@articleSenge_Bösner_Dembczynski_Haasenritter_Hirsch_Donner-Banzhoff_Hüllermeier_2014, title=Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty, volume=255, journal=Information Sciences, author=Senge, Robin and Bösner, S. and Dembczynski, K. and Haasenritter, J. and Hirsch, O. and Donner-Banzhoff, N. and Hüllermeier, Eyke, year=2014, pages=16–29 
LibreCat: /record/16082

@articleDonner-Banzhoff_Haasenritter_Hüllermeier_Viniol_Bösner_Becker_2014, title=The comprehensive diagnostic study is suggested as a design to model the diagnostic process, volume=2, number=67, journal=Journal of Clinical Epidemiology, author=Donner-Banzhoff, N. and Haasenritter, J. and Hüllermeier, Eyke and Viniol, A. and Bösner, S. and Becker, A., year=2014, pages=124–132 
LibreCat: /record/16083

@inproceedingsBusa-Fekete_Szörényi_Hüllermeier_2014, title=PAC Rank Elicitation through Adaptive Sampling of Stochastic Pairwise Preferences, booktitle=Proceedings AAAI 2014, Quebec, Canada, author=Busa-Fekete, Robert and Szörényi, B. and Hüllermeier, Eyke, year=2014, pages=1701–1707 
LibreCat: /record/10247

@inproceedingsBusa-Fekete_Hüllermeier_2014, title=A Survey of Preference-Based Online Learning with Bandit Algorithms, booktitle=Proceedings Int. Conf. on Algorithmic Learning Theory (ALT), Bled, Slovenia, author=Busa-Fekete, Robert and Hüllermeier, Eyke, year=2014, pages=18–39 
LibreCat: /record/10248

@inproceedingsHenzgen_Hüllermeier_2014, title=Mining Rank Data, booktitle=Proceedings Discovery Science, Bled,Slovenia , author=Henzgen, Sascha and Hüllermeier, Eyke, year=2014, pages=123–134 
LibreCat: /record/10249

@inproceedingsFallah Tehrani_Strickert_Hüllermeier_2014, title=The Choquet kernel for monotone data, booktitle=Proceedings ESANN , Bruges, Belgium, author=Fallah Tehrani, A. and Strickert, M. and Hüllermeier, Eyke, year=2014 
LibreCat: /record/10250

@inproceedingsAbdel-Aziz_Strickert_Hüllermeier_2014, title=Learning Solution Similarity in Preference-Based CBR, booktitle=Proceedings Int. Conf. Case-Based Reasoning (ICCBR), Cork, Ireland, author=Abdel-Aziz, A. and Strickert, M. and Hüllermeier, Eyke, year=2014, pages=17–31 
LibreCat: /record/10251

@inproceedingsSchäfer_Hüllermeier_2014, title=Dyad Ranking Using A Bilinear Plackett-Luce Model, booktitle=Proceedings Lernen-Wissensentdeckung-Adaptivität (LWA), Aachen, Germany, author=Schäfer, Dirk and Hüllermeier, Eyke, year=2014, pages=32–33 
LibreCat: /record/10253

@inproceedingsCalders_Esposito_Hüllermeier_Meo_2014, title=Machine Learning and Knowledge Discovery in Databases-European Conf. ECML/PKDD, Nancy, France, booktitle=Proceedings, Parts I-III. Lecture Notes in Computer Science, publisher=Springer, author=Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R., year=2014, pages=8724–8726 
LibreCat: /record/10254

@inproceedingsFürnkranz_Hüllermeier_Rudin_Slowinski_Sanner_2014, title=Preference Learning (Dagstuhl Seminar 14101) Dagstuhl Reports, volume=4, number=3, author=Fürnkranz, J. and Hüllermeier, Eyke and Rudin, Cynthia and Slowinski, Roman and Sanner, Scott, year=2014, pages=1–27 
LibreCat: /record/10295

@articleShaker_Hüllermeier_2014, title=Survival analysis on data streams: Analyzing temporal events in dynamically changing environments, volume=24, number=1, journal=Applied Mathematics and Computer Science, author=Shaker, Ammar and Hüllermeier, Eyke, year=2014, pages=199–212 
LibreCat: /record/10296

@articleHoffmann_Hüllermeier_Kroll_2014, title=Ausgewählte Beiträge des GMA-Fachausschusses 5.14, volume=62, number=10, journal=Computational Intelligence Automatisierungstechnik, author=Hoffmann, F. and Hüllermeier, Eyke and Kroll, A., year=2014, pages=685–686 
LibreCat: /record/10297

@articleCalders_Esposito_Hüllermeier_Meo_2014, title=Guest editors`introduction:special issue of the ECML/PKDD 2014 journal track, volume=28, number=5–6, journal=Data Min. Knowledge Discovery, author=Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R., year=2014, pages=1129–1133 
LibreCat: /record/10298

@articleHenzgen_Strickert_Hüllermeier_2014, title=Visualization of evolving fuzzy rule-based systems, volume=5, number=3, journal=Evolving Systems, author=Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke, year=2014, pages=175–191 
LibreCat: /record/10299

@articleHüllermeier_2014, title=Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization, volume=55, number=7, journal=Int. J. Approx. Reasoning, author=Hüllermeier, Eyke, year=2014, pages=1519–1534 
LibreCat: /record/10308

@articleHüllermeier_2014, title=Rejoinder on "Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization, volume=55, number=7, journal=Int. J. Approx. Reasoning, author=Hüllermeier, Eyke, year=2014, pages=1609–1613 
LibreCat: /record/10309

@articleStrickert_Bunte_Schleif_Hüllermeier_2014, title=Correlation-based embedding of pairwise score data, volume=141, journal=Neurocomputing, author=Strickert, M. and Bunte, K. and Schleif, F.- M. and Hüllermeier, Eyke, year=2014, pages=97–109 
LibreCat: /record/10310

@articleSenge_Bösner_Dembczynski_Haasenritter_Hirsch_Donner-Banzhoff_Hüllermeier_2014, title=Reliable classification: Learning classifiers that distinguish aleatoric and epistemic uncertainty, volume=255, journal=Information Sciences, author=Senge, Robin and Bösner, S. and Dembczynski, K. and Haasenritter, J. and Hirsch, O. and Donner-Banzhoff, N. and Hüllermeier, Eyke, year=2014, pages=16–29 
LibreCat: /record/10311

@articleMernberger_Moog_Stork_Zauner_Maier_Hüllermeier_2014, title=Protein Sub-Cellular Localization Prediction for Special compartments via Optimized Time Series Distances, volume=12, number=1, journal=J. Bioinformatics and Computational Biology, author=Mernberger, M. and Moog, M. and Stork, S. and Zauner, S. and Maier, U.G. and Hüllermeier, Eyke, year=2014 
LibreCat: /record/10312

@articleCalders_Esposito_Hüllermeier_Meo_2014, title=Guest editors`introduction:special issue of the ECML/PKDD 2014 journal track, volume=97, number=1–2, journal=Machine Learning, author=Calders, T. and Esposito, F. and Hüllermeier, Eyke and Meo, R., year=2014, pages=1–3 
LibreCat: /record/10313

@articleBusa-Fekete_Szörényi_Weng_Cheng_Hüllermeier_2014, title=Preference-Based Reinforcement Learning: evolutionary direct policy search using a preference-based racing algorithm, volume=97, number=3, journal=Machine Learning, author=Busa-Fekete, Robert and Szörényi, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke, year=2014, pages=327–351 
LibreCat: /record/10314

@articleMontanés_Senge_Barranquero_Quevedo_Del Coz_Hüllermeier_2014, title=Dependent binary relevance models for multi-label classification, volume=47, number=3, journal=Pattern Recognition, author=Montanés, E. and Senge, Robin and Barranquero, J. and Quevedo, J.R. and Del Coz, J.J. and Hüllermeier, Eyke, year=2014, pages=1494–1508 
LibreCat: /record/10315

@articleKrempl_Zliobaite_Brzezinski_Hüllermeier_Last_Lemaire_Noack_Shaker_Sievi_Spiliopoulou_et al._2014, title=Open challenges for data stream mining research, volume=16, number=1, journal=SIGKDD Explorations, author=Krempl, G. and Zliobaite, I. and Brzezinski, D. and Hüllermeier, Eyke and Last, M. and Lemaire, V. and Noack, T. and Shaker, Ammar and Sievi, S. and Spiliopoulou, M. and et al., year=2014, pages=1–10 
LibreCat: /record/10316

@articleKrotzky_Fober_Hüllermeier_Klebe_2014, title=Extended Graph-Based Models for Enhanced Similarity Search in Cavbase, volume=11, number=5, journal=IEEE/ACM Trans. Comput. Biology Bioinform., author=Krotzky, T. and Fober, T. and Hüllermeier, Eyke and Klebe, G., year=2014, pages=878–890 
LibreCat: /record/10317

@articleStock_Fober_Hüllermeier_Glinca_Klebe_Pahikkala_Airola_De Baets_Wageman_2014, title=Identification of Functionally Releated Enzymes by Learning to Rank Methods, volume=11, number=6, journal=IEEE/ACM Trans. Comput. Biology Bioinform., author=Stock, M. and Fober, T. and Hüllermeier, Eyke and Glinca, S and Klebe, G. and Pahikkala, T. and Airola, A. and De Baets, B. and Wageman, W., year=2014, pages=1157–1169 
LibreCat: /record/10318

@inproceedingsMohr_Kleine Büning_2013, title=Semi-Automated Software Composition Through Generated Components, DOI=10.1145/2539150.2539235, booktitle=Proceedings of the 15th International Conference on Information Integration and Web-based Applications &; Services (iiWAS), author=Mohr, Felix and Kleine Büning, Hans, year=2013, pages=676–680 
LibreCat: /record/485
DOI: 10.1145/2539150.2539235

@inproceedingsMohr_Lettmann_Kleine Büning_2013, title=Reducing Nondeterminism in Automated Service Composition, DOI=10.1109/SOCA.2013.25, booktitle=Proceedings of the 6th International Conference on Service Oriented Computing and Applications (SOCA), author=Mohr, Felix and Lettmann, Theodor and Kleine Büning, Hans, year=2013, pages=154–161 
LibreCat: /record/495
DOI: 10.1109/SOCA.2013.25

@inproceedingsCheng_Henzgen_Hüllermeier_2013, title=Labelwise versus pairwise decomposition in label ranking, booktitle=In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, author=Cheng, W. and Henzgen, S. and Hüllermeier, Eyke, year=2013, pages=129–136 
LibreCat: /record/15752

@inproceedingsSenge_del Coz_Hüllermeier_2013, title=Rectifying classifier chains for multi-label classification, Bamberg, Germany, booktitle=In Proceedings Workshop LWA-2009, Lernen-Wissensentdeckung-Adaptivität, Bamberg, Germany, author=Senge, Robin and del Coz, J. and Hüllermeier, Eyke, year=2013, pages=151–158 
LibreCat: /record/15753

@inproceedingsBusa-Fekete_Fober_Hüllermeier_2013, title=Preference-based evolutionary optimization using generalized racing algorithms, booktitle=in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany, publisher=KIT Scientific Publishing, author=Busa-Fekete, Robert and Fober, T. and Hüllermeier, Eyke, editor=Hoffmann, F. and Hüllermeier, EykeEditors, year=2013, pages=237–246 
LibreCat: /record/15755

@inproceedingsHenzgen_Hüllermeier_2013, title=Weighted rank correlation measures based on fuzzy order relations, booktitle=in Proceedings 23th Workshop Computational Intelligence, Dortmund Germany, publisher=KIT Scientific Publishing, author=Henzgen, S. and Hüllermeier, Eyke, editor=Hoffmann, F. and Hüllermeier, EykeEditors, year=2013, pages=227–236 
LibreCat: /record/15756

@inproceedingsWeng_Busa-Fekete_Hüllermeier_2013, title=Interactive Q-learning with ordinal rewards and unreliable tutor, booktitle=In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague, author=Weng, P. and Busa-Fekete, Robert and Hüllermeier, Eyke, year=2013 
LibreCat: /record/15757

@inproceedingsBusa-Fekete_Szörenyi_Weng_Hüllermeier_2013, title=Preference-based evolutionary direct policy search, booktitle=In Proceedings ECML/PKDD-Workshop on Reinforcement learning from Generalized Feedback:Beyond Numerical Rewards, Prague, author=Busa-Fekete, Robert and Szörenyi, B. and Weng, P. and Hüllermeier, Eyke, year=2013 
LibreCat: /record/15758

@inproceedingsCheng_Hüllermeier_2013, title=A nearest neigbor approach to label ranking based on generalized labelwise loss minimization, booktitle=In Proceedings M-PREF, 7th Multidisciplinary Workshop on Advances in Preference Handling Beijing, China, author=Cheng, W. and Hüllermeier, Eyke, year=2013 
LibreCat: /record/15759

@inproceedingsShaker_Hüllermeier_2013, title=Event history analysis on data streams: An application to earthquake occurence, booktitle=In Proceedings RealStream 2013, 1st International Workshop on Real-World Challenges for Data Stream Mining, Prague, Czech Republic, author=Shaker, Ammar and Hüllermeier, Eyke, editor=Krempl, G. and Zliobaite, I. and Wang, Y. and Forman, G.Editors, year=2013, pages=38–41 
LibreCat: /record/15760

@inproceedingsSenge_del Coz_Hüllermeier_2013, title=On the problem of error propagation in classier chains for multi-label classification. Data Analysis, Machine Learning and Knowledge Discovery, booktitle=In Proceedings of GFKL-2012, 36th Annual Conference of the German Classification Society, Studies in Classification, Data Analysis and Knowledge Organization, Hildesheim, Germany , publisher=Springer, author=Senge, Robin and del Coz, J.J. and Hüllermeier, Eyke, editor=Schmidt-Thieme, L. and Spiliopoulou, M.Editors, year=2013 
LibreCat: /record/15761

@inproceedingsFober_Klebe_Hüllermeier_2013, title=Local clique merging: An extension of the maximum common subgraph measure with applications in structural bioinformatics, Algorithms from and for Nature and Life, booktitle=In Proceedings GFKL-2011, Conference of the German Classification Society, Frankfurt Germany, publisher=Springer, author=Fober, T. and Klebe, G. and Hüllermeier, Eyke, editor=Lausen, B. and Van den Poel, D. and Ultsch, A.Editors, year=2013, pages=279–286 
LibreCat: /record/15763

@inproceedingsFallah Tehrani_Hüllermeier_2013, title=Ordinal Choquistic regression , booktitle=in Proceedings EUSFLAT-2013 8th International Conference on the European Society for Fuzzy Logic and Technology, Milano, Italy, publisher=Atlantis Press, author=Fallah Tehrani, A. and Hüllermeier, Eyke, editor=Montero, J. and Pasi, G. and Ciucci, D.Editors, year=2013 
LibreCat: /record/15112

@inproceedingsNasiri_Fober_Senge_Hüllermeier_2013, 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, booktitle=in Proceedings IFSA-2013 World Congress of the International Fuzzy Systems Association, Edmonton, Canada, author=Nasiri, N. and Fober, T. and Senge, Robin and Hüllermeier, Eyke, year=2013, pages=715–721 
LibreCat: /record/15113

@articleHeider_Senge_Cheng_Hüllermeier_2013, title=Multilabel classification for exploiting cross-resistance information in HIV-1 drug resistence prediction, volume=29, number=16, journal=Bioinformatics, author=Heider, D. and Senge, Robin and Cheng, W. and Hüllermeier, Eyke, year=2013, pages=1946–1952 
LibreCat: /record/16044

@articleBösner_Bönisch_Haasenritter _Schlegel_Hüllermeier_Donner-Banzhoff_2013, 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, number=1, journal=BMC Family Practice, author=Bösner, S. and Bönisch, K. and Haasenritter , J. and Schlegel, P. and Hüllermeier, Eyke and Donner-Banzhoff, N., year=2013, pages=154–162 
LibreCat: /record/16081

@articleHaasenritter_Viniol_Becker_Bösner_Hüllermeier_Senge_Donner-Banzhoff_2013, title=Diagnose im Kontext - eine erweiterte Perspektive, volume=107, journal=Zeitschrift für Evidenz, Fortbildung und Qualität im Gesundheitswesen (ZEFQ), author=Haasenritter, J. and Viniol, A. and Becker, A. and Bösner, S. and Hüllermeier, Eyke and Senge, Robin and Donner-Banzhoff, N., year=2013, pages=585–591 
LibreCat: /record/16086

@articleShaker_Senge_Hüllermeier_2013, title=Evolving fuzzy pattern trees for binary classification on data streams, volume=220, journal=Information Sciences, author=Shaker, A. and Senge, R. and Hüllermeier, Eyke, year=2013, pages=34–45 
LibreCat: /record/16123

@inproceedingsSzarvas_Busa-Fekete_Hüllermeier_2013, title=Learning to rank lexical substitutions, booktitle=In Proceedings EMNLP-2013 Conference on Empirical Methods in Natural Language Processing, Seattle, USA, author=Szarvas, G. and Busa-Fekete, Robert and Hüllermeier, Eyke, year=2013 
LibreCat: /record/13115

@inproceedingsDembczynski_Jachnik_Kotlowski_Waegeman_Hüllermeier_2013, title=Optimizing the F-measure in multi-label classification: Plug-in rule approach versus structured loss minimization, booktitle=in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA, author=Dembczynski, K. and Jachnik, A. and Kotlowski, W. and Waegeman, W. and Hüllermeier, Eyke, editor=Dasgupta, S. and McAllester, D.Editors, year=2013, pages=1130–1138 
LibreCat: /record/13116

@inproceedingsBusa-Fekete_Szoreny_Weng_Cheng_Hüllermeier_2013, title=Top-k selection based on adaptive sampling of noisy preferences, booktitle=in Proceedings ICML-2013, 30th International Conference on Machine Learning, Atlanta, USA, author=Busa-Fekete, Robert and Szoreny, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke, editor=Dasgupta, S. and McAllester, D.Editors, year=2013, pages=1094–1102 
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@inproceedingsHüllermeier_Cheng_2013, title=Preference-based CBR: General ideas and basic principles, booktitle=in Proceedings IJCAI-13, 23rd international Joint Conference on Artificial Intelligence, Beijing, China, publisher=AAAI Press, author=Hüllermeier, Eyke and Cheng, W., editor=Rossi, F.Editor, year=2013, pages=3012–3016 
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@inproceedingsHenzgen_Strickert_Hüllermeier_2013, title=Rule chains for visualizing evolving fuzzy rule-based systems, booktitle=in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland, publisher=Springer, author=Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke, editor=Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, M. and Zolnierek, A.Editors, year=2013, pages=279–288 
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@inproceedingsShaker_Hüllermeier_2013, title=Recovery analysis for adaptive learning from non-stationary data streams, booktitle=in Proceedings CORES 2013, 8th International Conference on Computer Recognition Systems, Wroclaw, Poland, publisher=Springer, author=Shaker, Ammar and Hüllermeier, Eyke, editor=Burduk, R. and Jackowski, K. and Kurzynski, M. and Wozniak, W. and Zolnierek, A.Editors, year=2013, pages=289–298 
LibreCat: /record/13190

@inproceedingsLeinweber_Baumgärtner_Mernberger_Fober_Hüllermeier_Klebe_Freisleben_2012, title=GPU-based cloud computing for comparing the structure of protein binding sites, booktitle=in Proceedings IEEE Conference on Digital Ecosystem Technologies-Complex Environment Engineering Campione d`Italia, Italy, author=Leinweber, M. and Baumgärtner, L. and Mernberger, M. and Fober, T. and Hüllermeier, Eyke and Klebe, G. and Freisleben, B., year=2012 
LibreCat: /record/15299