Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).

We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.

124 Publications


2018 | Conference Paper | LibreCat-ID: 10149
@inproceedings{Hesse_Timmermann_Hüllermeier_Trächtler_2018, title={A Reinforcement Learning Strategy for the Swing-Up of the Double Pendulum on a Cart}, booktitle={Proc. 4th Int. Conference on System-Integrated Intelligence: Intelligent, Flexible and Connected Systems in Products and Production, Procedia Manufacturing 24}, author={Hesse, M. and Timmermann, J. and Hüllermeier, Eyke and Trächtler, Ansgar}, year={2018}, pages={15–20} }
LibreCat
 

2018 | Journal Article | LibreCat-ID: 10276
@article{Schäfer_Hüllermeier_2018, title={Dyad Ranking Using Plackett-Luce Models based on joint feature representations}, volume={107}, number={5}, journal={Machine Learning}, author={Schäfer, Dirk and Hüllermeier, Eyke}, year={2018}, pages={903–941} }
LibreCat
 

2018 | Journal Article | LibreCat-ID: 3402
@article{Melnikov_Hüllermeier_2018, title={On the effectiveness of heuristics for learning nested dichotomies: an empirical analysis}, DOI={10.1007/s10994-018-5733-1}, journal={Machine Learning}, author={Melnikov, Vitalik and Hüllermeier, Eyke}, year={2018} }
LibreCat | Files available | DOI
 

2018 | Bachelorsthesis | LibreCat-ID: 5693
@book{Graf_2018, title={Ranking of Classification Algorithms in AutoML}, author={Graf, Helena}, year={2018} }
LibreCat
 

2018 | Journal Article | LibreCat-ID: 3510
@article{Mohr_Wever_Hüllermeier_2018, title={ML-Plan: Automated Machine Learning via Hierarchical Planning}, DOI={10.1007/s10994-018-5735-z}, journal={Machine Learning}, publisher={Springer}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2018} }
LibreCat | Files available | DOI | Download (ext.)
 

2018 | Conference Abstract | LibreCat-ID: 1379
@inproceedings{Seemann_Geierhos_Merten_Tophinke_Wever_Hüllermeier_2018, title={Supporting the Cognitive Process in Annotation Tasks}, booktitle={Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft}, author={Seemann, Nina and Geierhos, Michaela and Merten, Marie-Luis and Tophinke, Doris and Wever, Marcel Dominik and Hüllermeier, Eyke}, editor={Eckart, Kerstin and Schlechtweg, Dominik Editors}, year={2018} }
LibreCat | Files available | Download (ext.)
 

2018 | Conference Paper | LibreCat-ID: 10152
@inproceedings{Mohr_Wever_Hüllermeier_2018, title={On-the-Fly Service Construction with Prototypes}, booktitle={Proc. 15th Int. Conference on Services Computing (SCC)}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2018}, pages={225–232} }
LibreCat
 

2018 | Conference Paper | LibreCat-ID: 10188
@inproceedings{Wever_Mohr_Hüllermeier_2018, title={Ensembles of evolved nested dichotomies for classificaton}, booktitle={Proc. Genetic and Evolutionary Computation Conference (GECCO)}, author={Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018}, pages={561–568} }
LibreCat
 

2018 | Conference Paper | LibreCat-ID: 10145
@inproceedings{Ahmadi Fahandar_Hüllermeier_2018, title={Learning to Rank Based on Analogical Reasoning}, booktitle={Proc. 32 nd AAAI Conference on Artificial Intelligence (AAAI)}, author={Ahmadi Fahandar, Mohsen and Hüllermeier, Eyke}, year={2018}, pages={2951–2958} }
LibreCat
 

2017 | Bachelorsthesis | LibreCat-ID: 5694
@book{Schnitker_2017, title={Genetischer Algorithmus zur Erstellung von Ensembles von Nested Dichotomies}, author={Schnitker, Nino Noel}, year={2017} }
LibreCat
 

2017 | Conference Paper | LibreCat-ID: 1180
@inproceedings{Wever_Mohr_Hüllermeier_2017, place={Dortmund}, title={Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization}, booktitle={27th Workshop Computational Intelligence}, author={Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2017} }
LibreCat | Files available | Download (ext.)
 

2017 | Conference Paper | LibreCat-ID: 10204
@inproceedings{Ewerth_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
 

2017 | Conference Paper | LibreCat-ID: 10216
@inproceedings{Shaker_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
 

2017 | Conference Paper | LibreCat-ID: 10209
@inproceedings{Ahmadi 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
 

2017 | Conference Abstract | LibreCat-ID: 5722
@inproceedings{Gupta_Hetzer_Tornede_Gottschalk_Kornelsen_Osterbrink_Pfannschmidt_Hüllermeier_2017, title={jPL: A Java-based Software Framework for Preference Learning}, author={Gupta, Pritha and Hetzer, Alexander and Tornede, Tanja and Gottschalk, Sebastian and Kornelsen, Andreas and Osterbrink, Sebastian and Pfannschmidt, Karlson and Hüllermeier, Eyke}, year={2017} }
LibreCat
 

2017 | Conference Paper | LibreCat-ID: 10111
@inproceedings{Mohr_Lettmann_Hüllermeier_2017, series={Lecture Notes in Computer Science}, title={Planning with Independent Task Networks.}, volume={10505}, booktitle={Proceedings of the 40th Annual German Conference on AI (KI 2017)}, publisher={Springer}, author={Mohr, Felix and Lettmann, Theodor and Hüllermeier, Eyke}, year={2017}, pages={193–206}, collection={Lecture Notes in Computer Science} }
LibreCat
 

2017 | Conference Paper | LibreCat-ID: 10205
@inproceedings{Ahmadi 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
 

2017 | Conference Paper | LibreCat-ID: 10212
@inproceedings{Hoffmann_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
 

2017 | Journal Article | LibreCat-ID: 10267
@article{Bräuning_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
 

2017 | Encyclopedia Article | LibreCat-ID: 10589
@inbook{Fürnkranz_Hüllermeier_2017, title={Preference Learning}, booktitle={Encyclopedia of Machine Learning and Data Mining}, author={Fürnkranz, J. and Hüllermeier, Eyke}, year={2017}, pages={1000–1005} }
LibreCat
 

Filters and Search Terms

department=355

Search

Filter Publications

Display / Sort

Citation Style: BibTeX

Export / Embed