23 Publications

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[23]
2019 | Conference Paper | LibreCat-ID: 10232
Wever, Marcel Dominik, Felix Mohr, Alexander Tornede, and Eyke Hüllermeier. “Automating Multi-Label Classification Extending ML-Plan,” 2019.
LibreCat | Files available
 
[22]
2019 | Conference Abstract | LibreCat-ID: 8956
Hetzer, Alexander, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking,” 2019.
LibreCat | Files available
 
[21]
2019 | Conference Abstract | LibreCat-ID: 8868
Wever, Marcel Dominik, Felix Mohr, Eyke Hüllermeier, and Alexander Hetzer. “Towards Automated Machine Learning for Multi-Label Classification,” 2019.
LibreCat | Files available
 
[20]
2018 | Conference Paper | LibreCat-ID: 3852
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “ML-Plan for Unlimited-Length Machine Learning Pipelines.” In ICML 2018 AutoML Workshop, 2018.
LibreCat | Files available | Download (ext.)
 
[19]
2018 | Conference Paper | LibreCat-ID: 2479
Mohr, Felix, Marcel Dominik Wever, Eyke Hüllermeier, and Amin Faez. “(WIP) Towards the Automated Composition of Machine Learning Services.” In SCC. San Francisco, CA, USA: IEEE, 2018. https://doi.org/10.1109/SCC.2018.00039.
LibreCat | Files available | DOI | Download (ext.)
 
[18]
2018 | Conference Paper | LibreCat-ID: 10153
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Reduction Stumps for Multi-Class Classification.” In Proc. 17th Int. Symposium on Intelligent Data Analysis (IDA), 225–37, 2018.
LibreCat
 
[17]
2018 | Conference Paper | LibreCat-ID: 10185
Seemann, N., Michaela Geierhos, M.-L. Merten, Doris Tophinke, Marcel Dominik Wever, and Eyke Hüllermeier. “Supporting the Cognitive Process in Annotation Tasks.” In Postersession Computerlinguistik Der 40. Jahrestagung Der Deutschen Gesellschaft Für Sprachwissenschaft, 2018.
LibreCat
 
[16]
2018 | Conference Paper | LibreCat-ID: 10154
Mohr, Felix, Marcel Dominik Wever, Eyke Hüllermeier, and Amin Faez. “(WIP) Towards the Automated Composition of Machine Learning Services.” In Proc. 15th Int. Conference on Services Computing (SCC), 241–44, 2018.
LibreCat
 
[15]
2018 | Conference Paper | LibreCat-ID: 10192
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “ML-Plan for Unlimited-Length Machine Learning Pipelines.” In Int. Workshop on Automatic Machine Learning (AutoML) at ICML 2018, 2018.
LibreCat
 
[14]
2018 | Conference Paper | LibreCat-ID: 2109
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Ensembles of Evolved Nested Dichotomies for Classification.” In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018. Kyoto, Japan: ACM, 2018. https://doi.org/10.1145/3205455.3205562.
LibreCat | Files available | DOI | Download (ext.)
 
[13]
2018 | Conference Paper | LibreCat-ID: 2471
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “On-The-Fly Service Construction with Prototypes.” In SCC. San Francisco, CA, USA: IEEE Computer Society, 2018. https://doi.org/10.1109/SCC.2018.00036.
LibreCat | Files available | DOI | Download (ext.)
 
[12]
2018 | Conference Paper | LibreCat-ID: 3552
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Reduction Stumps for Multi-Class Classification.” In Proceedings of the Symposium on Intelligent Data Analysis. ‘s-Hertogenbosch, the Netherlands, n.d. https://doi.org/10.1007/978-3-030-01768-2_19.
LibreCat | Files available | DOI | Download (ext.)
 
[11]
2018 | Conference Paper | LibreCat-ID: 2857
Mohr, Felix, Theodor Lettmann, Eyke Hüllermeier, and Marcel Dominik Wever. “Programmatic Task Network Planning.” In Proceedings of the 28th International Conference on Automated Planning and Scheduling. AAAI, 2018.
LibreCat | Files available | Download (ext.)
 
[10]
2018 | Conference Paper | LibreCat-ID: 10151
Mohr, Felix, Theodor Lettmann, Eyke Hüllermeier, and Marcel Dominik Wever. “Programmatic Task Network Planning.” In Proc. 1st ICAPS Workshop on Hierachical  Planning at the 28th Int. Conference on Automated Planning and Scheduling (ICAPS), 31–39, 2018.
LibreCat
 
[9]
2018 | Journal Article | LibreCat-ID: 3510
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “ML-Plan: Automated Machine Learning via Hierarchical Planning.” Machine Learning, 2018. https://doi.org/10.1007/s10994-018-5735-z.
LibreCat | Files available | DOI | Download (ext.)
 
[8]
2018 | Conference Abstract | LibreCat-ID: 1379
Seemann, Nina, Michaela Geierhos, Marie-Luis Merten, Doris Tophinke, Marcel Dominik Wever, and Eyke Hüllermeier. “Supporting the Cognitive Process in Annotation Tasks.” In Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, edited by Kerstin Eckart and Dominik Schlechtweg, 2018.
LibreCat | Files available | Download (ext.)
 
[7]
2018 | Conference Paper | LibreCat-ID: 10152
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “On-the-Fly Service Construction with Prototypes.” In Proc. 15th Int. Conference on Services Computing (SCC), 225–32, 2018.
LibreCat
 
[6]
2018 | Conference Paper | LibreCat-ID: 10188
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Ensembles of Evolved Nested Dichotomies for Classificaton.” In Proc. Genetic and Evolutionary Computation Conference (GECCO), 561–68, 2018.
LibreCat
 
[5]
2018 | Journal Article | LibreCat-ID: 10784
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “ML-Plan: Automated Machine Learning via Hierarchical Planning.” Machine Learning 107, no. 8–10 (2018): 1495–1515.
LibreCat
 
[4]
2017 | Conference Paper | LibreCat-ID: 1180
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization.” In 27th Workshop Computational Intelligence. Dortmund, 2017.
LibreCat | Files available | Download (ext.)
 
[3]
2017 | Conference Paper | LibreCat-ID: 120
Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Active Coevolutionary Learning of Requirements Specifications from Examples.” In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 1327--1334, 2017. https://doi.org/10.1145/3071178.3071258.
LibreCat | Files available | DOI
 
[2]
2017 | Mastersthesis | LibreCat-ID: 119
Wever, Marcel Dominik. Active Learning of User Requirement Specifications in Dynamic Software Service Markets. Universität Paderborn, 2017.
LibreCat | Files available
 
[1]
2017 | Conference Paper | LibreCat-ID: 10214
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automatic Machine Learning: Hierarchical Planning Versus Evolutionary Optimization .” In Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, 149–66, 2017.
LibreCat
 

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23 Publications

Mark all

[23]
2019 | Conference Paper | LibreCat-ID: 10232
Wever, Marcel Dominik, Felix Mohr, Alexander Tornede, and Eyke Hüllermeier. “Automating Multi-Label Classification Extending ML-Plan,” 2019.
LibreCat | Files available
 
[22]
2019 | Conference Abstract | LibreCat-ID: 8956
Hetzer, Alexander, Marcel Dominik Wever, Felix Mohr, and Eyke Hüllermeier. “Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking,” 2019.
LibreCat | Files available
 
[21]
2019 | Conference Abstract | LibreCat-ID: 8868
Wever, Marcel Dominik, Felix Mohr, Eyke Hüllermeier, and Alexander Hetzer. “Towards Automated Machine Learning for Multi-Label Classification,” 2019.
LibreCat | Files available
 
[20]
2018 | Conference Paper | LibreCat-ID: 3852
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “ML-Plan for Unlimited-Length Machine Learning Pipelines.” In ICML 2018 AutoML Workshop, 2018.
LibreCat | Files available | Download (ext.)
 
[19]
2018 | Conference Paper | LibreCat-ID: 2479
Mohr, Felix, Marcel Dominik Wever, Eyke Hüllermeier, and Amin Faez. “(WIP) Towards the Automated Composition of Machine Learning Services.” In SCC. San Francisco, CA, USA: IEEE, 2018. https://doi.org/10.1109/SCC.2018.00039.
LibreCat | Files available | DOI | Download (ext.)
 
[18]
2018 | Conference Paper | LibreCat-ID: 10153
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Reduction Stumps for Multi-Class Classification.” In Proc. 17th Int. Symposium on Intelligent Data Analysis (IDA), 225–37, 2018.
LibreCat
 
[17]
2018 | Conference Paper | LibreCat-ID: 10185
Seemann, N., Michaela Geierhos, M.-L. Merten, Doris Tophinke, Marcel Dominik Wever, and Eyke Hüllermeier. “Supporting the Cognitive Process in Annotation Tasks.” In Postersession Computerlinguistik Der 40. Jahrestagung Der Deutschen Gesellschaft Für Sprachwissenschaft, 2018.
LibreCat
 
[16]
2018 | Conference Paper | LibreCat-ID: 10154
Mohr, Felix, Marcel Dominik Wever, Eyke Hüllermeier, and Amin Faez. “(WIP) Towards the Automated Composition of Machine Learning Services.” In Proc. 15th Int. Conference on Services Computing (SCC), 241–44, 2018.
LibreCat
 
[15]
2018 | Conference Paper | LibreCat-ID: 10192
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “ML-Plan for Unlimited-Length Machine Learning Pipelines.” In Int. Workshop on Automatic Machine Learning (AutoML) at ICML 2018, 2018.
LibreCat
 
[14]
2018 | Conference Paper | LibreCat-ID: 2109
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Ensembles of Evolved Nested Dichotomies for Classification.” In Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018. Kyoto, Japan: ACM, 2018. https://doi.org/10.1145/3205455.3205562.
LibreCat | Files available | DOI | Download (ext.)
 
[13]
2018 | Conference Paper | LibreCat-ID: 2471
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “On-The-Fly Service Construction with Prototypes.” In SCC. San Francisco, CA, USA: IEEE Computer Society, 2018. https://doi.org/10.1109/SCC.2018.00036.
LibreCat | Files available | DOI | Download (ext.)
 
[12]
2018 | Conference Paper | LibreCat-ID: 3552
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “Reduction Stumps for Multi-Class Classification.” In Proceedings of the Symposium on Intelligent Data Analysis. ‘s-Hertogenbosch, the Netherlands, n.d. https://doi.org/10.1007/978-3-030-01768-2_19.
LibreCat | Files available | DOI | Download (ext.)
 
[11]
2018 | Conference Paper | LibreCat-ID: 2857
Mohr, Felix, Theodor Lettmann, Eyke Hüllermeier, and Marcel Dominik Wever. “Programmatic Task Network Planning.” In Proceedings of the 28th International Conference on Automated Planning and Scheduling. AAAI, 2018.
LibreCat | Files available | Download (ext.)
 
[10]
2018 | Conference Paper | LibreCat-ID: 10151
Mohr, Felix, Theodor Lettmann, Eyke Hüllermeier, and Marcel Dominik Wever. “Programmatic Task Network Planning.” In Proc. 1st ICAPS Workshop on Hierachical  Planning at the 28th Int. Conference on Automated Planning and Scheduling (ICAPS), 31–39, 2018.
LibreCat
 
[9]
2018 | Journal Article | LibreCat-ID: 3510
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “ML-Plan: Automated Machine Learning via Hierarchical Planning.” Machine Learning, 2018. https://doi.org/10.1007/s10994-018-5735-z.
LibreCat | Files available | DOI | Download (ext.)
 
[8]
2018 | Conference Abstract | LibreCat-ID: 1379
Seemann, Nina, Michaela Geierhos, Marie-Luis Merten, Doris Tophinke, Marcel Dominik Wever, and Eyke Hüllermeier. “Supporting the Cognitive Process in Annotation Tasks.” In Postersession Computerlinguistik der 40. Jahrestagung der Deutschen Gesellschaft für Sprachwissenschaft, edited by Kerstin Eckart and Dominik Schlechtweg, 2018.
LibreCat | Files available | Download (ext.)
 
[7]
2018 | Conference Paper | LibreCat-ID: 10152
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “On-the-Fly Service Construction with Prototypes.” In Proc. 15th Int. Conference on Services Computing (SCC), 225–32, 2018.
LibreCat
 
[6]
2018 | Conference Paper | LibreCat-ID: 10188
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Ensembles of Evolved Nested Dichotomies for Classificaton.” In Proc. Genetic and Evolutionary Computation Conference (GECCO), 561–68, 2018.
LibreCat
 
[5]
2018 | Journal Article | LibreCat-ID: 10784
Mohr, Felix, Marcel Dominik Wever, and Eyke Hüllermeier. “ML-Plan: Automated Machine Learning via Hierarchical Planning.” Machine Learning 107, no. 8–10 (2018): 1495–1515.
LibreCat
 
[4]
2017 | Conference Paper | LibreCat-ID: 1180
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization.” In 27th Workshop Computational Intelligence. Dortmund, 2017.
LibreCat | Files available | Download (ext.)
 
[3]
2017 | Conference Paper | LibreCat-ID: 120
Wever, Marcel Dominik, Lorijn van Rooijen, and Heiko Hamann. “Active Coevolutionary Learning of Requirements Specifications from Examples.” In Proceedings of the Genetic and Evolutionary Computation Conference (GECCO), 1327--1334, 2017. https://doi.org/10.1145/3071178.3071258.
LibreCat | Files available | DOI
 
[2]
2017 | Mastersthesis | LibreCat-ID: 119
Wever, Marcel Dominik. Active Learning of User Requirement Specifications in Dynamic Software Service Markets. Universität Paderborn, 2017.
LibreCat | Files available
 
[1]
2017 | Conference Paper | LibreCat-ID: 10214
Wever, Marcel Dominik, Felix Mohr, and Eyke Hüllermeier. “Automatic Machine Learning: Hierarchical Planning Versus Evolutionary Optimization .” In Proceedings 27. Workshop Computational Intelligence, Dortmund, Germany 2017, 149–66, 2017.
LibreCat
 

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