@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}}, } @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}}, }