@article{16119,
  author       = {{Hirsch, O. and Bösner, S. and Hüllermeier, Eyke and Senge, R. and Dembczynski, K. and Donner-Banzhoff, N.}},
  journal      = {{BMC Medical Research Methodology}},
  number       = {{155}},
  title        = {{{Multivariate modeling to identify patterns in clinical data: The example of chest pain}}},
  volume       = {{11}},
  year         = {{2011}},
}

@article{16126,
  author       = {{Domshlak, C. and Hüllermeier, Eyke and Kaci, S. and Prade, H.}},
  journal      = {{Artificial Intelligence}},
  number       = {{7-8}},
  pages        = {{1037--1052}},
  title        = {{{Preferences in AL: An overview}}},
  volume       = {{175}},
  year         = {{2011}},
}

@article{16147,
  author       = {{Hüllermeier, Eyke}},
  journal      = {{WIREs Data Mining and Knowledge Discovery}},
  number       = {{4}},
  pages        = {{269--283}},
  title        = {{{Fuzzy machine learning and data mining}}},
  volume       = {{1}},
  year         = {{2011}},
}

@article{16148,
  author       = {{Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}},
  journal      = {{IEEE/ACM Transactions of Computational Biology and Bioinformatics}},
  number       = {{5}},
  pages        = {{1330--1343}},
  title        = {{{SEGA: Semi-global graph alignment for structure-based protein comparison}}},
  volume       = {{8}},
  year         = {{2011}},
}

@article{16149,
  author       = {{Fober, T. and Glinca, S. and Klebe, G. and Hüllermeier, Eyke}},
  journal      = {{IEEE/ACM Transactions on Computational Biology and Bioinformatics}},
  number       = {{6}},
  pages        = {{1653--1666}},
  title        = {{{Superposition and alignment of labeled point clouds}}},
  volume       = {{8}},
  year         = {{2011}},
}

@article{16150,
  author       = {{Hüllermeier, Eyke}},
  journal      = {{Applied Soft Computing Journal}},
  pages        = {{1493--1505}},
  title        = {{{Fuzzy sets in machine learning and data mining}}},
  year         = {{2011}},
}

@article{16153,
  author       = {{Senge, Robin and Hüllermeier, Eyke}},
  journal      = {{IEEE Transactions on Fuzzy Systems}},
  number       = {{2}},
  pages        = {{241--252}},
  title        = {{{Top-down induction of fuzzy pattern trees}}},
  volume       = {{19}},
  year         = {{2011}},
}

@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{13195,
  author       = {{Cheng, W. and Fuernkranz, J. and Hüllermeier, Eyke and Park, S.H.}},
  booktitle    = {{Proceedings ECML/PKDD-2011, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Athens, Greece, }},
  title        = {{{Preference-based policy iteration: Leveraging preference learning for reinforcement learning}}},
  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}},
}