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2188 Publications
2019 | Journal Article | LibreCat-ID: 15001
@article{Couso_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} }
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| DOI
2019 | Journal Article | LibreCat-ID: 15002 | 
@article{Waegeman_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} }
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2019 | Conference Paper | LibreCat-ID: 15003
@inproceedings{Mortier_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
2019 | Book Chapter | LibreCat-ID: 15004
@inbook{Ahmadi 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} }
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2019 | Book Chapter | LibreCat-ID: 15005
@inbook{Ahmadi 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} }
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2019 | Conference Paper | LibreCat-ID: 15007 |
@inproceedings{Melnikov_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} }
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2019 | Conference Paper | LibreCat-ID: 15013
@inproceedings{Brinker_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} }
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2019 | Conference Paper | LibreCat-ID: 15014
@inproceedings{Hüllermeier_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
2019 | Book Chapter | LibreCat-ID: 16251
@inbook{Müller_2019, title={Structuring Unstructured Data—Or: How Machine Learning Can Make You a Wine Sommelier}, DOI={10.1007/978-3-030-06234-7_29}, booktitle={The Art of Structuring}, author={Müller, Oliver}, year={2019} }
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2019 | Preprint | LibreCat-ID: 16341 |
@article{Brandt_Jähn_Fischer_Meyer auf der Heide_2019, title={Rendering of Complex Heterogenous Scenes using Progressive Blue Surfels}, journal={arXiv:1904.08225}, author={Brandt, Sascha and Jähn, Claudius and Fischer, Matthias and Meyer auf der Heide, Friedhelm}, year={2019} }
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| arXiv
2019 | Mastersthesis | LibreCat-ID: 14546
@book{Hansmeier_2019, title={Autonomous Operation of High-Performance Compute Nodes through Self-Awareness and Learning Classifiers}, publisher={Universität Paderborn}, author={Hansmeier, Tim}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 13107
@inproceedings{Schumacher_Rezat, place={Utrecht, the Netherlands}, title={A Hypothetical Learning Trajectory for the Learning of the Rules for Manipulating Integers}, booktitle={Proceedings of the Eleventh Congress of the European Society for Research in Mathematics Education (CERME11, February 6 – 10, 2019)}, publisher={Freudenthal Group & Freudenthal Institute, Utrecht University and ERME}, author={Schumacher, Jan and Rezat, Sebastian}, editor={Jankvist, Uffe Thomas and Van den Heuvel-Panhuizen, Marja and Veldhuis, MichielEditors} }
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2019 | Conference Abstract | LibreCat-ID: 13132
@inproceedings{Mohr_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
2019 | Conference Paper | LibreCat-ID: 13250
@inproceedings{Ansótegui_Heymann_Pon_Sellmann_Tierney_2019, place={Cham}, title={Hyper-Reactive Tabu Search for MaxSAT}, DOI={10.1007/978-3-030-05348-2_27}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Ansótegui, Carlos and Heymann, Britta and Pon, Josep and Sellmann, Meinolf and Tierney, Kevin}, year={2019}, pages={309–325} }
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| DOI
2019 | Conference Paper | LibreCat-ID: 13271 |
@inproceedings{von Neumann_Kinoshita_Delcroix_Araki_Nakatani_Haeb-Umbach_2019, title={All-neural Online Source Separation, Counting, and Diarization for Meeting Analysis}, booktitle={ICASSP 2019, Brighton, UK}, author={von Neumann, Thilo and Kinoshita, Keisuke and Delcroix, Marc and Araki, Shoko and Nakatani, Tomohiro and Haeb-Umbach, Reinhold}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 13442
@inproceedings{Manavi_Kenig_2019, place={Eindhoven, Netherlands}, title={Numerical Simulation of Forced Convection in a Microchannel with Realistic Roughness of 3D Printed Surface}, DOI={10.1016/b978-0-12-818634-3.50138-7}, booktitle={Computer Aided Chemical Engineering}, publisher={29th European Symposium on Computer Aided Process Engineering}, author={Manavi, Seyed Alborz and Kenig, Eugeny}, year={2019} }
LibreCat
| DOI
2019 | Conference Paper | LibreCat-ID: 13443 |
@inproceedings{Redder_Ramaswamy_Quevedo_2019, title={Deep reinforcement learning for scheduling in large-scale networked control systems}, booktitle={Proceedings of the 8th IFAC Workshop on Distributed Estimation and Control in Networked Systems}, author={Redder, Adrian and Ramaswamy, Arunselvan and Quevedo, Daniel}, year={2019} }
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2019 | Conference Paper | LibreCat-ID: 10093
@inproceedings{Beyer_Jakobs_Lemberger_Wehrheim_2019, series={LNI}, title={Combining Verifiers in Conditional Model Checking via Reducers}, volume={P-292}, DOI={10.18420/se2019-46}, booktitle={Software Engineering and Software Management (SE/SWM 2019), Stuttgart, Germany, February 18-22, 2019}, publisher={GI}, author={Beyer, Dirk and Jakobs, Marie-Christine and Lemberger, Thomas and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={151--152}, collection={LNI} }
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2019 | Conference Paper | LibreCat-ID: 10094
@inproceedings{Sharma_Wehrheim_2019, series={{LNI}}, title={Testing Balancedness of ML Algorithms}, volume={{P-292}}, DOI={10.18420/se2019-48}, booktitle={Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019}, publisher={{GI}}, author={Sharma, Arnab and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={157–158}, collection={{LNI}} }
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| DOI
2019 | Conference Paper | LibreCat-ID: 10232 |
@inproceedings{Wever_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} }
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