@inproceedings{15750,
  author       = {{Ewerth, R. and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany}},
  editor       = {{Hoffmann, F. and Hüllermeier, Eyke}},
  pages        = {{235--240}},
  publisher    = {{KIT Scientific Publishing}},
  title        = {{{Depth estimation in monocular images: Quantitative versus qualitative approaches}}},
  year         = {{2015}},
}

@inproceedings{15751,
  author       = {{Lu, S. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany}},
  editor       = {{Hoffmann, F. and Hüllermeier, Eyke}},
  pages        = {{97--104}},
  publisher    = {{KIT Scientific Publishing}},
  title        = {{{Locally weighted regression through data imprecisiation}}},
  year         = {{2015}},
}

@article{16049,
  author       = {{Senge, Robin and Hüllermeier, Eyke}},
  journal      = {{IEEE Transactions on Fuzzy Systems}},
  number       = {{6}},
  pages        = {{2024--2033}},
  title        = {{{Fast fuzzy pattern tree learning for classification }}},
  volume       = {{23}},
  year         = {{2015}},
}

@article{16051,
  author       = {{Hüllermeier, Eyke}},
  journal      = {{Informatik Spektrum}},
  number       = {{6}},
  pages        = {{500--509}},
  title        = {{{From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions}}},
  volume       = {{38}},
  year         = {{2015}},
}

@article{16053,
  author       = {{Hüllermeier, Eyke}},
  journal      = {{Fuzzy Sets and Systems}},
  pages        = {{292--299}},
  title        = {{{Does machine learning need fuzzy logic?}}},
  volume       = {{281}},
  year         = {{2015}},
}

@article{16058,
  author       = {{Waegeman, W. and Dembczynski, K. and Jachnik, A. and Cheng, W. and Hüllermeier, Eyke}},
  journal      = {{Journal of Machine Learning Research}},
  pages        = {{3313--3368}},
  title        = {{{On the Bayes-optimality of F-measure maximizers}}},
  volume       = {{15}},
  year         = {{2015}},
}

@article{16067,
  author       = {{Shaker, A. and Hüllermeier, Eyke}},
  journal      = {{Neurocomputing}},
  pages        = {{250--264}},
  title        = {{{Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study}}},
  volume       = {{150}},
  year         = {{2015}},
}

@inproceedings{10234,
  author       = {{Hüllermeier, Eyke and Minor, M.}},
  booktitle    = {{in Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343}},
  publisher    = {{Springer}},
  title        = {{{Case-Based Reasoning Research and Development }}},
  year         = {{2015}},
}

@inproceedings{10235,
  author       = {{Hoffmann, F. and Hüllermeier, Eyke}},
  title        = {{{Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing}}},
  year         = {{2015}},
}

@inproceedings{10236,
  author       = {{Abdel-Aziz, A. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015)}},
  pages        = {{1--14}},
  title        = {{{Case Base Maintenance in Preference-Based CBR}}},
  year         = {{2015}},
}

@inproceedings{10237,
  author       = {{Szörényi, B. and Busa-Fekete, Robert and Weng, P. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings International Conference on Machine Learning (ICML 2015)}},
  pages        = {{1660--1668}},
  title        = {{{Qualitative Multi-Armed Bandits: A Quantile-Based Approach}}},
  year         = {{2015}},
}

@inproceedings{10238,
  author       = {{Schäfer, Dirk and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}},
  pages        = {{227--242}},
  title        = {{{Dyad Ranking Using A Bilinear Plackett-Luce Model}}},
  year         = {{2015}},
}

@inproceedings{10239,
  author       = {{Hüllermeier, Eyke and Cheng, W.}},
  booktitle    = {{in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}},
  pages        = {{260--275}},
  title        = {{{Superset Learning Based on Generalized Loss Minimization }}},
  year         = {{2015}},
}

@inproceedings{10240,
  author       = {{Henzgen, Sascha and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD)}},
  pages        = {{422--437}},
  title        = {{{Weighted Rank Correlation : A Flexible Approach Based on Fuzzy Order Relations}}},
  year         = {{2015}},
}

@inproceedings{10241,
  author       = {{Szörényi, B. and Busa-Fekete, Robert and Paul, Adil and Hüllermeier, Eyke}},
  booktitle    = {{in Advances in Neural Information Processing Systems 28 (NIPS 2015)}},
  pages        = {{604--612}},
  title        = {{{Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach}}},
  year         = {{2015}},
}

@inproceedings{10242,
  author       = {{Szörényi, B. and Busa-Fekete, Robert and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{in Advances in Neural Information Processing Systems 28 (NIPS 2015)}},
  pages        = {{595--603}},
  title        = {{{Online F-Measure Optimization}}},
  year         = {{2015}},
}

@inproceedings{10243,
  author       = {{El Mesaoudi-Paul, Adil and Hüllermeier, Eyke}},
  booktitle    = {{in Workshop Proc. 23rd International Conference on Case-Based Reasoning (ICCBR 2015)}},
  pages        = {{68--77}},
  title        = {{{A CBR Approach to the Angry Birds Game}}},
  year         = {{2015}},
}

@inproceedings{10244,
  author       = {{Schäfer, Dirk and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel@PKDD/ECML)}},
  pages        = {{110--111}},
  title        = {{{Preference-Based Meta- Learning Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations}}},
  year         = {{2015}},
}

@inproceedings{10245,
  author       = {{Lu, S. and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings 25. Workshop Computational Intelligence}},
  pages        = {{97--104}},
  title        = {{{Locally weighted regression through data imprecisiation}}},
  year         = {{2015}},
}

@inproceedings{10246,
  author       = {{Ewerth, Ralph and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings 25. Workshop Computational Intelligence}},
  pages        = {{235--240}},
  title        = {{{Depth estimation in monocular images: Quantitative versus qualitative approaches}}},
  year         = {{2015}},
}