45 Publications

2019 | Conference Paper | LibreCat-ID: 10232
Wever MD, Mohr F, Tornede A, Hüllermeier E. Automating Multi-Label Classification Extending ML-Plan. In: ; 2019.
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2019 | Conference Paper | LibreCat-ID: 15011
Tornede A, Wever MD, Hüllermeier E. Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking. In: Hoffmann F, Hüllermeier E, Mikut R, eds. Proceedings - 29. Workshop Computational Intelligence, Dortmund, 28. - 29. November 2019. KIT Scientific Publishing, Karlsruhe; 2019:135-146.
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2019 | Conference Abstract | LibreCat-ID: 8956
Hetzer A, Wever MD, Mohr F, Hüllermeier E. Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking. In: ; 2019.
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2019 | Journal Article | LibreCat-ID: 13770
Karl H, Kundisch D, Meyer auf der Heide F, Wehrheim H. Case for a New IT Ecosystem: On-The-Fly Computing. Business & Information Systems Engineering.
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2019 | Conference Abstract | LibreCat-ID: 8868
Wever MD, Mohr F, Hüllermeier E, Hetzer A. Towards Automated Machine Learning for Multi-Label Classification. In: ; 2019.
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2019 | Conference Abstract | LibreCat-ID: 13132
Mohr F, Wever MD, Tornede A, Hüllermeier E. From Automated to On-The-Fly Machine Learning. In: INFORMATIK 2019: 50 Jahre Gesellschaft Für Informatik – Informatik Für Gesellschaft. INFORMATIK 2019, Lecture Notes in Informatics (LNI), Gesellschaft für Informatik. Bonn: Gesellschaft für Informatik e.V.; 2019:273-274.
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2018 | Conference Paper | LibreCat-ID: 3852
Wever MD, Mohr F, Hüllermeier E. ML-Plan for Unlimited-Length Machine Learning Pipelines. In: ICML 2018 AutoML Workshop. ; 2018.
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2018 | Conference Paper | LibreCat-ID: 2479
Mohr F, Wever MD, Hüllermeier E, Faez A. (WIP) Towards the Automated Composition of Machine Learning Services. In: SCC. San Francisco, CA, USA: IEEE; 2018. doi:10.1109/SCC.2018.00039
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2018 | Conference Paper | LibreCat-ID: 2109
Wever MD, Mohr F, Hüllermeier E. 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. doi:10.1145/3205455.3205562
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2018 | Conference Paper | LibreCat-ID: 2471
Mohr F, Wever MD, Hüllermeier E. On-The-Fly Service Construction with Prototypes. In: SCC. San Francisco, CA, USA: IEEE Computer Society; 2018. doi:10.1109/SCC.2018.00036
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2018 | Book Chapter | LibreCat-ID: 6423
Schäfer D, Hüllermeier E. Preference-Based Reinforcement Learning Using Dyad Ranking. In: Discovery Science. Cham: Springer International Publishing; 2018:161-175. doi:10.1007/978-3-030-01771-2_11
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2018 | Conference Paper | LibreCat-ID: 3552
Mohr F, Wever MD, Hüllermeier E. Reduction Stumps for Multi-Class Classification. In: Proceedings of the Symposium on Intelligent Data Analysis. ‘s-Hertogenbosch, the Netherlands. doi:10.1007/978-3-030-01768-2_19
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2018 | Conference Paper | LibreCat-ID: 2857
Mohr F, Lettmann T, Hüllermeier E, Wever MD. Programmatic Task Network Planning. In: Proceedings of the 28th International Conference on Automated Planning and Scheduling. AAAI; 2018.
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2018 | Journal Article | LibreCat-ID: 3510
Mohr F, Wever MD, Hüllermeier E. ML-Plan: Automated Machine Learning via Hierarchical Planning. Machine Learning. 2018. doi:10.1007/s10994-018-5735-z
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2017 | Conference Paper | LibreCat-ID: 1180
Wever MD, Mohr F, Hüllermeier E. Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization. In: 27th Workshop Computational Intelligence. Dortmund; 2017.
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2017 | Conference Paper | LibreCat-ID: 71
Czech M, Hüllermeier E, Jakobs M-C, Wehrheim H. Predicting Rankings of Software Verification Tools. In: Proceedings of the 3rd International Workshop on Software Analytics. SWAN’17. ; 2017:23-26. doi:10.1145/3121257.3121262
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2017 | Conference Paper | LibreCat-ID: 115
Jakobs M-C, Krämer J, van Straaten D, Lettmann T. Certification Matters for Service Markets. In: Marcelo De Barros, Janusz Klink,Tadeus Uhl TP, ed. The Ninth International Conferences on Advanced Service Computing (SERVICE COMPUTATION). ; 2017:7-12.
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2016 | Conference Paper | LibreCat-ID: 218
Jungmann A, Kleinjohann B. Automatic Composition of Service-based Image Processing Applications. In: Proceedings of the 13th IEEE International Conference on Services Computing (SCC). ; 2016:106--113. doi:10.1109/SCC.2016.21
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2016 | Conference Paper | LibreCat-ID: 225
Jungmann A, Kleinjohann B. A Holistic and Adaptive Approach for Automated Prototyping of Image Processing Functionality. In: Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). ; 2016:1--8. doi:10.1109/ETFA.2016.7733522
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2016 | Journal Article | LibreCat-ID: 190
Platenius MC, Shaker A, Becker M, Hüllermeier E, Schäfer W. Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic. IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017. 2016;(8):739-759. doi:10.1109/TSE.2016.2632115
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2015 | Conference Paper | LibreCat-ID: 319
Mohr F, Jungmann A, Kleine Büning H. Automated Online Service Composition. In: Proceedings of the 12th IEEE International Conference on Services Computing (SCC). ; 2015:57--64. doi:10.1109/SCC.2015.18
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2015 | Conference Paper | LibreCat-ID: 245
Becker M, Lehrig S, Becker S. Systematically Deriving Quality Metrics for Cloud Computing Systems. In: Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering. ICPE ’15. New York, NY, USA; 2015:169--174. doi:10.1145/2668930.2688043
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2015 | Conference Paper | LibreCat-ID: 315
Jungmann A, Jatzkowski J, Kleinjohann B. Combining Service-oriented Computing with Embedded Systems - A Robotics Case Study. In: Proceedings of the 5th IFIP International Embedded Systems Symposium. ; 2015.
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2015 | Conference Paper | LibreCat-ID: 272
Jungmann A. On Adaptivity for Automated Composition of Service Functionality. In: Proceedings of the IEEE 11th World Congress on Services (SERVICES). ; 2015:329--332. doi:10.1109/SERVICES.2015.57
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2015 | Journal Article | LibreCat-ID: 323
Jungmann A, Mohr F. An approach towards adaptive service composition in markets of composed services. Journal of Internet Services and Applications. 2015;(1):1-18. doi:10.1186/s13174-015-0022-8
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2015 | Journal Article | LibreCat-ID: 3343
Bubeck U, Kleine Büning H. Learning Boolean Specifications. Artificial Intelligence. 2015:246-257. doi:10.1016/j.artint.2015.09.003
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2015 | Conference Paper | LibreCat-ID: 324
Mohr F. A Metric for Functional Reusability of Services. In: Proceedings of the 14th International Conference on Software Reuse (ICSR). LNCS. ; 2015:298--313. doi:10.1007/978-3-319-14130-5_21
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2015 | Conference Paper | LibreCat-ID: 280
Arifulina S, Platenius MC, Mohr F, Engels G, Schäfer W. Market-Specific Service Compositions: Specification and Matching. In: Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet. ; 2015:333--340. doi:10.1109/SERVICES.2015.58
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2014 | Conference Paper | LibreCat-ID: 345
Jungmann A, Kleinjohann B. Towards Context-Sensitive Service Composition for Service-Oriented Image Processing. In: Proceedings of the 6th International Conference on Cloud Computing Technology and Science (CloudCom). ; 2014:755-758. doi:10.1109/CloudCom.2014.154
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2014 | Journal Article | LibreCat-ID: 410
Jungmann A, Brangewitz S, Petrlic R, Platenius MC. Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services. International Journal On Advances in Intelligent Systems (IntSys). 2014;7(3&4):572--594.
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2014 | Conference Paper | LibreCat-ID: 346
Brangewitz S, Jungmann A, Petrlic R, Platenius MC. Towards a Flexible and Privacy-Preserving Reputation System for Markets of Composed Services. In: Proceedings of the 6th International Conferences on Advanced Service Computing (SERVICE COMPUTATION). ; 2014:49-57.
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2014 | Conference Paper | LibreCat-ID: 447
Jungmann A, Mohr F, Kleinjohann B. Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services. In: Proceedings of the 10th World Congress on Services (SERVICES). ; 2014:346-353. doi:10.1109/SERVICES.2014.68
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2014 | Conference Paper | LibreCat-ID: 353
Mohr F, Walther S. Template-based Generation of Semantic Services. In: Proceedings of the 14th International Conference on Software Reuse (ICSR). LNCS. ; 2014:188-203. doi:10.1007/978-3-319-14130-5_14
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2014 | Conference Paper | LibreCat-ID: 428
Mohr F. Estimating Functional Reusability of Services. In: Proceedings of the 12th International Conference on Service Oriented Computing (ICSOC). LNCS. ; 2014:411-418.
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2014 | Conference Paper | LibreCat-ID: 366
Petrlic R, Jungmann A, Platenius MC, Schäfer W, Sorge C. Security and Privacy Challenges in On-The-Fly Computing. In: Tagungsband Der 4. Konferenz Software-Technologien Und -Prozesse (STeP 2014). ; 2014:131-142.
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2014 | Conference Paper | LibreCat-ID: 425
Jungmann A, Jatzkowski J, Kleinjohann B. Evaluation of Color Spaces for Robust Image Segmentation. In: Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISAPP). ; 2014:648-655.
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2014 | Conference Paper | LibreCat-ID: 407
Mohr F. Issues of Automated Software Composition in AI Planning. In: Proceedings of the 29th International Conference on Automated Software Engineering (ASE). ; 2014:895--898. doi:10.1145/2642937.2653470
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2014 | Conference Paper | LibreCat-ID: 457
Jungmann A, Mohr F, Kleinjohann B. Applying Reinforcement Learning for Resolving Ambiguity in Service Composition. In: Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA). ; 2014:105-112. doi:10.1109/SOCA.2014.48
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2013 | Conference Paper | LibreCat-ID: 516
Jungmann A, Kleinjohann B. Learning Recommendation System for Automated Service Composition. In: Proceedings of the 10th IEEE International Conference on Services Computing (SCC). ; 2013:97-104. doi:10.1109/SCC.2013.66
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2013 | Conference Paper | LibreCat-ID: 485
Mohr F, Kleine Büning H. Semi-Automated Software Composition Through Generated Components. In: Proceedings of the 15th International Conference on Information Integration and Web-Based Applications & Services (IiWAS). ; 2013:676-680. doi:10.1145/2539150.2539235
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2013 | Journal Article | LibreCat-ID: 515
Jungmann A, Kleinjohann B, Kleinjohann E. Learning Service Recommendations. International Journal of Business Process Integration and Management. 2013;(4):284-297. doi:10.1504/IJBPIM.2013.059135
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2013 | Conference Paper | LibreCat-ID: 495
Mohr F, Lettmann T, Kleine Büning H. Reducing Nondeterminism in Automated Service Composition. In: Proceedings of the 6th International Conference on Service Oriented Computing and Applications (SOCA). ; 2013:154-161. doi:10.1109/SOCA.2013.25
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2012 | Conference Paper | LibreCat-ID: 617
Jungmann A, Kleinjohann B, Kleinjohann E, Bieshaar M. Efficient Color-Based Image Segmentation and Feature Classification for Image Processing in Embedded Systems. In: Proceedings of the Fourth International Conference on Resource Intensive Applications and Services (INTENSIVE). ; 2012:22-29.
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2012 | Conference Paper | LibreCat-ID: 568
Jungmann A, Kleinjohann B. Towards the Application of Reinforcement Learning Techniques for Quality-Based Service Selection in Automated Service Composition. In: Proceedings of the 9th IEEE International Conference on Service Computing (SCC). ; 2012:701-702. doi:10.1109/SCC.2012.76
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2012 | Conference Paper | LibreCat-ID: 571
Jungmann A, Kleinjohann B. Towards an Integrated Service Rating and Ranking Methodology for Quality Based Service Selection in Automatic Service Composition. In: Proceedings of the 4th International Conferences on Advanced Service Computing (SERVICE COMPUTATION). ; 2012:43-47.
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