TY - JOUR AU - Senge, Robin AU - Bösner, S. AU - Dembczynski, K. AU - Haasenritter, J. AU - Hirsch, O. AU - Donner-Banzhoff, N. AU - Hüllermeier, Eyke ID - 16082 JF - Information Sciences TI - Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty VL - 255 ER - TY - JOUR AU - Donner-Banzhoff, N. AU - Haasenritter, J. AU - Hüllermeier, Eyke AU - Viniol, A. AU - Bösner, S. AU - Becker, A. ID - 16083 IS - 67 JF - Journal of Clinical Epidemiology TI - The comprehensive diagnostic study is suggested as a design to model the diagnostic process VL - 2 ER - TY - CONF AU - Busa-Fekete, Robert AU - Szörényi, B. AU - Hüllermeier, Eyke ID - 10247 T2 - Proceedings AAAI 2014, Quebec, Canada TI - PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences ER - TY - CONF AU - Busa-Fekete, Robert AU - Hüllermeier, Eyke ID - 10248 T2 - Proceedings Int. Conf. on Algorithmic Learning Theory (ALT), Bled, Slovenia TI - A Survey of Preference-Based Online Learning with Bandit Algorithms ER - TY - CONF AU - Henzgen, Sascha AU - Hüllermeier, Eyke ID - 10249 T2 - Proceedings Discovery Science, Bled,Slovenia TI - Mining Rank Data ER - TY - CONF AU - Fallah Tehrani, A. AU - Strickert, M. AU - Hüllermeier, Eyke ID - 10250 T2 - Proceedings ESANN , Bruges, Belgium TI - The Choquet kernel for monotone data ER - TY - CONF AU - Abdel-Aziz, A. AU - Strickert, M. AU - Hüllermeier, Eyke ID - 10251 T2 - Proceedings Int. Conf. Case-Based Reasoning (ICCBR), Cork, Ireland TI - Learning Solution Similarity in Preference-Based CBR ER - TY - CONF AU - Schäfer, Dirk AU - Hüllermeier, Eyke ID - 10253 T2 - Proceedings Lernen-Wissensentdeckung-Adaptivität (LWA), Aachen, Germany TI - Dyad Ranking Using A Bilinear Plackett-Luce Model ER - TY - CONF AU - Calders, T. AU - Esposito, F. AU - Hüllermeier, Eyke AU - Meo, R. ID - 10254 T2 - Proceedings, Parts I-III. Lecture Notes in Computer Science TI - Machine Learning and Knowledge Discovery in Databases-European Conf. ECML/PKDD, Nancy, France ER - TY - CONF AU - Fürnkranz, J. AU - Hüllermeier, Eyke AU - Rudin, Cynthia AU - Slowinski, Roman AU - Sanner, Scott ID - 10295 IS - 3 TI - Preference Learning (Dagstuhl Seminar 14101) Dagstuhl Reports VL - 4 ER - TY - JOUR AU - Shaker, Ammar AU - Hüllermeier, Eyke ID - 10296 IS - 1 JF - Applied Mathematics and Computer Science TI - Survival analysis on data streams: Analyzing temporal events in dynamically changing environments VL - 24 ER - TY - JOUR AU - Hoffmann, F. AU - Hüllermeier, Eyke AU - Kroll, A. ID - 10297 IS - 10 JF - Computational Intelligence Automatisierungstechnik TI - Ausgewählte Beiträge des GMA-Fachausschusses 5.14 VL - 62 ER - TY - JOUR AU - Calders, T. AU - Esposito, F. AU - Hüllermeier, Eyke AU - Meo, R. ID - 10298 IS - 5-6 JF - Data Min. Knowledge Discovery TI - Guest editors`introduction:special issue of the ECML/PKDD 2014 journal track VL - 28 ER - TY - JOUR AU - Henzgen, Sascha AU - Strickert, M. AU - Hüllermeier, Eyke ID - 10299 IS - 3 JF - Evolving Systems TI - Visualization of evolving fuzzy rule-based systems VL - 5 ER - TY - JOUR AU - Hüllermeier, Eyke ID - 10308 IS - 7 JF - Int. J. Approx. Reasoning TI - Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization VL - 55 ER - TY - JOUR AU - Hüllermeier, Eyke ID - 10309 IS - 7 JF - Int. J. Approx. Reasoning TI - Rejoinder on "Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization VL - 55 ER - TY - JOUR AU - Strickert, M. AU - Bunte, K. AU - Schleif, F.- M. AU - Hüllermeier, Eyke ID - 10310 JF - Neurocomputing TI - Correlation-based embedding of pairwise score data VL - 141 ER - TY - JOUR AU - Senge, Robin AU - Bösner, S. AU - Dembczynski, K. AU - Haasenritter, J. AU - Hirsch, O. AU - Donner-Banzhoff, N. AU - Hüllermeier, Eyke ID - 10311 JF - Information Sciences TI - Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty VL - 255 ER - TY - JOUR AU - Mernberger, M. AU - Moog, M. AU - Stork, S. AU - Zauner, S. AU - Maier, U.G. AU - Hüllermeier, Eyke ID - 10312 IS - 1 JF - J. Bioinformatics and Computational Biology TI - Protein Sub-Cellular Localization Prediction for Special compartments via Optimized Time Series Distances VL - 12 ER - TY - JOUR AU - Calders, T. AU - Esposito, F. AU - Hüllermeier, Eyke AU - Meo, R. ID - 10313 IS - 1-2 JF - Machine Learning TI - Guest editors`introduction:special issue of the ECML/PKDD 2014 journal track VL - 97 ER -