@inproceedingsMelnikov_Hüllermeier_2017, title=Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics, booktitle=Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2017, pages=1–12 

@inproceedingsShaker_Heldt_Hüllermeier_2017, title=Learning TSK Fuzzy Rules from Data Streams, booktitle=Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia, author=Shaker, Ammar and Heldt, W. and Hüllermeier, Eyke, year=2017 

@articleBräuning_Hüllermeier_Keller_Glaum_2017, title=Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application  in accounting, volume=258, number=1, journal=European Journal of Operational Research, author=Bräuning, M. and Hüllermeier, Eyke and Keller, T. and Glaum, M., year=2017, pages=295–306 

@articlePlatenius_Shaker_Becker_Hüllermeier_Schäfer_2017, title=Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic, volume=43, number=8, journal=IEEE Transactions on Software Engineering, author=Platenius, M.-C. and Shaker, Ammar and Becker, M. and Hüllermeier, Eyke and Schäfer, W., year=2017, pages=739–759 

@articleHüllermeier_2017, title=From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection, number=abs/1712.00646, journal=The Computing Research Repository  (CoRR), author=Hüllermeier, Eyke, year=2017 

@articleRamaswamy_Bhatnagar_2016, title=Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem, volume=88, number=8, journal=Stochastics, publisher=Taylor \'26; Francis, author=Ramaswamy, Arunselvan and Bhatnagar, Shalabh, year=2016, pages=1173–1187 

@articleMelnikov_Hüllermeier_Kaimann_Frick_Gupta_2016, title=Pairwise versus Pointwise Ranking: A Case Study, volume=25, DOI=10.4467/20838476si.16.006.6187, journal=Schedae Informaticae, publisher=Uniwersytet Jagiellonski - Wydawnictwo Uniwersytetu Jagiellonskiego, author=Melnikov, Vitalik and Hüllermeier, Eyke and Kaimann, Daniel and Frick, Bernd10.4467/20838476si.16.006.6187__and Gupta,10.4467/20838476si.16.006.6187__Pritha , year=2016 

@articlePlatenius_Shaker_Becker_Hüllermeier_Schäfer_2016, title=Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic, DOI=10.1109/TSE.2016.2632115, number=8, journal=IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017, publisher=IEEE, author=Platenius, Marie Christin and Shaker, Ammar and Becker, Matthias and Hüllermeier, Eyke and Schäfer, Wilhelm, year=2016, pages=739–759 

@inproceedingsMelnikov_Hüllermeier_2016, series=LNCS, title=Learning to Aggregate Using Uninorms, DOI=10.1007/978-3-319-46227-1_47, booktitle=Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2016, pages=756–771, collection=LNCS 

@inbookFürnkranz_Hüllermeier_2016, title=Preference Learning, booktitle=Encyclopedia of Machine Learning and Data Mining, publisher=Springer, author=Fürnkranz, J. and Hüllermeier, Eyke, editor=Sammut, C. and Webb, G.I.Editors, year=2016 

@inproceedingsLabreuche_Hüllermeier_Vojtas_Fallah Tehrani_2016, title=On the identifiability of models  in multi-criteria preference learning, booktitle=in Proceedings DPL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, author=Labreuche, C. and Hüllermeier, Eyke and Vojtas, P. and Fallah Tehrani, A., editor=Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 

@inproceedingsSchäfer_Hüllermeier_2016, title=Preference -based reinforcement learning using dyad ranking, booktitle=in Proceedings DPL16 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany, author=Schäfer, D. and Hüllermeier, Eyke, editor=Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 

@inproceedingsCouso_Ahmadi Fahandar_Hüllermeier_2016, title=Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators, booktitle=in Proceedings DPL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, author=Couso, Ines and Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke, editor=Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 

@inproceedingsLu_Hüllermeier_2016, title=Support vector classification on noisy data using fuzzy superset losses, booktitle=in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, publisher=KIT Scientific Publishing, author=Lu, S. and Hüllermeier, Eyke, editor=Hüllermeier, Eyke and Hoffmann, F. and Mikut, R.Editors, year=2016, pages=1–8 

@inproceedingsSchäfer_Hüllermeier_2016, title=Plackett-Luce networks for dyad ranking, booktitle=in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany, author=Schäfer, D. and Hüllermeier, Eyke, year=2016 

@inproceedingsPfannschmidt_Hüllermeier_Held_Neiger_2016, title=Evaluating tests in medical  diagnosis-Combining machine learning with game-theoretical concepts, booktitle=In Proceedings IPMU 16th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, publisher=Springer, author=Pfannschmidt, Karlson and Hüllermeier, Eyke and Held, S. and Neiger, R., year=2016, pages=450–461 

@articleLeinweber_Fober_Strickert_Baumgärtner_Klebe_Freisleben_Hüllermeier_2016, title=CavSimBase: A database for large scale comparison of protein binding sites, volume=28, number=6, journal=IEEE Transactions on Knowledge and Data Engineering, author=Leinweber, M. and Fober, T. and Strickert, M. and Baumgärtner, L. and Klebe, G. and Freisleben, B. and Hüllermeier, Eyke, year=2016, pages=1423–1434 

@bookMohr_2016, title=Towards Automated Service Composition Under Quality Constraints, DOI=10.17619/UNIPB/1-171, publisher=Universität Paderborn, author=Mohr, Felix, year=2016 

@inbookFürnkranz_Hüllermeier_2016, title=Preference Learning, booktitle=Encyclopedia of Machine Learning and Data Mining, publisher=Springer, author=Fürnkranz, J. and Hüllermeier, Eyke, editor=Sammut, C. and Webb, G.I.Editors, year=2016 

@bookHoffmann_Hüllermeier_Mikut_2016, title= Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany, year=2016