39 Publications

2018 | Conference Paper | LibreCat-ID: 2479
@inproceedings{Mohr_Wever_Hüllermeier_Faez_2018, place={San Francisco, CA, USA}, title={(WIP) Towards the Automated Composition of Machine Learning Services}, DOI={10.1109/SCC.2018.00039}, booktitle={SCC}, publisher={IEEE}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke and Faez, Amin}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 3852
@inproceedings{Wever_Mohr_Hüllermeier_2018, title={ML-Plan for Unlimited-Length Machine Learning Pipelines}, booktitle={ICML 2018 AutoML Workshop}, author={Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 2109
@inproceedings{Wever_Mohr_Hüllermeier_2018, place={Kyoto, Japan}, title={Ensembles of Evolved Nested Dichotomies for Classification}, DOI={10.1145/3205455.3205562}, booktitle={Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018}, publisher={ACM}, author={Wever, Marcel Dominik and Mohr, Felix and Hüllermeier, Eyke}, year={2018} }
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2018 | Conference Paper | LibreCat-ID: 2471
@inproceedings{Mohr_Wever_Hüllermeier_2018, place={San Francisco, CA, USA}, title={On-The-Fly Service Construction with Prototypes}, DOI={10.1109/SCC.2018.00036}, booktitle={SCC}, publisher={IEEE Computer Society}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke}, year={2018} }
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2018 | Book Chapter | LibreCat-ID: 6423
@inbook{Schäfer_Hüllermeier_2018, place={Cham}, title={Preference-Based Reinforcement Learning Using Dyad Ranking}, DOI={10.1007/978-3-030-01771-2_11}, booktitle={Discovery Science}, publisher={Springer International Publishing}, author={Schäfer, Dirk and Hüllermeier, Eyke}, year={2018}, pages={161–175} }
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2018 | Conference Paper | LibreCat-ID: 3552
@inproceedings{Mohr_Wever_Hüllermeier, place={‘s-Hertogenbosch, the Netherlands}, title={Reduction Stumps for Multi-Class Classification}, DOI={10.1007/978-3-030-01768-2_19}, booktitle={Proceedings of the Symposium on Intelligent Data Analysis}, author={Mohr, Felix and Wever, Marcel Dominik and Hüllermeier, Eyke} }
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2018 | Conference Paper | LibreCat-ID: 2857
@inproceedings{Mohr_Lettmann_Hüllermeier_Wever_2018, title={Programmatic Task Network Planning}, booktitle={Proceedings of the 28th International Conference on Automated Planning and Scheduling}, publisher={AAAI}, author={Mohr, Felix and Lettmann, Theodor and Hüllermeier, Eyke and Wever, Marcel Dominik}, year={2018} }
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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} }
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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} }
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2017 | Conference Paper | LibreCat-ID: 115
@inproceedings{Jakobs_Krämer_van Straaten_Lettmann_2017, title={Certification Matters for Service Markets}, booktitle={The Ninth International Conferences on Advanced Service Computing (SERVICE COMPUTATION)}, author={Jakobs, Marie-Christine and Krämer, Julia and van Straaten, Dirk and Lettmann, Theodor}, editor={Marcelo De Barros, Janusz Klink,Tadeus Uhl, Thomas PrinzEditor}, year={2017}, pages={7–12} }
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2017 | Conference Paper | LibreCat-ID: 71
@inproceedings{Czech_Hüllermeier_Jakobs_Wehrheim_2017, series={SWAN’17}, title={Predicting Rankings of Software Verification Tools}, DOI={10.1145/3121257.3121262}, booktitle={Proceedings of the 3rd International Workshop on Software Analytics}, author={Czech, Mike and Hüllermeier, Eyke and Jakobs, Marie-Christine and Wehrheim, Heike}, year={2017}, pages={23–26}, collection={SWAN’17} }
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2016 | Conference Paper | LibreCat-ID: 218
@inproceedings{Jungmann_Kleinjohann_2016, title={Automatic Composition of Service-based Image Processing Applications}, DOI={10.1109/SCC.2016.21}, booktitle={Proceedings of the 13th IEEE International Conference on Services Computing (SCC)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2016}, pages={106--113} }
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2016 | Conference Paper | LibreCat-ID: 225
@inproceedings{Jungmann_Kleinjohann_2016, title={A Holistic and Adaptive Approach for Automated Prototyping of Image Processing Functionality}, DOI={10.1109/ETFA.2016.7733522}, booktitle={Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2016}, pages={1--8} }
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2016 | Journal Article | LibreCat-ID: 190
@article{Platenius_Shaker_Becker_Hüllermeier_Schäfer_2016, title={Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic}, DOI={10.1109/TSE.2016.2632115}, number={8}, journal={IEEE Transactions on Software Engineering (TSE), presented at ICSE 2017}, publisher={IEEE}, author={Platenius, Marie Christin and Shaker, Ammar and Becker, Matthias and Hüllermeier, Eyke and Schäfer, Wilhelm}, year={2016}, pages={739–759} }
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2015 | Conference Paper | LibreCat-ID: 319
@inproceedings{Mohr_Jungmann_Kleine Büning_2015, title={Automated Online Service Composition}, DOI={10.1109/SCC.2015.18}, booktitle={Proceedings of the 12th IEEE International Conference on Services Computing (SCC)}, author={Mohr, Felix and Jungmann, Alexander and Kleine Büning, Hans}, year={2015}, pages={57--64} }
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2015 | Conference Paper | LibreCat-ID: 245
@inproceedings{Becker_Lehrig_Becker_2015, place={New York, NY, USA}, series={ICPE ’15}, title={Systematically Deriving Quality Metrics for Cloud Computing Systems}, DOI={10.1145/2668930.2688043}, booktitle={Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering}, author={Becker, Matthias and Lehrig, Sebastian and Becker, Steffen}, year={2015}, pages={169--174}, collection={ICPE ’15} }
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2015 | Conference Paper | LibreCat-ID: 315
@inproceedings{Jungmann_Jatzkowski_Kleinjohann_2015, title={Combining Service-oriented Computing with Embedded Systems - A Robotics Case Study}, booktitle={Proceedings of the 5th IFIP International Embedded Systems Symposium}, author={Jungmann, Alexander and Jatzkowski, Jan and Kleinjohann, Bernd}, year={2015} }
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2015 | Conference Paper | LibreCat-ID: 272
@inproceedings{Jungmann_2015, title={On Adaptivity for Automated Composition of Service Functionality}, DOI={10.1109/SERVICES.2015.57}, booktitle={Proceedings of the IEEE 11th World Congress on Services (SERVICES)}, author={Jungmann, Alexander}, year={2015}, pages={329--332} }
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2015 | Journal Article | LibreCat-ID: 323
@article{Jungmann_Mohr_2015, title={An approach towards adaptive service composition in markets of composed services}, DOI={10.1186/s13174-015-0022-8}, number={1}, journal={Journal of Internet Services and Applications}, publisher={Springer}, author={Jungmann, Alexander and Mohr, Felix}, year={2015}, pages={1–18} }
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2015 | Conference Paper | LibreCat-ID: 324
@inproceedings{Mohr_2015, series={LNCS}, title={A Metric for Functional Reusability of Services}, DOI={10.1007/978-3-319-14130-5_21}, booktitle={Proceedings of the 14th International Conference on Software Reuse (ICSR)}, author={Mohr, Felix}, year={2015}, pages={298--313}, collection={LNCS} }
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2015 | Journal Article | LibreCat-ID: 3343
@article{Bubeck_Kleine Büning_2015, title={Learning Boolean Specifications}, DOI={10.1016/j.artint.2015.09.003}, journal={Artificial Intelligence}, publisher={Elsevier}, author={Bubeck, Uwe and Kleine Büning, Hans}, year={2015}, pages={246–257} }
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2015 | Conference Paper | LibreCat-ID: 280
@inproceedings{Arifulina_Platenius_Mohr_Engels_Schäfer_2015, title={Market-Specific Service Compositions: Specification and Matching}, DOI={10.1109/SERVICES.2015.58}, booktitle={Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet}, author={Arifulina, Svetlana and Platenius, Marie Christin and Mohr, Felix and Engels, Gregor and Schäfer, Wilhelm}, year={2015}, pages={333--340} }
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2014 | Conference Paper | LibreCat-ID: 345
@inproceedings{Jungmann_Kleinjohann_2014, title={Towards Context-Sensitive Service Composition for Service-Oriented Image Processing}, DOI={10.1109/CloudCom.2014.154}, booktitle={Proceedings of the 6th International Conference on Cloud Computing Technology and Science (CloudCom)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2014}, pages={755–758} }
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2014 | Journal Article | LibreCat-ID: 410
@article{Jungmann_Brangewitz_Petrlic_Platenius_2014, title={Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services}, volume={7}, number={3&4}, journal={International Journal On Advances in Intelligent Systems (IntSys)}, publisher={IARIA}, author={Jungmann, Alexander and Brangewitz, Sonja and Petrlic, Ronald and Platenius, Marie Christin}, year={2014}, pages={572--594} }
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2014 | Conference Paper | LibreCat-ID: 346
@inproceedings{Brangewitz_Jungmann_Petrlic_Platenius_2014, title={Towards a Flexible and Privacy-Preserving Reputation System for Markets of Composed Services}, booktitle={Proceedings of the 6th International Conferences on Advanced Service Computing (SERVICE COMPUTATION)}, author={Brangewitz, Sonja and Jungmann, Alexander and Petrlic, Ronald and Platenius, Marie Christin}, year={2014}, pages={49–57} }
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2014 | Conference Paper | LibreCat-ID: 353
@inproceedings{Mohr_Walther_2014, series={LNCS}, title={Template-based Generation of Semantic Services}, DOI={10.1007/978-3-319-14130-5_14}, booktitle={Proceedings of the 14th International Conference on Software Reuse (ICSR)}, author={Mohr, Felix and Walther, Sven}, year={2014}, pages={188–203}, collection={LNCS} }
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2014 | Conference Paper | LibreCat-ID: 428
@inproceedings{Mohr_2014, series={LNCS}, title={Estimating Functional Reusability of Services}, booktitle={Proceedings of the 12th International Conference on Service Oriented Computing (ICSOC)}, author={Mohr, Felix}, year={2014}, pages={411–418}, collection={LNCS} }
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2014 | Conference Paper | LibreCat-ID: 447
@inproceedings{Jungmann_Mohr_Kleinjohann_2014, title={Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services}, DOI={10.1109/SERVICES.2014.68}, booktitle={Proceedings of the 10th World Congress on Services (SERVICES)}, author={Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd}, year={2014}, pages={346–353} }
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2014 | Conference Paper | LibreCat-ID: 366
@inproceedings{Petrlic_Jungmann_Platenius_Schäfer_Sorge_2014, title={Security and Privacy Challenges in On-The-Fly Computing}, booktitle={Tagungsband der 4. Konferenz Software-Technologien und -Prozesse (STeP 2014)}, author={Petrlic, Ronald and Jungmann, Alexander and Platenius, Marie Christin and Schäfer, Wilhelm and Sorge, Christoph}, year={2014}, pages={131–142} }
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2014 | Conference Paper | LibreCat-ID: 425
@inproceedings{Jungmann_Jatzkowski_Kleinjohann_2014, title={Evaluation of Color Spaces for Robust Image Segmentation}, booktitle={Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISAPP)}, author={Jungmann, Alexander and Jatzkowski, Jan and Kleinjohann, Bernd}, year={2014}, pages={648–655} }
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2014 | Conference Paper | LibreCat-ID: 407
@inproceedings{Mohr_2014, title={Issues of Automated Software Composition in AI Planning}, DOI={10.1145/2642937.2653470}, booktitle={Proceedings of the 29th International Conference on Automated Software Engineering (ASE)}, author={Mohr, Felix}, year={2014}, pages={895--898} }
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2014 | Conference Paper | LibreCat-ID: 457
@inproceedings{Jungmann_Mohr_Kleinjohann_2014, title={Applying Reinforcement Learning for Resolving Ambiguity in Service Composition}, DOI={10.1109/SOCA.2014.48}, booktitle={Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA)}, author={Jungmann, Alexander and Mohr, Felix and Kleinjohann, Bernd }, year={2014}, pages={105–112} }
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2013 | Conference Paper | LibreCat-ID: 516
@inproceedings{Jungmann_Kleinjohann_2013, title={Learning Recommendation System for Automated Service Composition}, DOI={10.1109/SCC.2013.66}, booktitle={Proceedings of the 10th IEEE International Conference on Services Computing (SCC)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2013}, pages={97–104} }
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2013 | Conference Paper | LibreCat-ID: 485
@inproceedings{Mohr_Kleine Büning_2013, title={Semi-Automated Software Composition Through Generated Components}, DOI={10.1145/2539150.2539235}, booktitle={Proceedings of the 15th International Conference on Information Integration and Web-based Applications & Services (iiWAS)}, author={Mohr, Felix and Kleine Büning, Hans}, year={2013}, pages={676–680} }
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2013 | Conference Paper | LibreCat-ID: 495
@inproceedings{Mohr_Lettmann_Kleine Büning_2013, title={Reducing Nondeterminism in Automated Service Composition}, DOI={10.1109/SOCA.2013.25}, booktitle={Proceedings of the 6th International Conference on Service Oriented Computing and Applications (SOCA)}, author={Mohr, Felix and Lettmann, Theodor and Kleine Büning, Hans}, year={2013}, pages={154–161} }
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2013 | Journal Article | LibreCat-ID: 515
@article{Jungmann_Kleinjohann_Kleinjohann_2013, title={Learning Service Recommendations}, DOI={10.1504/IJBPIM.2013.059135}, number={4}, journal={International Journal of Business Process Integration and Management}, publisher={InderScience}, author={Jungmann, Alexander and Kleinjohann, Bernd and Kleinjohann, Elisabeth}, year={2013}, pages={284–297} }
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2012 | Conference Paper | LibreCat-ID: 617
@inproceedings{Jungmann_Kleinjohann_Kleinjohann_Bieshaar_2012, title={Efficient Color-Based Image Segmentation and Feature Classification for Image Processing in Embedded Systems}, booktitle={Proceedings of the Fourth International Conference on Resource Intensive Applications and Services (INTENSIVE)}, author={Jungmann, Alexander and Kleinjohann, Bernd and Kleinjohann, Elisabeth and Bieshaar, Maarten}, year={2012}, pages={22–29} }
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2012 | Conference Paper | LibreCat-ID: 568
@inproceedings{Jungmann_Kleinjohann_2012, title={Towards the Application of Reinforcement Learning Techniques for Quality-Based Service Selection in Automated Service Composition}, DOI={10.1109/SCC.2012.76}, booktitle={Proceedings of the 9th IEEE International Conference on Service Computing (SCC)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2012}, pages={701–702} }
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2012 | Conference Paper | LibreCat-ID: 571
@inproceedings{Jungmann_Kleinjohann_2012, title={Towards an Integrated Service Rating and Ranking Methodology for Quality Based Service Selection in Automatic Service Composition}, booktitle={Proceedings of the 4th International Conferences on Advanced Service Computing (SERVICE COMPUTATION)}, author={Jungmann, Alexander and Kleinjohann, Bernd}, year={2012}, pages={43–47} }
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