@article{10324,
  author       = {{Senge, Robin and Hüllermeier, Eyke}},
  journal      = {{IEEE Transactions on Fuzzy Systems}},
  number       = {{6}},
  pages        = {{2024--2033}},
  title        = {{{Fast Fuzzy Pattern Tree Learning of Classification}}},
  volume       = {{23}},
  year         = {{2015}},
}

@article{16046,
  author       = {{Agarwal, M. and Fallah Tehrani, A. and Hüllermeier, Eyke}},
  journal      = {{Journal of Multi-Criteria Decision Analysis}},
  number       = {{3-4}},
  title        = {{{Preference-based learning of ideal solutions in TOPSIS-like decision models}}},
  volume       = {{22}},
  year         = {{2014}},
}

@article{16060,
  author       = {{Krotzky, T. and Fober, T. and Hüllermeier, Eyke and Klebe, G.}},
  journal      = {{IEEE/ACM Transactions of Computational Biology and Bioinformatics}},
  number       = {{5}},
  pages        = {{878--890}},
  title        = {{{Extended graph-based models for enhanced similarity search in Cabase}}},
  volume       = {{11}},
  year         = {{2014}},
}

@article{16064,
  author       = {{Hüllermeier, Eyke}},
  journal      = {{International Journal of Approximate Reasoning}},
  number       = {{7}},
  pages        = {{1519--1534}},
  title        = {{{Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization}}},
  volume       = {{55}},
  year         = {{2014}},
}

@article{16069,
  author       = {{Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke}},
  journal      = {{Evolving Systems}},
  pages        = {{175--191}},
  title        = {{{Visualization of evolving fuzzy-rule-based systems}}},
  volume       = {{5}},
  year         = {{2014}},
}

@article{16077,
  author       = {{Busa-Fekete, Robert and Szörenyi, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke}},
  journal      = {{Machine Learning}},
  number       = {{3}},
  pages        = {{327--351}},
  title        = {{{Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm.}}},
  volume       = {{97}},
  year         = {{2014}},
}

@article{16078,
  author       = {{Krempl, G. and Zliobaite, I. and Brzezinski, D. and Hüllermeier, Eyke and Last, M. and Lemaire, V. and Noack, T. and Shaker, A. and Sievi, S. and Spiliopoulou, M. and Stefanowski, J.}},
  journal      = {{SIGKDD Explorations}},
  number       = {{1}},
  pages        = {{1--10}},
  title        = {{{Open challenges for data stream mining research}}},
  volume       = {{16}},
  year         = {{2014}},
}

@article{16079,
  author       = {{Strickert, M. and Bunte, K. and Schleif, F.M. and Hüllermeier, Eyke}},
  journal      = {{Neurocomputing}},
  pages        = {{97--109}},
  title        = {{{Correlation-based embedding of pairwise score data}}},
  volume       = {{141}},
  year         = {{2014}},
}

@article{16080,
  author       = {{Shaker, Ammar and Hüllermeier, Eyke}},
  journal      = {{International Journal of Applied Mathematics and Computer Science}},
  number       = {{1}},
  pages        = {{199--212}},
  title        = {{{Survival analysis on data streams: Analyzing temporal events in dynamically changing environments}}},
  volume       = {{24}},
  year         = {{2014}},
}

@article{16082,
  author       = {{Senge, Robin and Bösner, S. and Dembczynski, K. and Haasenritter, J. and Hirsch, O. and Donner-Banzhoff, N. and Hüllermeier, Eyke}},
  journal      = {{Information Sciences}},
  pages        = {{16--29}},
  title        = {{{Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty}}},
  volume       = {{255}},
  year         = {{2014}},
}

@article{16083,
  author       = {{Donner-Banzhoff, N. and Haasenritter, J. and Hüllermeier, Eyke and Viniol, A. and Bösner, S. and Becker, A.}},
  journal      = {{Journal of Clinical Epidemiology}},
  number       = {{67}},
  pages        = {{124--132}},
  title        = {{{The comprehensive diagnostic study is suggested as a design to model the diagnostic process}}},
  volume       = {{2}},
  year         = {{2014}},
}

@inproceedings{10247,
  author       = {{Busa-Fekete, Robert and Szörényi, B. and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings AAAI 2014, Quebec, Canada}},
  pages        = {{1701--1707}},
  title        = {{{PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences}}},
  year         = {{2014}},
}

@inproceedings{10248,
  author       = {{Busa-Fekete, Robert and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings Int. Conf. on Algorithmic Learning Theory (ALT), Bled, Slovenia}},
  pages        = {{18--39}},
  title        = {{{A Survey of Preference-Based Online Learning with Bandit Algorithms}}},
  year         = {{2014}},
}

@inproceedings{10249,
  author       = {{Henzgen, Sascha and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings Discovery Science, Bled,Slovenia }},
  pages        = {{123--134}},
  title        = {{{Mining Rank Data}}},
  year         = {{2014}},
}

@inproceedings{10250,
  author       = {{Fallah Tehrani, A. and Strickert, M. and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings ESANN , Bruges, Belgium}},
  title        = {{{The Choquet kernel for monotone data}}},
  year         = {{2014}},
}

@inproceedings{10251,
  author       = {{Abdel-Aziz, A. and Strickert, M. and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings Int. Conf. Case-Based Reasoning (ICCBR), Cork, Ireland}},
  pages        = {{17--31}},
  title        = {{{Learning Solution Similarity in Preference-Based CBR}}},
  year         = {{2014}},
}

@inproceedings{10253,
  author       = {{Schäfer, Dirk and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings Lernen-Wissensentdeckung-Adaptivität (LWA), Aachen, Germany}},
  pages        = {{32--33}},
  title        = {{{Dyad Ranking Using A Bilinear Plackett-Luce Model}}},
  year         = {{2014}},
}

@inproceedings{10254,
  author       = {{Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R.}},
  booktitle    = {{Proceedings, Parts I-III. Lecture Notes in Computer Science}},
  pages        = {{8724--8726}},
  publisher    = {{Springer}},
  title        = {{{Machine Learning and Knowledge Discovery in Databases-European Conf. ECML/PKDD, Nancy, France}}},
  year         = {{2014}},
}

@inproceedings{10295,
  author       = {{Fürnkranz, J. and Hüllermeier, Eyke and Rudin, Cynthia and Slowinski, Roman and Sanner, Scott}},
  number       = {{3}},
  pages        = {{1--27}},
  title        = {{{Preference Learning (Dagstuhl Seminar 14101) Dagstuhl Reports}}},
  volume       = {{4}},
  year         = {{2014}},
}

@article{10296,
  author       = {{Shaker, Ammar and Hüllermeier, Eyke}},
  journal      = {{Applied Mathematics and Computer Science}},
  number       = {{1}},
  pages        = {{199--212}},
  title        = {{{Survival analysis on data streams: Analyzing temporal events in dynamically changing environments}}},
  volume       = {{24}},
  year         = {{2014}},
}