@inproceedingsMelnikov_Hüllermeier_2017, title=Optimizing the structure of nested dichotomies. A comparison of two heuristics, booktitle=in Proceedings 27th Workshop Computational Intelligence, Dortmund Germany, publisher=KIT Scientific Publishing, author=Melnikov, Vitaly and Hüllermeier, Eyke, editor=Hoffmann, F. and Hüllermeier, Eyke and Mikut, R.Editors, year=2017, pages=1–12 
LibreCat: /record/15397

@inproceedingsCzech_Hüllermeier_Jacobs_Wehrheim_2017, title=Predicting rankings of software verification tools, booktitle=in Proceedings ESEC/FSE Workshops 2017 - 3rd ACM SIGSOFT, International Workshop on Software Analytics (SWAN 2017), Paderborn Germany, author=Czech, M. and Hüllermeier, Eyke and Jacobs, M.C. and Wehrheim, Heike, year=2017 
LibreCat: /record/15399

@inproceedingsCouso_Dubois_Hüllermeier_2017, title=Maximum likelihood estimation and coarse data, booktitle=in Proceedings SUM 2017, 11th International Conference on Scalable Uncertainty Management, Granada, Spain, publisher=Springer, author=Couso, Ines and Dubois, D. and Hüllermeier, Eyke, year=2017, pages=3–16 
LibreCat: /record/15110

@inproceedingsEwerth_Springstein_Müller_Balz_Gehlhaar_Naziyok_Dembczynski_Hüllermeier_2017, title=Estimating relative depth in single images via rankboost, booktitle=Proc. IEEE Int. Conf. on Multimedia and Expo (ICME 2017), author=Ewerth, Ralph and Springstein, M. and Müller, E. and Balz, A. and Gehlhaar, J. and Naziyok, T. and Dembczynski, K. and Hüllermeier, Eyke, year=2017, pages=919–924 
LibreCat: /record/10204

@inproceedingsAhmadi Fahandar_Hüllermeier_Couso_2017, title=Statistical Inference for Incomplete Ranking Data: The Case of Rank-Dependent  Coarsening, booktitle=Proc. 34th Int. Conf. on Machine Learning (ICML 2017), author=Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke and Couso, Ines, year=2017, pages=1078–1087 
LibreCat: /record/10205

@inproceedingsMohr_Lettmann_Hüllermeier_2017, title=Planning with Independent Task Networks, DOI=10.1007/978-3-319-67190-1_15, booktitle=Proc. 40th Annual German Conference on Advances in Artificial Intelligence (KI 2017), author=Mohr, Felix and Lettmann, Theodor and Hüllermeier, Eyke, year=2017, pages=193–206 
LibreCat: /record/10206
DOI: 10.1007/978-3-319-67190-1_15

@inproceedingsCzech_Hüllermeier_Jakobs_Wehrheim_2017, title=Predicting rankings of software verification tools, booktitle=Proc. 3rd ACM SIGSOFT Int. I Workshop on Software Analytics (SWAN@ESEC/SIGSOFT FSE 2017, author=Czech, M. and Hüllermeier, Eyke and Jakobs, M.-C. and Wehrheim, Heike, year=2017, pages=23–26 
LibreCat: /record/10207

@inproceedingsCouso_Dubois_Hüllermeier_2017, title=Maximum Likelihood Estimation and Coarse Data, booktitle=Proc. 11th Int. Conf. on Scalable Uncertainty Management (SUM 2017), author=Couso, Ines and Dubois, D. and Hüllermeier, Eyke, year=2017, pages=3–16 
LibreCat: /record/10208

@inproceedingsAhmadi Fahandar_Hüllermeier_2017, title=Learning to Rank based on Analogical Reasoning, booktitle=Proc. AAAI 2017, 32nd AAAI Conference on Artificial Intelligence, author=Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke, year=2017 
LibreCat: /record/10209

@inproceedingsHoffmann_Hüllermeier_Mikut_2017, title=(Hrsg.) Proceedings 27. Workshop Computational Intelligence, KIT Scientific Publishing, Karlsruhe, Germany 2017, author=Hoffmann, F. and Hüllermeier, Eyke and Mikut, R., year=2017 
LibreCat: /record/10212

@inproceedingsMelnikov_Hüllermeier_2017, title=Optimizing the Structure of Nested Dichotomies: A Comparison of Two Heuristics, booktitle=Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2017, pages=1–12 
LibreCat: /record/10213

@inproceedingsShaker_Heldt_Hüllermeier_2017, title=Learning TSK Fuzzy Rules from Data Streams, booktitle=Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, Skopje, Macedonia, author=Shaker, Ammar and Heldt, W. and Hüllermeier, Eyke, year=2017 
LibreCat: /record/10216

@articleBräuning_Hüllermeier_Keller_Glaum_2017, title=Lexicographic preferences for predictive modeling of human decision making. A new machine learning method with an application  in accounting, volume=258, number=1, journal=European Journal of Operational Research, author=Bräuning, M. and Hüllermeier, Eyke and Keller, T. and Glaum, M., year=2017, pages=295–306 
LibreCat: /record/10267

@articlePlatenius_Shaker_Becker_Hüllermeier_Schäfer_2017, title=Imprecise Matching of Requirements Specifications for Software Services Using Fuzzy Logic, volume=43, number=8, journal=IEEE Transactions on Software Engineering, author=Platenius, M.-C. and Shaker, Ammar and Becker, M. and Hüllermeier, Eyke and Schäfer, W., year=2017, pages=739–759 
LibreCat: /record/10268

@articleHüllermeier_2017, title=From Knowledge-based to Data-driven Modeling of Fuzzy Rule-based Systems: A Critical Reflection, number=abs/1712.00646, journal=The Computing Research Repository  (CoRR), author=Hüllermeier, Eyke, year=2017 
LibreCat: /record/10269

@articleRamaswamy_Bhatnagar_2016, title=Stochastic recursive inclusion in two timescales with an application to the lagrangian dual problem, volume=88, number=8, journal=Stochastics, publisher=Taylor \'26; Francis, author=Ramaswamy, Arunselvan and Bhatnagar, Shalabh, year=2016, pages=1173–1187 
LibreCat: /record/24154

@articleMelnikov_Hüllermeier_Kaimann_Frick_Gupta_2016, title=Pairwise versus Pointwise Ranking: A Case Study, volume=25, DOI=10.4467/20838476si.16.006.6187, journal=Schedae Informaticae, publisher=Uniwersytet Jagiellonski - Wydawnictwo Uniwersytetu Jagiellonskiego, author=Melnikov, Vitalik and Hüllermeier, Eyke and Kaimann, Daniel and Frick, Bernd10.4467/20838476si.16.006.6187__and Gupta,10.4467/20838476si.16.006.6187__Pritha , year=2016 
LibreCat: /record/3318
DOI: 10.4467/20838476si.16.006.6187

@articlePlatenius_Shaker_Becker_Hüllermeier_Schäfer_2016, title=Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic, DOI=10.1109/TSE.2016.2632115, number=8, journal=IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017, publisher=IEEE, author=Platenius, Marie Christin and Shaker, Ammar and Becker, Matthias and Hüllermeier, Eyke and Schäfer, Wilhelm, year=2016, pages=739–759 
LibreCat: /record/190
DOI: 10.1109/TSE.2016.2632115

@inproceedingsMelnikov_Hüllermeier_2016, series=LNCS, title=Learning to Aggregate Using Uninorms, DOI=10.1007/978-3-319-46227-1_47, booktitle=Proceedings of the Joint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD 2016), author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2016, pages=756–771, collection=LNCS 
LibreCat: /record/184
DOI: 10.1007/978-3-319-46227-1_47

@inbookFürnkranz_Hüllermeier_2016, title=Preference Learning, booktitle=Encyclopedia of Machine Learning and Data Mining, publisher=Springer, author=Fürnkranz, J. and Hüllermeier, Eyke, editor=Sammut, C. and Webb, G.I.Editors, year=2016 
LibreCat: /record/10785

@inproceedingsLabreuche_Hüllermeier_Vojtas_Fallah Tehrani_2016, title=On the identifiability of models  in multi-criteria preference learning, booktitle=in Proceedings DPL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, author=Labreuche, C. and Hüllermeier, Eyke and Vojtas, P. and Fallah Tehrani, A., editor=Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 
LibreCat: /record/15400

@inproceedingsSchäfer_Hüllermeier_2016, title=Preference -based reinforcement learning using dyad ranking, booktitle=in Proceedings DPL16 Euro Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn, Germany, author=Schäfer, D. and Hüllermeier, Eyke, editor=Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 
LibreCat: /record/15401

@inproceedingsCouso_Ahmadi Fahandar_Hüllermeier_2016, title=Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators, booktitle=in Proceedings DPL 2016 EURO Mini Conference From Multiple Criteria Decision Aid to Preference Learning, Paderborn Germany, author=Couso, Ines and Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke, editor=Busa-Fekete, R. and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 
LibreCat: /record/15402

@inproceedingsLu_Hüllermeier_2016, title=Support vector classification on noisy data using fuzzy superset losses, booktitle=in Proceedings 26th Workshop Computational Intelligence, Dortmund Germany, publisher=KIT Scientific Publishing, author=Lu, S. and Hüllermeier, Eyke, editor=Hüllermeier, Eyke and Hoffmann, F. and Mikut, R.Editors, year=2016, pages=1–8 
LibreCat: /record/15403

@inproceedingsSchäfer_Hüllermeier_2016, title=Plackett-Luce networks for dyad ranking, booktitle=in Workshop LWDA “Lernen, Wissen, Daten, Analysen” Potsdam, Germany, author=Schäfer, D. and Hüllermeier, Eyke, year=2016 
LibreCat: /record/15404

@inproceedingsPfannschmidt_Hüllermeier_Held_Neiger_2016, title=Evaluating tests in medical  diagnosis-Combining machine learning with game-theoretical concepts, booktitle=In Proceedings IPMU 16th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, publisher=Springer, author=Pfannschmidt, Karlson and Hüllermeier, Eyke and Held, S. and Neiger, R., year=2016, pages=450–461 
LibreCat: /record/15111

@articleLeinweber_Fober_Strickert_Baumgärtner_Klebe_Freisleben_Hüllermeier_2016, title=CavSimBase: A database for large scale comparison of protein binding sites, volume=28, number=6, journal=IEEE Transactions on Knowledge and Data Engineering, author=Leinweber, M. and Fober, T. and Strickert, M. and Baumgärtner, L. and Klebe, G. and Freisleben, B. and Hüllermeier, Eyke, year=2016, pages=1423–1434 
LibreCat: /record/16041

@bookMohr_2016, title=Towards Automated Service Composition Under Quality Constraints, DOI=10.17619/UNIPB/1-171, publisher=Universität Paderborn, author=Mohr, Felix, year=2016 
LibreCat: /record/141
DOI: 10.17619/UNIPB/1-171

@inbookFürnkranz_Hüllermeier_2016, title=Preference Learning, booktitle=Encyclopedia of Machine Learning and Data Mining, publisher=Springer, author=Fürnkranz, J. and Hüllermeier, Eyke, editor=Sammut, C. and Webb, G.I.Editors, year=2016 
LibreCat: /record/10214

@bookHoffmann_Hüllermeier_Mikut_2016, title= Proceedings 26. Workshop Computational Intelligence KIT Scientific Publishing, Karlsruhe, Germany, year=2016 
LibreCat: /record/10221

@inproceedingsJasinska_Dembczynski_Busa-Fekete_Klerx_Hüllermeier_2016, title=Extreme F-measure maximization using sparse probability estimates , booktitle=Proceedings ICML-2016, 33th International Conference on Machine Learning, New York, USA, author=Jasinska, K. and Dembczynski, K. and Busa-Fekete, Robert and Klerx, Timo and Hüllermeier, Eyke, editor=Balcan, M.F. and Weinberger, K.Q.Editors, year=2016 
LibreCat: /record/10222

@inproceedingsMelnikov_Hüllermeier_2016, title=Learning to aggregate using uninorms,  in Proceedings ECML/PKDD-2016, booktitle=European Conference on Machine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy, author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2016, pages=756–771 
LibreCat: /record/10223

@inproceedingsDembczynski_Kotlowski_Waegeman_Busa-Fekete_Hüllermeier_2016, title=Consistency of probalistic classifier trees, booktitle=In Proceedings ECML/PKDD European Conference on Maschine Learning and Knowledge Discovery in Databases, Part II, Riva del Garda, Italy, author=Dembczynski, K. and Kotlowski, W. and Waegeman, W. and Busa-Fekete, Robert and Hüllermeier, Eyke, year=2016, pages=511–526 
LibreCat: /record/10224

@inproceedingsShabani_Paul_Platon_Hüllermeier_2016, title=Predicting the electricity consumption of buildings: An improved CBR approach, booktitle=In Proceedings ICCBR, 24th International Conference on Case-Based Reasoning, Atlanta, GA, USA, author=Shabani, Aulon and Paul, Adil and Platon, R. and Hüllermeier, Eyke, year=2016, pages=356–369 
LibreCat: /record/10225

@inproceedingsPfannschmidt_Hüllermeier_Held_Neiger_2016, title=Evaluating tests in medical  diagnosis-Combining machine learning with game-theoretical concepts, booktitle=In Proceedings IPMU 16th International Conference on Information Processing and Management  of Uncertainty in Knowledge-Based Systems, Part 1, Eindhoven, The Netherlands, publisher=Springer, author=Pfannschmidt, Karlson and Hüllermeier, Eyke and Held, S. and Neiger, R., year=2016, pages=450–461 
LibreCat: /record/10226

@inproceedingsLabreuche_Hüllermeier_Vojtas_Fallah Tehrani_2016, title=On the Identifiability of models in multi-criteria preference learning , booktitle=Proceedings DPL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, author=Labreuche, C. and Hüllermeier, Eyke and Vojtas, P. and Fallah Tehrani, A., editor=Busa-Fekete, Robert and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 
LibreCat: /record/10227

@inproceedingsSchäfer_Hüllermeier_2016, title=Preference-Based Reinforcement Learning Using Dyad Ranking, booktitle=Proceedings DPL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, author=Schäfer, Dirk and Hüllermeier, Eyke, editor=Busa-Fekete, Robert and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 
LibreCat: /record/10228

@inproceedingsCouso_Ahmadi Fahandar_Hüllermeier_2016, title=Statistical Inference for Incomplete Ranking Data: A Comparison of two likelihood-based estimators, booktitle=Proceedings DPL ´2016, Euro Mini Conference from Multiple Criteria Decision Aid to Preference Learning, author=Couso, Ines and Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke, editor=Busa-Fekete, Robert and Hüllermeier, Eyke and Mousseau, V. and Pfannschmidt, KarlsonEditors, year=2016 
LibreCat: /record/10229

@inproceedingsLu_Hüllermeier_2016, title=Support vector classification on noisy data using fuzzy supersets losses, booktitle=Proceedings 26. Workshop Computational Intelligence, KIT Scientific Publishing, author=Lu, S. and Hüllermeier, Eyke, editor=Hoffmann, F. and Hüllermeier, Eyke and Mikut, R.Editors, year=2016, pages=1–8 
LibreCat: /record/10230

@inproceedingsSchäfer_Hüllermeier_2016, title=Plackett-Luce networks for dyad ranking, booktitle=In Workshop LWDA “Lernen, Wissen, Daten, Analysen”, author=Schäfer, Dirk and Hüllermeier, Eyke, year=2016 
LibreCat: /record/10231

@bookKaminka_Fox_Bouquet_Hüllermeier_Dignum_Dignum_van Harmelen_2016, place=The Hague, The Netherlands, series=Frontiers in Artificial Intelligence and Applications, The Hague, The Netherlands, title=ECAI 2016, 22nd European Conference on Artificial Intelligence, including PAIS 2016, Prestigious Applications of Artificial Intelligence, volume=285, publisher=IOS Press, year=2016, collection=Frontiers in Artificial Intelligence and Applications, The Hague, The Netherlands 
LibreCat: /record/10263

@articleLeinweber_Fober_Strickert_Baumgärtner_Klebe_Freisleben_Hüllermeier_2016, title=CavSimBase: A database for large scale comparison of protein binding sites, volume=28, number=6, journal=IEEE Transactions on Knowledge and Data Engineering, author=Leinweber, M. and Fober, T. and Strickert, M. and Baumgärtner, L. and Klebe, G. and Freisleben, B. and Hüllermeier, Eyke, year=2016, pages=1423–1434 
LibreCat: /record/10264

@articleRiemenschneider_Senge_Neumann_Hüllermeier_Heider_2016, title=Exploiting HIV-1 protease and reverse transcriptase cross-resistance information for improved drug resistance prediction by means of multi-label classification, volume=9, number=10, journal=BioData Mining, author=Riemenschneider, M. and Senge, Robin and Neumann, U. and Hüllermeier, Eyke and Heider, D., year=2016 
LibreCat: /record/10266

@inproceedingsArifulina_Platenius_Mohr_Engels_Schäfer_2015, title=Market-Specific Service Compositions: Specification and Matching, DOI=10.1109/SERVICES.2015.58, booktitle=Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet, author=Arifulina, Svetlana and Platenius, Marie Christin and Mohr, Felix and Engels, Gregor and Schäfer, Wilhelm, year=2015, pages=333--340 
LibreCat: /record/280
DOI: 10.1109/SERVICES.2015.58

@articleJungmann_Mohr_2015, title=An approach towards adaptive service composition in markets of composed services, DOI=10.1186/s13174-015-0022-8, number=1, journal=Journal of Internet Services and Applications, publisher=Springer, author=Jungmann, Alexander and Mohr, Felix, year=2015, pages=1–18 
LibreCat: /record/323
DOI: 10.1186/s13174-015-0022-8

@inproceedingsMohr_2015, series=LNCS, title=A Metric for Functional Reusability of Services, DOI=10.1007/978-3-319-14130-5_21, booktitle=Proceedings of the 14th International Conference on Software Reuse (ICSR), author=Mohr, Felix, year=2015, pages=298--313, collection=LNCS 
LibreCat: /record/324
DOI: 10.1007/978-3-319-14130-5_21

@inproceedingsMohr_Jungmann_Kleine Büning_2015, title=Automated Online Service Composition, DOI=10.1109/SCC.2015.18, booktitle=Proceedings of the 12th IEEE International Conference on Services Computing (SCC), author=Mohr, Felix and Jungmann, Alexander and Kleine Büning, Hans, year=2015, pages=57--64 
LibreCat: /record/319
DOI: 10.1109/SCC.2015.18

@articleSenge_Hüllermeier_2015, title=Fast Fuzzy Pattern Tree Learning for Classification, volume=23, DOI=10.1109/tfuzz.2015.2396078, number=6, journal=IEEE Transactions on Fuzzy Systems, publisher=Institute of Electrical and Electronics Engineers (IEEE), author=Senge, Robin and Hüllermeier, Eyke, year=2015, pages=2024–2033 
LibreCat: /record/4792
DOI: 10.1109/tfuzz.2015.2396078

@inproceedingsSchäfer_Hüllermeier_2015, title=Preference-based meta-learning using dyad ranking: Recommending algorithms in cold-start situations, booktitle=in Proceedings of the 2015 international Workshop on Meta-Learning and Algorithm Selection co-located ECML/PKDD, Porto, Portugal, author=Schäfer, D. and Hüllermeier, Eyke, year=2015, pages=110–111 
LibreCat: /record/15406

@inproceedingsPaul_Hüllermeier_2015, title=A cbr approach to the angry birds game, booktitle=In Workshop Proceedings from ICCBR, 23rd International Conference on Case-Based Reasoning, Frankfurt, Germany, author=Paul, Adil and Hüllermeier, Eyke, year=2015, pages=68–77 
LibreCat: /record/15749

@inproceedingsEwerth_Balz_Gehlhaar_Dembczynski_Hüllermeier_2015, title=Depth estimation in monocular images: Quantitative versus qualitative approaches, booktitle=In Proceedings 25. Workshop Computational Intelligence, Dortmund, Germany, publisher=KIT Scientific Publishing, author=Ewerth, R. and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke, editor=Hoffmann, F. and Hüllermeier, EykeEditors, year=2015, pages=235–240 
LibreCat: /record/15750

@inproceedingsLu_Hüllermeier_2015, title=Locally weighted regression through data imprecisiation, booktitle=in Proceedings 25th Workshop Computational Intelligence, Dortmund Germany, publisher=KIT Scientific Publishing, author=Lu, S. and Hüllermeier, Eyke, editor=Hoffmann, F. and Hüllermeier, EykeEditors, year=2015, pages=97–104 
LibreCat: /record/15751

@articleSenge_Hüllermeier_2015, title=Fast fuzzy pattern tree learning for classification , volume=23, number=6, journal=IEEE Transactions on Fuzzy Systems, author=Senge, Robin and Hüllermeier, Eyke, year=2015, pages=2024–2033 
LibreCat: /record/16049

@articleHüllermeier_2015, title=From knowledge-based to data driven fuzzy modeling: Development, criticism and alternative directions, volume=38, number=6, journal=Informatik Spektrum, author=Hüllermeier, Eyke, year=2015, pages=500–509 
LibreCat: /record/16051

@articleHüllermeier_2015, title=Does machine learning need fuzzy logic?, volume=281, journal=Fuzzy Sets and Systems, author=Hüllermeier, Eyke, year=2015, pages=292–299 
LibreCat: /record/16053

@articleWaegeman_Dembczynski_Jachnik_Cheng_Hüllermeier_2015, title=On the Bayes-optimality of F-measure maximizers, volume=15, journal=Journal of Machine Learning Research, author=Waegeman, W. and Dembczynski, K. and Jachnik, A. and Cheng, W. and Hüllermeier, Eyke, year=2015, pages=3313–3368 
LibreCat: /record/16058

@articleShaker_Hüllermeier_2015, title=Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study, volume=150, journal=Neurocomputing, author=Shaker, A. and Hüllermeier, Eyke, year=2015, pages=250–264 
LibreCat: /record/16067

@inproceedingsHüllermeier_Minor_2015, title=Case-Based Reasoning Research and Development , booktitle=in Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015) LNAI 9343, publisher=Springer, author=Hüllermeier, Eyke and Minor, M., year=2015 
LibreCat: /record/10234

@inproceedingsHoffmann_Hüllermeier_2015, title=Proceedings 25. Workshop Computational Intelligence KIT Scientific Publishing, author=Hoffmann, F. and Hüllermeier, Eyke, year=2015 
LibreCat: /record/10235

@inproceedingsAbdel-Aziz_Hüllermeier_2015, title=Case Base Maintenance in Preference-Based CBR, booktitle=In Proceedings 23rd International Conference on Case-Based Reasoning (ICCBR 2015), author=Abdel-Aziz, A. and Hüllermeier, Eyke, year=2015, pages=1–14 
LibreCat: /record/10236

@inproceedingsSzörényi_Busa-Fekete_Weng_Hüllermeier_2015, title=Qualitative Multi-Armed Bandits: A Quantile-Based Approach, booktitle=In Proceedings International Conference on Machine Learning (ICML 2015), author=Szörényi, B. and Busa-Fekete, Robert and Weng, P. and Hüllermeier, Eyke, year=2015, pages=1660–1668 
LibreCat: /record/10237

@inproceedingsSchäfer_Hüllermeier_2015, title=Dyad Ranking Using A Bilinear Plackett-Luce Model, booktitle=in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), author=Schäfer, Dirk and Hüllermeier, Eyke, year=2015, pages=227–242 
LibreCat: /record/10238

@inproceedingsHüllermeier_Cheng_2015, title=Superset Learning Based on Generalized Loss Minimization , booktitle=in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), author=Hüllermeier, Eyke and Cheng, W., year=2015, pages=260–275 
LibreCat: /record/10239

@inproceedingsHenzgen_Hüllermeier_2015, title=Weighted Rank Correlationf: A Flexible Approach Based on Fuzzy Order Relations, booktitle=in Proceedings European Conference on Machine Learning and Knowledge Discovery in Databases (ECML/PKDD), author=Henzgen, Sascha and Hüllermeier, Eyke, year=2015, pages=422–437 
LibreCat: /record/10240

@inproceedingsSzörényi_Busa-Fekete_Paul_Hüllermeier_2015, title=Online Rank Elicitation for Plackett-Luce: A Dueling Bandits Approach, booktitle=in Advances in Neural Information Processing Systems 28 (NIPS 2015), author=Szörényi, B. and Busa-Fekete, Robert and Paul, Adil and Hüllermeier, Eyke, year=2015, pages=604–612 
LibreCat: /record/10241

@inproceedingsSzörényi_Busa-Fekete_Dembczynski_Hüllermeier_2015, title=Online F-Measure Optimization, booktitle=in Advances in Neural Information Processing Systems 28 (NIPS 2015), author=Szörényi, B. and Busa-Fekete, Robert and Dembczynski, K. and Hüllermeier, Eyke, year=2015, pages=595–603 
LibreCat: /record/10242

@inproceedingsEl Mesaoudi-Paul_Hüllermeier_2015, title=A CBR Approach to the Angry Birds Game, booktitle=in Workshop Proc. 23rd International Conference on Case-Based Reasoning (ICCBR 2015), author=El Mesaoudi-Paul, Adil and Hüllermeier, Eyke, year=2015, pages=68–77 
LibreCat: /record/10243

@inproceedingsSchäfer_Hüllermeier_2015, title=Preference-Based Meta- Learning Using Dyad Ranking: Recommending Algorithms in Cold-Start Situations, booktitle=in Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection (MetaSel@PKDD/ECML), author=Schäfer, Dirk and Hüllermeier, Eyke, year=2015, pages=110–111 
LibreCat: /record/10244

@inproceedingsLu_Hüllermeier_2015, title=Locally weighted regression through data imprecisiation, booktitle=Proceedings 25. Workshop Computational Intelligence, author=Lu, S. and Hüllermeier, Eyke, year=2015, pages=97–104 
LibreCat: /record/10245

@inproceedingsEwerth_Balz_Gehlhaar_Dembczynski_Hüllermeier_2015, title=Depth estimation in monocular images: Quantitative versus qualitative approaches, booktitle=Proceedings 25. Workshop Computational Intelligence, author=Ewerth, Ralph and Balz, A. and Gehlhaar, J. and Dembczynski, K. and Hüllermeier, Eyke, year=2015, pages=235–240 
LibreCat: /record/10246

@articleWaegeman_Dembczynski_Jachnik_Cheng_Hüllermeier_2015, title=On the Bayes-Optimality of F-Measure Maximizers, volume=15, journal=in Journal of Machine Learning Research, author=Waegeman, W. and Dembczynski, K. and Jachnik, A. and Cheng, W. and Hüllermeier, Eyke, year=2015, pages=3333–3388 
LibreCat: /record/10319

@articleHüllermeier_2015, title=Does machine learning need fuzzy logic?, volume=281, journal=Fuzzy Sets and Systems, author=Hüllermeier, Eyke, year=2015, pages=292–299 
LibreCat: /record/10320

@articleShaker_Hüllermeier_2015, title=Recovery analysis for adaptive learning from non-stationary data streams: Experimental design and case study, volume=150, journal=Neurocomputing, author=Shaker, Ammar and Hüllermeier, Eyke, year=2015, pages=250–264 
LibreCat: /record/10321

@articleHüllermeier_2015, title=From Knowledge-based to Data-driven fuzzy modeling-Development, criticism and alternative directions, volume=38, number=6, journal=Informatik Spektrum, author=Hüllermeier, Eyke, year=2015, pages=500–509 
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@articleGarcia-Jimenez_Bustince_Hüllermeier_Mesiar_Pal_Pradera_2015, title=Overlap Indices: Construction of and Application of Interpolative Fuzzy Systems, volume=23, number=4, journal=IEEE Transactions on Fuzzy Systems, author=Garcia-Jimenez, S. and Bustince, U. and Hüllermeier, Eyke and Mesiar, R. and Pal, N.R. and Pradera, A., year=2015, pages=1259–1273 
LibreCat: /record/10323

@articleSenge_Hüllermeier_2015, title=Fast Fuzzy Pattern Tree Learning of Classification, volume=23, number=6, journal=IEEE Transactions on Fuzzy Systems, author=Senge, Robin and Hüllermeier, Eyke, year=2015, pages=2024–2033 
LibreCat: /record/10324

@articleBasavaraju_Chandran_Rajendraprasad_Ramaswamy_2014, title=Rainbow connection number of graph power and graph products, volume=30, number=6, journal=Graphs and Combinatorics, publisher=Springer, author=Basavaraju, Manu and Chandran, L Sunil and Rajendraprasad, Deepak and Ramaswamy, Arunselvan, year=2014, pages=1363–1382 
LibreCat: /record/24155

@articleBasavaraju_Chandran_Rajendraprasad_Ramaswamy_2014, title=Rainbow connection number and radius, volume=30, number=2, journal=Graphs and Combinatorics, publisher=Springer, author=Basavaraju, Manu and Chandran, L Sunil and Rajendraprasad, Deepak and Ramaswamy, Arunselvan, year=2014, pages=275–285 
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@inproceedingsMohr_Walther_2014, series=LNCS, title=Template-based Generation of Semantic Services, DOI=10.1007/978-3-319-14130-5_14, booktitle=Proceedings of the 14th International Conference on Software Reuse (ICSR), author=Mohr, Felix and Walther, Sven, year=2014, pages=188–203, collection=LNCS 
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DOI: 10.1007/978-3-319-14130-5_14

@inproceedingsJungmann_Mohr_Kleinjohann_2014, title=Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services, DOI=10.1109/SERVICES.2014.68, booktitle=Proceedings of the 10th World Congress on Services (SERVICES), author=Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd, year=2014, pages=346–353 
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DOI: 10.1109/SERVICES.2014.68

@inproceedingsJungmann_Mohr_Kleinjohann_2014, title=Applying Reinforcement Learning for Resolving Ambiguity in Service Composition, DOI=10.1109/SOCA.2014.48, booktitle=Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), author=Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd , year=2014, pages=105–112 
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DOI: 10.1109/SOCA.2014.48

@inproceedingsMohr_2014, series=LNCS, title=Estimating Functional Reusability of Services, booktitle=Proceedings of the 12th International Conference on Service Oriented Computing (ICSOC), author=Mohr, Felix, year=2014, pages=411–418, collection=LNCS 
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@articleAgarwal_Fallah Tehrani_Hüllermeier_2014, title=Preference-based learning of ideal solutions in TOPSIS-like decision models, volume=22, number=3–4, journal=Journal of Multi-Criteria Decision Analysis, author=Agarwal, M. and Fallah Tehrani, A. and Hüllermeier, Eyke, year=2014 
LibreCat: /record/16046

@articleKrotzky_Fober_Hüllermeier_Klebe_2014, title=Extended graph-based models for enhanced similarity search in Cabase, volume=11, number=5, journal=IEEE/ACM Transactions of Computational Biology and Bioinformatics, author=Krotzky, T. and Fober, T. and Hüllermeier, Eyke and Klebe, G., year=2014, pages=878–890 
LibreCat: /record/16060

@articleHüllermeier_2014, title=Learning from imprecise and fuzzy observations: Data disambiguation through generalized loss minimization, volume=55, number=7, journal=International Journal of Approximate Reasoning, author=Hüllermeier, Eyke, year=2014, pages=1519–1534 
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@articleHenzgen_Strickert_Hüllermeier_2014, title=Visualization of evolving fuzzy-rule-based systems, volume=5, journal=Evolving Systems, author=Henzgen, Sascha and Strickert, M. and Hüllermeier, Eyke, year=2014, pages=175–191 
LibreCat: /record/16069

@articleBusa-Fekete_Szörenyi_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 Szörenyi, B. and Weng, P. and Cheng, W. and Hüllermeier, Eyke, year=2014, pages=327–351 
LibreCat: /record/16077

@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, A. and Sievi, S. and Spiliopoulou, M. and et al., year=2014, pages=1–10 
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@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/16079

@articleShaker_Hüllermeier_2014, title=Survival analysis on data streams: Analyzing temporal events in dynamically changing environments, volume=24, number=1, journal=International Journal of Applied Mathematics and Computer Science, author=Shaker, Ammar and Hüllermeier, Eyke, year=2014, pages=199–212 
LibreCat: /record/16080

@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