@inbook{15396,
  author       = {{Hüllermeier, Eyke and Fallah Tehrani, A.}},
  booktitle    = {{Computational Intelligence in Intelligent Data Analysis}},
  editor       = {{Moewes, C. and Nürnberger, A.}},
  pages        = {{17--30}},
  publisher    = {{Springer}},
  title        = {{{Efficient learning of classifiers based on the 2-additive Choquet integral}}},
  year         = {{2012}},
}

@inproceedings{15754,
  author       = {{Bräuning, M. and Hüllermeier, Eyke}},
  booktitle    = {{In Workshops on Preference Learning at ECAI, European Conference on Artiticial intelligence, Montpellier, France}},
  title        = {{{Learning conditional lexicographic preference trees}}},
  year         = {{2012}},
}

@inproceedings{15114,
  author       = {{Hüllermeier, Eyke and Fallah Tehrani, A.}},
  booktitle    = {{In Proceedings IPMU-2012 14th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Part 1, Catania, Italy}},
  title        = {{{On the VC dimension of the Choquet integral}}},
  year         = {{2012}},
}

@article{16084,
  author       = {{Fallah Tehrani, A. and Cheng, W. and Dembczynski, K. and Hüllermeier, Eyke}},
  journal      = {{Machine Learning}},
  number       = {{1}},
  pages        = {{183--211}},
  title        = {{{Learning  monotone nonlinear models using the Choquet integral}}},
  volume       = {{89}},
  year         = {{2012}},
}

@article{16085,
  author       = {{Bustince, H. and Pagola, M. and Mesiar, R. and Hüllermeier, Eyke and Herrera, F.}},
  journal      = {{IEEE Transactions on Fuzzy Systems}},
  number       = {{3}},
  pages        = {{405--415}},
  title        = {{{Grouping, overlap and generalized bientropic functions for fuzzy modeling of pairwise comparisons}}},
  volume       = {{20}},
  year         = {{2012}},
}

@article{16087,
  author       = {{Fürnkranz, J. and Hüllermeier, Eyke and Cheng, W. and Park, S.H.}},
  journal      = {{Machine Learning}},
  number       = {{1}},
  pages        = {{123--156}},
  title        = {{{Preference-based reinforcement learning: A formal framework and a policy iteration algorithm}}},
  volume       = {{89}},
  year         = {{2012}},
}

@article{16088,
  author       = {{Dembczynski, K. and Waegeman, W. and Cheng, W. and Hüllermeier, Eyke}},
  journal      = {{Machine Learning}},
  number       = {{1-2}},
  pages        = {{5--45}},
  title        = {{{On label dependence and loss  minimization in multi-label classification}}},
  volume       = {{88}},
  year         = {{2012}},
}

@article{16089,
  author       = {{Shaker, Ammar and Hüllermeier, Eyke}},
  journal      = {{Evolving Systems}},
  number       = {{4}},
  pages        = {{235--249}},
  title        = {{{IBL Streams: A system for instance-based classification and regression on data streams}}},
  volume       = {{3}},
  year         = {{2012}},
}

@article{16090,
  author       = {{Dolorez Ruiz, M. and Hüllermeier, Eyke}},
  journal      = {{Information Sciences}},
  pages        = {{1--17}},
  title        = {{{A formal and empirical analysis of the fuzzy gamma rank correlation coefficient}}},
  volume       = {{206}},
  year         = {{2012}},
}

@article{16091,
  author       = {{Fallah Tehrani, A. and Cheng, W. and Hüllermeier, Eyke}},
  journal      = {{IEEE Transactions on Fuzzy Systems}},
  number       = {{6}},
  pages        = {{1102--1113}},
  title        = {{{Preference learning using the Choquet integral: The case of multipartite ranking}}},
  volume       = {{20}},
  year         = {{2012}},
}

@article{16092,
  author       = {{Fober, T. and Mernberger, M. and Klebe, G. and Hüllermeier, Eyke}},
  journal      = {{Molecular Informatics}},
  number       = {{6-7}},
  pages        = {{443--452}},
  title        = {{{Fingerprint kernels for protein structure comparison}}},
  volume       = {{31}},
  year         = {{2012}},
}

@article{16093,
  author       = {{Hüllermeier, Eyke and Rifqi, M. and Henzgen, Sascha and Senge, Robin}},
  journal      = {{IEEE Transactions on Fuzzy Systems}},
  number       = {{3}},
  pages        = {{546--556}},
  title        = {{{Comparing fuzzy partitions: A generalization of the Rand index and related measures}}},
  volume       = {{20}},
  year         = {{2012}},
}

@article{16094,
  author       = {{Senge, Robin and Fober, T. and Nasiri, N. and Hüllermeier, Eyke}},
  journal      = {{At-Atomatisierungstechnik}},
  number       = {{10}},
  pages        = {{622--629}},
  title        = {{{Fuzzy Pattern Trees: Ein alternativer Ansatz zur Fuzzy-Modellierung}}},
  volume       = {{60}},
  year         = {{2012}},
}

@inproceedings{13120,
  author       = {{Cheng, W. and Hüllermeier, Eyke and Waegeman, W. and Welker, V.}},
  booktitle    = {{In Proceedings NIPS-2012, 26th Annual Conference on Neural Information Processing Systems, Lake Tahoe, Nevada, USA}},
  title        = {{{Label ranking with partial abstention based on thresholded probalistic models}}},
  year         = {{2012}},
}

@inproceedings{13191,
  author       = {{Cheng, W. and Hüllermeier, Eyke}},
  booktitle    = {{Proceedings ECML/PKDD-2012, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Bristol, UK}},
  title        = {{{Probability estimation for mulit-class classification based on label ranking}}},
  year         = {{2012}},
}

@inproceedings{13192,
  author       = {{Dembczynski, K. and Kotlowski, W. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings ICML-2012,  International Conference on Machine Learning, Edinburgh, Scotland}},
  editor       = {{Langford, J. and Pineau, J.}},
  title        = {{{Consistent multilabel ranking through univariate loss minimization}}},
  year         = {{2012}},
}

@inproceedings{13193,
  author       = {{Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECAI-2012, 20th European Conference on Artificial Inteligence, Montpellier, France }},
  pages        = {{294--299}},
  publisher    = {{IOS Press}},
  title        = {{{An analysis of chaining in multi-label classification}}},
  year         = {{2012}},
}

@inbook{10153,
  author       = {{Hüllermeier, Eyke}},
  booktitle    = {{Combining Experimentation and Theory}},
  editor       = {{Trillas, E. and Bonissone, P.P. and Magdalena, L. and Kacprzyk, J.}},
  pages        = {{123--135}},
  publisher    = {{Springer}},
  title        = {{{Fuzzy rules in data mining: From fuzzy associations to gradual dependencies}}},
  volume       = {{271}},
  year         = {{2012}},
}

@inproceedings{15762,
  author       = {{Dembczynski, K. and Waegeman, W. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECML Workshop on Collective inference and Learning on Structured Data, Athens, Greece}},
  title        = {{{Joint mode estimation in multi-label classification by chaining}}},
  year         = {{2011}},
}

@inproceedings{15764,
  author       = {{Mernberger, M. and Moog, D. and Stork, S. and Zauner, S. and Maier, U. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings GCB-2011 German Conference on Bioinformatics Munich, Germany}},
  title        = {{{Prediction of protein localization for specialized compartments using time series kernels}}},
  year         = {{2011}},
}