TY - CONF AU - Dembczynski, K. AU - Waegeman, W. AU - Cheng, W. AU - Hüllermeier, Eyke ID - 13194 T2 - In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain TI - An exact algorithm for F-measure maximization ER - TY - CONF AU - Fürnkranz, J. AU - Hüllermeier, Eyke ED - Elomaa, T. ED - Hollmen, J. ED - Mannila, H. ID - 13196 T2 - in Proceedings DS-2011, 14th International Conference on Discovery Science, number 6926 in LNAI TI - Learning from label preferences ER - TY - CONF AU - Fallah Tehrani, A. AU - Cheng, W. AU - Dembczynski, K. AU - Hüllermeier, Eyke ID - 13197 T2 - In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, TI - Learning monotone nonlinear models using the Choquet integral ER - TY - CONF AU - Hüllermeier, Eyke AU - Schlegel, P. ED - Ram, A. ED - Wiratunga, N. ID - 13198 T2 - In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, number 6880 in LNAI TI - Preference-based CBR: First steps toward a methodological framework ER - TY - CONF AU - Kotlowski, W. AU - Dembczynski, K. AU - Hüllermeier, Eyke ID - 13588 T2 - in Proceedings ICML-2011, 28th International Conference on Machine Learning, Washington, USA TI - Bipartite ranking through minimization of univariate loss ER - TY - CHAP AU - Hüllermeier, Eyke AU - Hühn, J. ED - Koronacki, J. ED - Ras, Z.W. ED - Wierzchon, S.T. ED - Kacprzyk, J. ID - 15297 T2 - Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski TI - An Analysis of the FURIA algorithm for fuzzy rule induction VL - 262 ER - TY - CHAP AU - Fürnkranz, J. AU - Hüllermeier, Eyke ED - Fürnkranz, J. ED - Hüllermeier, Eyke ID - 15298 T2 - Preference Learning TI - Preference Learning: An Introduction ER - TY - CONF AU - Fober, T. AU - Mernberger, M. AU - Klebe, G. AU - Hüllermeier, Eyke ID - 15765 T2 - In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany TI - Efficient similarity retrieval for protein binding sites based on histogram comparison ER - TY - CONF AU - Dembczynski, K. AU - Waegeman, W. AU - Cheng, W. AU - Hüllermeier, Eyke ID - 15772 T2 - In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel TI - On label dependence in multi-label classification ER - TY - CONF AU - Fober, T. AU - Hüllermeier, Eyke ID - 15118 T2 - in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain TI - Similarity measures for protein structures based on fuzzy histogram comparison ER -