@inproceedings{15759, author = {{Cheng, W. and Hüllermeier, Eyke}}, booktitle = {{In Proceedings M-PREF`13, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China}}, title = {{{A nearest neigbor approach to label ranking based on generalized labelwise loss minimization}}}, year = {{2013}}, } @inproceedings{15760, author = {{Shaker, Ammar and Hüllermeier, Eyke}}, booktitle = {{In Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges for Data Stream Mining, Prague, Czech Republic}}, editor = {{Krempl, G. and Zliobaite, I. and Wang, Y. and Forman, G.}}, pages = {{38--41}}, title = {{{Event history analysis on data streams: An application to earthquake occurence}}}, year = {{2013}}, } @inproceedings{15761, author = {{Senge, Robin and del Coz, J.J. and Hüllermeier, Eyke}}, booktitle = {{In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany }}, editor = {{Schmidt-Thieme, L. and Spiliopoulou, M.}}, publisher = {{Springer}}, title = {{{On the problem of error propagation in classier chains for multi-label classification. Data Analysis, Machine Learning and Knowledge Discovery}}}, year = {{2013}}, } @inproceedings{15763, author = {{Fober, T. and Klebe, G. and Hüllermeier, Eyke}}, booktitle = {{In Proceedings GFKL-2011, Conference of the German Classification Society, Frankfurt Germany}}, editor = {{Lausen, B. and Van den Poel, D. and Ultsch, A.}}, pages = {{279--286}}, publisher = {{Springer}}, title = {{{Local clique merging: An extension of the maximum common subgraph measure with applications in structural bioinformatics, Algorithms from and for Nature and Life}}}, year = {{2013}}, } @inproceedings{15112, author = {{Fallah Tehrani, A. and Hüllermeier, Eyke}}, booktitle = {{in Proceedings EUSFLAT-2013 8th International Conference on the European Society for Fuzzy Logic and Technology, Milano, Italy}}, editor = {{Montero, J. and Pasi, G. and Ciucci, D.}}, publisher = {{Atlantis Press}}, title = {{{Ordinal Choquistic regression }}}, year = {{2013}}, } @inproceedings{15113, author = {{Nasiri, N. and Fober, T. and Senge, Robin and Hüllermeier, Eyke}}, booktitle = {{in Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association, Edmonton, Canada}}, pages = {{715--721}}, title = {{{Fuzzy Pattern Trees as an alternative to rule-based fuzzy systems: Knowledge-driven, data-driven and hybrid modeling of colour yield in poyester dyeing, Edmonton, Canada}}}, year = {{2013}}, } @article{16044, author = {{Heider, D. and Senge, Robin and Cheng, W. and Hüllermeier, Eyke}}, journal = {{Bioinformatics}}, number = {{16}}, pages = {{1946--1952}}, title = {{{Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistence prediction}}}, volume = {{29}}, year = {{2013}}, } @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}}, }