@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