TY - CONF AU - Labreuche, C. AU - Hüllermeier, Eyke AU - Vojtas, P. AU - Fallah Tehrani, A. ED - Busa-Fekete, R. ED - Hüllermeier, Eyke ED - Mousseau, V. ED - Pfannschmidt, Karlson ID - 15400 T2 - in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany TI - On the identifiability of models in multi-criteria preference learning ER - TY - CONF AU - Schäfer, D. AU - Hüllermeier, Eyke ED - Busa-Fekete, R. ED - Hüllermeier, Eyke ED - Mousseau, V. ED - Pfannschmidt, Karlson ID - 15401 T2 - in Proceedings DA2PL`2016 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany TI - Preference -based reinforcement learning using dyad ranking ER - TY - CONF AU - Couso, Ines AU - Ahmadi Fahandar, Mohsen AU - Hüllermeier, Eyke ED - Busa-Fekete, R. ED - Hüllermeier, Eyke ED - Mousseau, V. ED - Pfannschmidt, Karlson ID - 15402 T2 - in Proceedings DA2PL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany TI - Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators ER - TY - CONF AU - Lu, S. AU - Hüllermeier, Eyke ED - Hüllermeier, Eyke ED - Hoffmann, F. ED - Mikut, R. ID - 15403 T2 - in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany TI - Support vector classification on noisy data using fuzzy superset losses ER - TY - CONF AU - Schäfer, D. AU - Hüllermeier, Eyke ID - 15404 T2 - in Workshop LWDA "Lernen, Wissen, Daten, Analysen" Potsdam, Germany TI - Plackett-Luce networks for dyad ranking ER - TY - CONF AU - Pfannschmidt, Karlson AU - Hüllermeier, Eyke AU - Held, S. AU - Neiger, R. ID - 15111 T2 - In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands TI - Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts ER - TY - JOUR AU - Leinweber, M. AU - Fober, T. AU - Strickert, M. AU - Baumgärtner, L. AU - Klebe, G. AU - Freisleben, B. AU - Hüllermeier, Eyke ID - 16041 IS - 6 JF - IEEE Transactions on Knowledge and Data Engineering TI - CavSimBase: A database for large scale comparison of protein binding sites VL - 28 ER - TY - THES AU - Mohr, Felix ID - 141 TI - Towards Automated Service Composition Under Quality Constraints ER - TY - CHAP AU - Fürnkranz, J. AU - Hüllermeier, Eyke ED - Sammut, C. ED - Webb, G.I. ID - 10214 T2 - Encyclopedia of Machine Learning and Data Mining TI - Preference Learning ER - TY - GEN ED - Hoffmann, F. ED - Hüllermeier, Eyke ED - Mikut, R. ID - 10221 TI - Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany ER - TY - CONF AU - Jasinska, K. AU - Dembczynski, K. AU - Busa-Fekete, Robert AU - Klerx, Timo AU - Hüllermeier, Eyke ED - Balcan, M.F. ED - Weinberger, K.Q. ID - 10222 T2 - Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA TI - Extreme F-measure maximization using sparse probability estimates ER - TY - CONF AU - Melnikov, Vitaly AU - Hüllermeier, Eyke ID - 10223 T2 - European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy TI - Learning to aggregate using uninorms, in Proceedings ECML/PKDD-2016 ER - TY - CONF AU - Dembczynski, K. AU - Kotlowski, W. AU - Waegeman, W. AU - Busa-Fekete, Robert AU - Hüllermeier, Eyke ID - 10224 T2 - In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy TI - Consistency of probalistic classifier trees ER - TY - CONF AU - Shabani, Aulon AU - Paul, Adil AU - Platon, R. AU - Hüllermeier, Eyke ID - 10225 T2 - In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA TI - Predicting the electricity consumption of buildings: An improved CBR approach ER - TY - CONF AU - Pfannschmidt, Karlson AU - Hüllermeier, Eyke AU - Held, S. AU - Neiger, R. ID - 10226 T2 - In Proceedings IPMU 16th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands TI - Evaluating tests in medical diagnosis-Combining machine learning with game-theoretical concepts ER - TY - CONF AU - Labreuche, C. AU - Hüllermeier, Eyke AU - Vojtas, P. AU - Fallah Tehrani, A. ED - Busa-Fekete, Robert ED - Hüllermeier, Eyke ED - Mousseau, V. ED - Pfannschmidt, Karlson ID - 10227 T2 - Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning TI - On the Identifiability of models in multi-criteria preference learning ER - TY - CONF AU - Schäfer, Dirk AU - Hüllermeier, Eyke ED - Busa-Fekete, Robert ED - Hüllermeier, Eyke ED - Mousseau, V. ED - Pfannschmidt, Karlson ID - 10228 T2 - Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning TI - Preference-Based Reinforcement Learning Using Dyad Ranking ER - TY - CONF AU - Couso, Ines AU - Ahmadi Fahandar, Mohsen AU - Hüllermeier, Eyke ED - Busa-Fekete, Robert ED - Hüllermeier, Eyke ED - Mousseau, V. ED - Pfannschmidt, Karlson ID - 10229 T2 - Proceedings DA2PL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning TI - Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators ER - TY - CONF AU - Lu, S. AU - Hüllermeier, Eyke ED - Hoffmann, F. ED - Hüllermeier, Eyke ED - Mikut, R. ID - 10230 T2 - Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing TI - Support vector classification on noisy data using fuzzy supersets losses ER - TY - CONF AU - Schäfer, Dirk AU - Hüllermeier, Eyke ID - 10231 T2 - In Workshop LWDA "Lernen, Wissen, Daten, Analysen" TI - Plackett-Luce networks for dyad ranking ER -