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 -