2 - in Proceedings 6th International Symposium on Neural Networks, Wuhan, China TI - A new instance-based label ranking approach using the Mallows model. In Advances in Neural Networks ER - TY - CONF AU - Hüllermeier, Eyke AU - Vanderlooy, S. ID - 15779 T2 - In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany TI - Weighted voting as approximate MAP prediction in pairwise classification ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke AU - Mernberger, M. ID - 15780 T2 - In Proceedings Workshop LWA-2008, Lernen-Wissensentdeckung-Adaptivität, Würzburg, Germany TI - Evolutionary construction of multiple graph alignments for mining structured biomolecular data ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke AU - Mernberger, M. ED - Beyer, A. ED - Schroeder, M. ID - 15781 T2 - iIn Proceedings GCB-2008, Germany Conference on Bioinformatics, Dresden 2008 TI - Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules ER - TY - JOUR AU - Hühn, J. AU - Hüllermeier, Eyke ID - 16164 IS - 1 JF - International Journal of Data Mining, Modeling and Management TI - Is an ordinal class structure useful in classifier learning? VL - 1 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Fürnkranz, J. AU - Cheng, W. AU - Brinker, K. ID - 16166 JF - Artificial Intelligence TI - Label ranking by learning pairwise preferences VL - 172 ER - TY - JOUR AU - Vanderlooy, S. AU - Hüllermeier, Eyke ID - 16167 JF - Machine Learning TI - A critical analysis of variants of the AUC VL - 72 ER - TY - JOUR AU - Fürnkranz, J. AU - Hüllermeier, Eyke AU - Mencia, E. AU - Brinker, K. ID - 16168 IS - 2 JF - Machine Learning TI - Multilabel classification via calibrated label ranking VL - 73 ER - TY - JOUR AU - Hüllermeier, Eyke AU - Brinker, K. ID - 16169 IS - 18 JF - Fuzzy Sets and Systems TI - Learning valued preference structures for solving classification problems VL - 159 ER - TY - JOUR AU - Beringer, J. AU - Hüllermeier, Eyke ID - 16184 IS - 10 JF - International Journal of Intelligent Systems TI - Case-based learning in a bipolar possibilistic framework VL - 23 ER - TY - CHAP AU - Hüllermeier, Eyke ED - Pedrycz, W. ED - Skowron, A. ED - Kreinovich, V. ID - 16225 T2 - Handbook on Granular Computing TI - Granular computing in machine learning and data mining ER - TY - CHAP AU - Hüllermeier, Eyke ID - 10154 T2 - Encyclopedia of Data Warehousing and Mining - Second Edition TI - Fuzzy methods in data mining ER - TY - CHAP AU - Hüllermeier, Eyke AU - Fürnkranz, J. ED - Della Riccia, G. ED - Dubois, D. ED - Kruse, R. ED - Lenz, H.J. ID - 10185 T2 - Preferences and Similarities TI - Learning preference models from data: On the problem of label ranking and its variants ER - TY - CONF AU - Hüllermeier, Eyke AU - Vladimirskiy, I. AU - Prados Suarez, B. AU - Stauch, E. ED - Althoff, K.D. ED - Bergmann, R. ED - Minor, M. ED - Hanft, A. ID - 13599 IS - LNAI 5239 T2 - in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany TI - Supporting case-based retrieval by similarity skylines: Basic concepts and extensions ER - TY - CONF AU - Cheng, W. AU - Hüllermeier, Eyke ED - Althoff, K.D. ED - Bergmann, R. ED - Minor, M. ED - Hanft, A. ID - 13600 IS - LNAI 5239 T2 - in Proceedings ECCBR-2008 9th European Conference on Case-Based Reasoning, Trier, Germany TI - Learning similarity functions from qualitative feedback ER - TY - CONF AU - Cheng, W. AU - Hüllermeier, Eyke AU - Seeger, B. AU - Vladimirskiy, I. ID - 15782 T2 - In Proceedings Workshop LWA-2007, Lernen-Wissensentdeckung-Adaptivität, Halle/Saale, Germany TI - Interactive ranking of skylines using machine learning techniques ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke AU - Mernberger, M. ED - Mikut, R. ED - Reischl, M. ID - 15783 T2 - in Proceedings 17th Workshop Computational Intelligence, Dortmund Germany TI - Evolutionary construction of multiple graph alignments for the structural analysis of biomolecules ER - TY - CONF AU - Vladimirskiy, I. AU - Hüllermeier, Eyke AU - Stauch, E. ED - Wilson, D.C. ED - Khemani, D. ID - 15784 T2 - In Workshop Proceedings from ICCBR-2007 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland TI - Similarity search over uncertain archaeological data using a modified skyline operator ER - TY - CONF AU - Hüllermeier, Eyke AU - Fürnkranz, J. ID - 14832 T2 - In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland, September 2007 TI - On minimizing the position error in label ranking ER - TY - CONF AU - Brinker, K. AU - Hüllermeier, Eyke ED - Richter, M. ED - Weber, R. ID - 14833 T2 - In Proceedings ICCBR-2007, 7th International Conference on Case-Based Reasoning, Belfast, Northern Ireland TI - Label ranking in case-based reasoning VL - 4626 ER - TY - CONF AU - Beringer, J. AU - Hüllermeier, Eyke ED - Perner, P. ID - 14834 T2 - In Proceedings ICDM-2007, International Conference on Industrial Data Mining, Leipzig TI - Efficient instance-based learning on data streams ER -