@inproceedings{13194,
  author       = {{Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings NIPS-2011, 25th Annual Conference on Neural Information Processing Systems, Granada, Spain}},
  title        = {{{An exact algorithm for F-measure maximization}}},
  year         = {{2011}},
}

@inproceedings{13196,
  author       = {{Fürnkranz, J. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings DS-2011, 14th International  Conference on Discovery Science, number 6926 in LNAI}},
  editor       = {{Elomaa, T. and Hollmen, J. and Mannila, H.}},
  pages        = {{2--17}},
  publisher    = {{Springer}},
  title        = {{{Learning from label preferences}}},
  year         = {{2011}},
}

@inproceedings{13197,
  author       = {{Fallah Tehrani, A. and Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece,}},
  title        = {{{Learning  monotone nonlinear models using the Choquet integral}}},
  year         = {{2011}},
}

@inproceedings{13198,
  author       = {{Hüllermeier, Eyke and Schlegel, P.}},
  booktitle    = {{In Proceedings ICCBR-2011, 19th International Conference on Case-Based Reasoning, number 6880 in LNAI}},
  editor       = {{Ram, A. and Wiratunga, N.}},
  pages        = {{77--91}},
  publisher    = {{Springer}},
  title        = {{{Preference-based CBR: First steps toward a methodological framework}}},
  year         = {{2011}},
}

@inproceedings{13588,
  author       = {{Kotlowski, W. and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings ICML-2011, 28th International Conference on Machine Learning, Washington, USA}},
  title        = {{{Bipartite ranking through minimization of univariate loss}}},
  year         = {{2011}},
}

@inbook{15297,
  author       = {{Hüllermeier, Eyke and Hühn, J.}},
  booktitle    = {{Advances in Machine Learning I: Dedicated to the Memory of Professor Ryszard S.Michalski}},
  editor       = {{Koronacki, J. and Ras, Z.W. and Wierzchon, S.T. and Kacprzyk, J.}},
  pages        = {{321--344}},
  publisher    = {{Springer}},
  title        = {{{An Analysis of the FURIA algorithm for fuzzy rule induction}}},
  volume       = {{262}},
  year         = {{2010}},
}

@inbook{15298,
  author       = {{Fürnkranz, J. and Hüllermeier, Eyke}},
  booktitle    = {{Preference Learning}},
  editor       = {{Fürnkranz, J. and Hüllermeier, Eyke}},
  pages        = {{1--18}},
  publisher    = {{Springer}},
  title        = {{{Preference Learning: An Introduction}}},
  year         = {{2010}},
}

@inproceedings{15765,
  author       = {{Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings GCB-2010 German Conference on Bioinformatics Braunschweig, Germany}},
  pages        = {{51--60}},
  title        = {{{Efficient similarity retrieval for protein binding sites based on histogram comparison}}},
  year         = {{2010}},
}

@inproceedings{15772,
  author       = {{Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings MLD-2010, 2nd International Workshop on Learning from Multi-Label Data, Haifa, Israel}},
  title        = {{{On label dependence in multi-label classification}}},
  year         = {{2010}},
}

@inproceedings{15118,
  author       = {{Fober, T. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}},
  title        = {{{Similarity measures for protein structures based on fuzzy histogram comparison}}},
  year         = {{2010}},
}

@inproceedings{15119,
  author       = {{Senge, Robin and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings WCCI-2010, World Congress on Computational Intelligence, Barcelona, Spain}},
  title        = {{{Pattern trees for regression and fuzzy systems modeling}}},
  year         = {{2010}},
}

@article{16121,
  author       = {{Pfeffer, P. and Fober, T. and Hüllermeier, Eyke and Klebe, G.}},
  journal      = {{Journal of Chemical Information and Modeling}},
  number       = {{9}},
  pages        = {{1644--1659}},
  title        = {{{GARLig: A fully automated tool for subset selection of large fragment spaces via a self-adaptive genetic algorithm}}},
  volume       = {{50}},
  year         = {{2010}},
}

@article{16151,
  author       = {{Hüllermeier, Eyke and Vanderlooy, S.}},
  journal      = {{Pattern Recognition}},
  number       = {{1}},
  pages        = {{128--142}},
  title        = {{{Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting}}},
  volume       = {{43}},
  year         = {{2010}},
}

@article{16152,
  author       = {{Hüllermeier, Eyke and Fürnkranz, J.}},
  journal      = {{Journal of Computer and System Sciences}},
  number       = {{1}},
  pages        = {{49--62}},
  title        = {{{On predictive accuracy and risk minimization in pairwise label ranking}}},
  volume       = {{76}},
  year         = {{2010}},
}

@inproceedings{13589,
  author       = {{Dembczynski, K. and Cheng, W. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}},
  editor       = {{Fürnkranz, J. and Joachims, T.}},
  pages        = {{279--286}},
  title        = {{{Bayes optimal multilabel classification via probalistic classifier chains}}},
  year         = {{2010}},
}

@inproceedings{13590,
  author       = {{Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}},
  editor       = {{Fürnkranz, J. and Joachims, T.}},
  pages        = {{215--222}},
  title        = {{{Label ranking based on the Plackett-Luce model}}},
  year         = {{2010}},
}

@inproceedings{13591,
  author       = {{Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings ICML-2010, 27th International Conference on Machine Learning, Haifa, Israel}},
  editor       = {{Fürnkranz, J. and Joachims, T.}},
  title        = {{{Graded multi-label classification: The ordinal case}}},
  year         = {{2010}},
}

@inproceedings{13593,
  author       = {{Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}},
  title        = {{{Regret analysis for performance metrics in multi-label classification: The case of Hamming and subset zero-one loss}}},
  year         = {{2010}},
}

@inproceedings{13594,
  author       = {{Cheng, W. and Rademaker, M. and De Beats, B. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECML/PKDD-2010, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ,Bareclona, Spain}},
  title        = {{{Predicting partial orders: Ranking with abstention}}},
  year         = {{2010}},
}

@inproceedings{13597,
  author       = {{Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings SUM 2010, International Conference on Scalable Uncertainty Management }},
  number       = {{LNCS}},
  pages        = {{16--19}},
  publisher    = {{Springer}},
  title        = {{{Uncertainty in clustering and classification }}},
  volume       = {{6379}},
  year         = {{2010}},
}