@articleBengs_Holzmann_2019, title=Uniform approximation in classical weak convergence theory, journal=arXiv:1903.09864, author=Bengs, Viktor and Holzmann, Hajo, year=2019 
LibreCat: /record/18018

@inproceedingsWever_Mohr_Hüllermeier_Hetzer_2019, title=Towards Automated Machine Learning for Multi-Label Classification, author=Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke and Hetzer, Alexander, year=2019 
LibreCat: /record/8868

@articleTagne_Fotso_Fono_Hüllermeier_2019, title=Choice Functions Generated by Mallows and Plackett–Luce Relations, volume=15, number=2, journal=New Mathematics and Natural Computation, author=Tagne, V. K. and Fotso, S. and Fono, L. A.  and Hüllermeier, Eyke, year=2019, pages=191–213 
LibreCat: /record/10578

@articleCouso_Borgelt_Hüllermeier_Kruse_2019, title=Fuzzy Sets in Data Analysis: From Statistical Foundations to Machine Learning, DOI=10.1109/mci.2018.2881642, journal=IEEE Computational Intelligence Magazine, author=Couso, Ines and Borgelt, Christian and Hüllermeier, Eyke and Kruse, Rudolf, year=2019, pages=31–44 
LibreCat: /record/15001
DOI: 10.1109/mci.2018.2881642

@articleWaegeman_Dembczynski_Hüllermeier_2019, title=Multi-target prediction: a unifying view on problems and methods, volume=33, DOI=10.1007/s10618-018-0595-5, number=2, journal=Data Mining and Knowledge Discovery, author=Waegeman, Willem and Dembczynski, Krzysztof and Hüllermeier, Eyke, year=2019, pages=293–324 
LibreCat: /record/15002
DOI: 10.1007/s10618-018-0595-5

@inproceedingsMortier_Wydmuch_Dembczynski_Hüllermeier_Waegeman_2019, title=Set-Valued Prediction in Multi-Class Classification, booktitle=Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), Brussels, Belgium, November 6-8, 2019, author=Mortier, Thomas and Wydmuch, Marek and Dembczynski, Krzysztof and Hüllermeier, Eyke and Waegeman, Willem, year=2019 
LibreCat: /record/15003

@inbookAhmadi Fahandar_Hüllermeier_2019, place=Cham, title=Feature Selection for Analogy-Based Learning to Rank, DOI=10.1007/978-3-030-33778-0_22, booktitle=Discovery Science, author=Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke, year=2019 
LibreCat: /record/15004
DOI: 10.1007/978-3-030-33778-0_22

@inbookAhmadi Fahandar_Hüllermeier_2019, place=Cham, title=Analogy-Based Preference Learning with Kernels, DOI=10.1007/978-3-030-30179-8_3, booktitle=KI 2019: Advances in Artificial Intelligence, author=Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke, year=2019 
LibreCat: /record/15005
DOI: 10.1007/978-3-030-30179-8_3

@inbookNguyen_Destercke_Hüllermeier_2019, place=Cham, title=Epistemic Uncertainty Sampling, DOI=10.1007/978-3-030-33778-0_7, booktitle=Discovery Science, author=Nguyen, Vu-Linh and Destercke, Sébastien and Hüllermeier, Eyke, year=2019 
LibreCat: /record/15006
DOI: 10.1007/978-3-030-33778-0_7

@inproceedingsMelnikov_Hüllermeier_2019, title=Learning to Aggregate: Tackling the Aggregation/Disaggregation Problem for OWA, DOI=10.1016/j.jmva.2019.02.017, booktitle=Proceedings ACML, Asian Conference on Machine Learning (Proceedings of Machine Learning Research, 101), author=Melnikov, Vitaly and Hüllermeier, Eyke, year=2019 
LibreCat: /record/15007
DOI: 10.1016/j.jmva.2019.02.017

@inproceedingsEpple_Dari_Drees_Protschky_Riener_2019, title=Influence of Cruise Control on Driver Guidance - a Comparison between System Generations and Countries, DOI=10.1109/ivs.2019.8814100, booktitle=2019 IEEE Intelligent Vehicles Symposium (IV), author=Epple, Nico and Dari, Simone and Drees, Ludwig and Protschky, Valentin and Riener, Andreas, year=2019 
LibreCat: /record/15009
DOI: 10.1109/ivs.2019.8814100

@inproceedingsTornede_Wever_Hüllermeier_2019, title=Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking, booktitle=Proceedings - 29. Workshop Computational Intelligence, Dortmund, 28. - 29. November 2019, publisher=KIT Scientific Publishing, Karlsruhe, author=Tornede, Alexander and Wever, Marcel Dominik and Hüllermeier, Eyke, editor=Hoffmann, Frank and Hüllermeier, Eyke and Mikut, RalfEditors, year=2019, pages=135–146 
LibreCat: /record/15011

@inproceedingsBrinker_Hüllermeier_2019, place=Würzburg, Germany, title=A Reduction of Label Ranking to Multiclass Classification, booktitle=Proceedings ECML/PKDD, European Conference on Machine Learning and Knowledge Discovery in Databases, author=Brinker, Klaus and Hüllermeier, Eyke, year=2019 
LibreCat: /record/15013

@inproceedingsHüllermeier_Couso_Diestercke_2019, title=Learning from Imprecise Data: Adjustments of Optimistic and Pessimistic Variants, booktitle=Proceedings SUM 2019, International Conference on Scalable Uncertainty Management, author=Hüllermeier, Eyke and Couso, Ines and Diestercke, Sebastian, year=2019 
LibreCat: /record/15014

@articleHenzgen_Hüllermeier_2019, title=Mining Rank Data, DOI=10.1145/3363572, journal=ACM Transactions on Knowledge Discovery from Data, author=Henzgen, Sascha and Hüllermeier, Eyke, year=2019, pages=1–36 
LibreCat: /record/15015
DOI: 10.1145/3363572

@articleBengs_Eulert_Holzmann_2019, title=Asymptotic confidence sets for the jump curve in bivariate regression problems, DOI=10.1016/j.jmva.2019.02.017, journal=Journal of Multivariate Analysis, author=Bengs, Viktor and Eulert, Matthias and Holzmann, Hajo, year=2019, pages=291–312 
LibreCat: /record/14027
DOI: 10.1016/j.jmva.2019.02.017

@articleBengs_Holzmann_2019, title=Adaptive confidence sets for kink estimation, DOI=10.1214/19-ejs1555, journal=Electronic Journal of Statistics, author=Bengs, Viktor and Holzmann, Hajo, year=2019, pages=1523–1579 
LibreCat: /record/14028
DOI: 10.1214/19-ejs1555

@inproceedingsMohr_Wever_Tornede_Hüllermeier_2019, place=Bonn, series=INFORMATIK 2019, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik, title=From Automated to On-The-Fly Machine Learning, booktitle=INFORMATIK 2019: 50 Jahre Gesellschaft für Informatik – Informatik für Gesellschaft, publisher=Gesellschaft für Informatik e.V., author=Mohr, Felix and Wever, Marcel Dominik and Tornede, Alexander and Hüllermeier, Eyke, year=2019, pages=273–274, collection=INFORMATIK 2019, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik 
LibreCat: /record/13132

@inproceedingsWever_Mohr_Tornede_Hüllermeier_2019, title=Automating Multi-Label Classification Extending ML-Plan, author=Wever, Marcel Dominik and Mohr, Felix and Tornede, Alexander and Hüllermeier, Eyke, year=2019 
LibreCat: /record/10232

@articleRohlfing_Leonardi_Nomikou_Rczaszek-Leonardi_Hüllermeier_2019, title=Multimodal Turn-Taking: Motivations, Methodological Challenges, and Novel Approaches, DOI=10.1109/TCDS.2019.2892991, journal=IEEE Transactions on Cognitive and Developmental Systems, author=Rohlfing, Katharina and Leonardi, Giuseppe and Nomikou, Iris and Rczaszek-Leonardi, Joanna and Hüllermeier, Eyke, year=2019 
LibreCat: /record/20243
DOI: 10.1109/TCDS.2019.2892991