@inbook{16226,
  author       = {{Beringer, J. and Hüllermeier, Eyke}},
  booktitle    = {{Advances in Fuzzy Clustering and its Applications }},
  editor       = {{Valente de Oliveira, J. and Pedrycz, W.}},
  pages        = {{333--352}},
  publisher    = {{John Wiley and Sons}},
  title        = {{{Fuzzy clustering of parallel data streams}}},
  year         = {{2007}},
}

@inbook{16227,
  author       = {{Hüllermeier, Eyke}},
  booktitle    = {{Fuzzy Sets and their Extensions: Representation, Aggregation and Models}},
  pages        = {{355--374}},
  publisher    = {{Springer}},
  title        = {{{Fuzzy methods for data mining and machine learning: State of the art and prospects}}},
  year         = {{2007}},
}

@book{16282,
  author       = {{Hüllermeier, Eyke}},
  pages        = {{370}},
  publisher    = {{Springer}},
  title        = {{{Case-based Approximate Reasoning}}},
  volume       = {{44}},
  year         = {{2007}},
}

@inproceedings{13601,
  author       = {{Sulzmann, J.N. and Fürnkranz, J. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECML-2007, 17th European Conference on Machine Learning, Warsawa, Poland}},
  publisher    = {{Springer}},
  title        = {{{On pairwise Naive Bayes classifiers}}},
  year         = {{2007}},
}

@inproceedings{15785,
  author       = {{Beringer, J. and Hüllermeier, Eyke}},
  booktitle    = {{in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany}},
  editor       = {{Mikut, R. and Reischl, M.}},
  pages        = {{140--149}},
  title        = {{{Adaptive optimization of the number of clusters in fuzzy clustering, Dortmund, Germany 2006}}},
  year         = {{2006}},
}

@inproceedings{15786,
  author       = {{Hüllermeier, Eyke and Brinker, K.}},
  booktitle    = {{in Proceedings 16th Workshop Computational Intelligence, Dortmund Germany}},
  editor       = {{Mikut, R. and Reischl, M.}},
  pages        = {{190--199}},
  title        = {{{Classification via fuzzy preference learning}}},
  year         = {{2006}},
}

@inproceedings{15798,
  author       = {{Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings of ECCBR-2006 Workshops, 8th European Conference on Case-Based Reasoning, Ölüdeniz/Fethiye Turkey}},
  editor       = {{Minor, M.}},
  pages        = {{230--242}},
  title        = {{{Credible case-based inference using similarity profiles}}},
  year         = {{2006}},
}

@inproceedings{14836,
  author       = {{Bade, K. and Hüllermeier, Eyke and Nürnberger, A.}},
  booktitle    = {{In Proceedings ICDM-2006, IEEE International Conference on Data Mining}},
  pages        = {{43--52}},
  publisher    = {{IEEE Computer Society Press}},
  title        = {{{Hierarchical classification by expected utility maximization}}},
  year         = {{2006}},
}

@inproceedings{14837,
  author       = {{Brinker, K. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECML-2006, 17th European Conference on Machine Learning, Berlin September 2006}},
  pages        = {{566--573}},
  publisher    = {{Springer}},
  title        = {{{Case-based label ranking}}},
  year         = {{2006}},
}

@inproceedings{14838,
  author       = {{Brinker, K. and Fuernkranz, J. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings ECAI-2006, 17th European Conference on Artificial Inteligence, Riva del Garda, Italy}},
  editor       = {{Brewka, G. and Coradeschi, S. and Perini, A. and Traverso, P.}},
  pages        = {{489--493}},
  title        = {{{A unified model for multilabel classification and ranking}}},
  year         = {{2006}},
}

@inproceedings{15201,
  author       = {{Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings IPMU-2006 11th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Paris, France}},
  title        = {{{Integrating instance-based learning and logistic regression}}},
  year         = {{2006}},
}

@inproceedings{15213,
  author       = {{Hüllermeier, Eyke}},
  booktitle    = {{in Proceeding of the International Conference on Computational Intelligence, 9th Fuzzy Days, Dortmund}},
  editor       = {{Reusch, B.}},
  pages        = {{615--628}},
  publisher    = {{Springer}},
  title        = {{{The Choquet integral as an aggregation operator in case-based learning}}},
  year         = {{2006}},
}

@article{16173,
  author       = {{Dubois, D. and Hüllermeier, Eyke and Prade, H.}},
  journal      = {{Data Mining and Knowledge Discovery}},
  number       = {{2}},
  pages        = {{167--192}},
  title        = {{{A systematic approach to the assessment of fuzzy association rules}}},
  volume       = {{13}},
  year         = {{2006}},
}

@article{16176,
  author       = {{Dubois, D. and Hüllermeier, Eyke and Prade, H.}},
  journal      = {{Journal of Intelligent Information Systems}},
  pages        = {{95--115}},
  title        = {{{Fuzzy methods in case-based recommendation and decision support}}},
  volume       = {{27}},
  year         = {{2006}},
}

@article{16177,
  author       = {{Hüllermeier, Eyke and Beringer, J.}},
  journal      = {{Intelligent Data Analysis}},
  number       = {{5}},
  pages        = {{419--440}},
  title        = {{{Learning from ambiguously labeled examples}}},
  volume       = {{10}},
  year         = {{2006}},
}

@article{16180,
  author       = {{Block, P. and Paern, J. and Hüllermeier, Eyke and Sanschagrin, P. and Sotriffer, C. and Klebe, G.}},
  journal      = {{Proteins: Structure, Function and Bioinformatics}},
  number       = {{3}},
  pages        = {{607--622}},
  title        = {{{Physicochemical descriptors to discriminate protein interactions in permanent and transient complexes by means of   machine learning algorithms}}},
  volume       = {{65}},
  year         = {{2006}},
}

@article{16182,
  author       = {{Kuhn, D. and Weskamp, N. and Schmitt, S. and Hüllermeier, Eyke and Klebe, G.}},
  journal      = {{Journal of Molecular Biology}},
  number       = {{4}},
  pages        = {{1023--1044}},
  title        = {{{From the similarity analysis of protein cavities to the functional classification of protein families using Cavbase}}},
  volume       = {{359}},
  year         = {{2006}},
}

@article{16183,
  author       = {{Beringer, J. and Hüllermeier, Eyke}},
  journal      = {{Data and Knowledge Engineering}},
  number       = {{2}},
  pages        = {{180--204}},
  title        = {{{Online clustering of parallel data streams}}},
  volume       = {{58}},
  year         = {{2006}},
}

@article{16195,
  author       = {{Karimi, I. and Hüllermeier, Eyke and Meskouris, K.}},
  journal      = {{Soft Computing}},
  number       = {{3}},
  pages        = {{229--238}},
  title        = {{{A fuzzy-probablistic earthquake risk assessment system}}},
  volume       = {{11}},
  year         = {{2006}},
}

@inproceedings{15799,
  author       = {{Brinker, K. and Hüllermeier, Eyke}},
  booktitle    = {{In Proceedings of the NIPS-2005 Workshop on Learning to Rank, Whistler, BC, Canada}},
  editor       = {{Agarwal, S. and Cortes, C. and Herbrich, R.}},
  pages        = {{1--6}},
  publisher    = {{http://web.mit.edu/shivani/www/Ranking-NIPS-05/.}},
  title        = {{{Calibrated label-ranking}}},
  year         = {{2005}},
}