@article{16081, author = {{Bösner, S. and Bönisch, K. and Haasenritter , J. and Schlegel, P. and Hüllermeier, Eyke and Donner-Banzhoff, N.}}, journal = {{BMC Family Practice}}, number = {{1}}, pages = {{154--162}}, title = {{{Chest pain in primary care: is the localization of pain diagnostically helpful in the critical evaluation of patients? A cross sectional study. }}}, volume = {{14}}, year = {{2013}}, } @article{16086, author = {{Haasenritter, J. and Viniol, A. and Becker, A. and Bösner, S. and Hüllermeier, Eyke and Senge, Robin and Donner-Banzhoff, N.}}, journal = {{Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen (ZEFQ)}}, pages = {{585--591}}, title = {{{Diagnose im Kontext - eine erweiterte Perspektive}}}, volume = {{107}}, year = {{2013}}, } @article{16123, author = {{Shaker, A. and Senge, R. and Hüllermeier, Eyke}}, journal = {{Information Sciences}}, pages = {{34--45}}, title = {{{Evolving fuzzy pattern trees for binary classification on data streams}}}, volume = {{220}}, year = {{2013}}, } @inproceedings{13115, author = {{Szarvas, G. and Busa-Fekete, Robert and Hüllermeier, Eyke}}, booktitle = {{In Proceedings EMNLP-2013 Conference on Empirical Methods in Natural Language Processing, Seattle, USA}}, title = {{{Learning to rank lexical substitutions}}}, year = {{2013}}, } @inproceedings{13116, author = {{Dembczynski, K. and Jachnik, A. and Kotlowski, W. and Waegeman, W. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA}}, editor = {{Dasgupta, S. and McAllester, D.}}, pages = {{1130--1138}}, title = {{{Optimizing the F-measure in multi-label classification: Plug-in rule approach versus structured loss minimization}}}, year = {{2013}}, } @inproceedings{13117, author = {{Busa-Fekete, Robert and Szoreny, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA}}, editor = {{Dasgupta, S. and McAllester, D.}}, pages = {{1094--1102}}, title = {{{Top-k selection based on adaptive sampling of noisy preferences}}}, year = {{2013}}, } @inproceedings{13118, author = {{Hüllermeier, Eyke and Cheng, W.}}, booktitle = {{in Proceedings IJCAI-13, 23rd international Joint Conference on Artificial Intelligence, Beijing, China}}, editor = {{Rossi, F.}}, pages = {{3012--3016}}, publisher = {{AAAI Press}}, title = {{{Preference-based CBR: General ideas and basic principles}}}, year = {{2013}}, } @inproceedings{13119, author = {{Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland}}, editor = {{Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, M. and Zolnierek, A.}}, pages = {{279--288}}, publisher = {{Springer}}, title = {{{Rule chains for visualizing evolving fuzzy rule-based systems}}}, year = {{2013}}, } @inproceedings{13190, author = {{Shaker, Ammar and Hüllermeier, Eyke}}, booktitle = {{in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland}}, editor = {{Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, W. and Zolnierek, A.}}, pages = {{289--298}}, publisher = {{Springer}}, title = {{{Recovery analysis for adaptive learning from non-stationary data streams}}}, year = {{2013}}, } @inproceedings{15299, author = {{Leinweber, M. and Baumgärtner, L. and Mernberger, M. and Fober, T. and Hüllermeier, Eyke and Klebe, G. and Freisleben, B.}}, booktitle = {{in Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione d`Italia, Italy}}, title = {{{GPU-based cloud computing for comparing the structure of protein binding sites}}}, year = {{2012}}, } @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}}, }