@inproceedings{15115, author = {{Nasiri, M. and Hüllermeier, Eyke and Senge, Robin and Lughofer, E.}}, booktitle = {{in Proceedings IFSA-2011 World Congress of the International Fuzzy Systems Association, Surabaya and Bali Island, Indonesia}}, pages = {{RW--103--1--6}}, title = {{{Comparing methods for knowledge-driven and data-driven fuzzy modeling: A case study in textile industry}}}, year = {{2011}}, } @inproceedings{15116, author = {{Lughofer, E. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-les-Bains, France}}, editor = {{Galichet, S. and Montero, J. and Mauris, G.}}, pages = {{380--387}}, title = {{{On-line redundancy deletion in evolving fuzzy regression models using a fuzzy inclusion measure}}}, year = {{2011}}, } @inproceedings{15117, author = {{Fallah Tehrani, A. and Cheng, W. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings EUSFLAT-2011 7th International Conference on the European Society for Fuzzy Logic and Technology, Aix-les-Bains, France}}, pages = {{868--875}}, title = {{{Choquistic regression: Generalizing logistic regression using the Choquet integral}}}, year = {{2011}}, } @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{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}}, }