43 Publications

2019 | Conference Paper | LibreCat-ID: 10232
Automating Multi-Label Classification Extending ML-Plan
M.D. Wever, F. Mohr, A. Tornede, E. Hüllermeier, in: 2019.
LibreCat | Files available
 
2019 | Conference Abstract | LibreCat-ID: 8956
Algorithm Selection as Recommendation: From Collaborative Filtering to Dyad Ranking
A. Hetzer, M.D. Wever, F. Mohr, E. Hüllermeier, in: 2019.
LibreCat | Files available
 
2019 | Conference Abstract | LibreCat-ID: 8868
Towards Automated Machine Learning for Multi-Label Classification
M.D. Wever, F. Mohr, E. Hüllermeier, A. Hetzer, in: 2019.
LibreCat | Files available
 
2019 | Conference Abstract | LibreCat-ID: 13132
From Automated to On-The-Fly Machine Learning
F. Mohr, M.D. Wever, A. Tornede, E. Hüllermeier, in: INFORMATIK 2019: 50 Jahre Gesellschaft Für Informatik – Informatik Für Gesellschaft, Gesellschaft für Informatik e.V., Bonn, 2019, pp. 273–274.
LibreCat
 
2018 | Conference Paper | LibreCat-ID: 3852
ML-Plan for Unlimited-Length Machine Learning Pipelines
M.D. Wever, F. Mohr, E. Hüllermeier, in: ICML 2018 AutoML Workshop, 2018.
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2018 | Conference Paper | LibreCat-ID: 2479
(WIP) Towards the Automated Composition of Machine Learning Services
F. Mohr, M.D. Wever, E. Hüllermeier, A. Faez, in: SCC, IEEE, San Francisco, CA, USA, 2018.
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2018 | Conference Paper | LibreCat-ID: 2109
Ensembles of Evolved Nested Dichotomies for Classification
M.D. Wever, F. Mohr, E. Hüllermeier, in: Proceedings of the Genetic and Evolutionary Computation Conference, GECCO 2018, Kyoto, Japan, July 15-19, 2018, ACM, Kyoto, Japan, 2018.
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2018 | Conference Paper | LibreCat-ID: 2471
On-The-Fly Service Construction with Prototypes
F. Mohr, M.D. Wever, E. Hüllermeier, in: SCC, IEEE Computer Society, San Francisco, CA, USA, 2018.
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2018 | Book Chapter | LibreCat-ID: 6423
Preference-Based Reinforcement Learning Using Dyad Ranking
D. Schäfer, E. Hüllermeier, in: Discovery Science, Springer International Publishing, Cham, 2018, pp. 161–175.
LibreCat | Files available | DOI
 
2018 | Conference Paper | LibreCat-ID: 3552
Reduction Stumps for Multi-Class Classification
F. Mohr, M.D. Wever, E. Hüllermeier, in: Proceedings of the Symposium on Intelligent Data Analysis, ‘s-Hertogenbosch, the Netherlands, n.d.
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2018 | Conference Paper | LibreCat-ID: 2857
Programmatic Task Network Planning
F. Mohr, T. Lettmann, E. Hüllermeier, M.D. Wever, in: Proceedings of the 28th International Conference on Automated Planning and Scheduling, AAAI, 2018.
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2018 | Journal Article | LibreCat-ID: 3510
ML-Plan: Automated Machine Learning via Hierarchical Planning
F. Mohr, M.D. Wever, E. Hüllermeier, Machine Learning (2018).
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2017 | Conference Paper | LibreCat-ID: 1180
Automatic Machine Learning: Hierachical Planning Versus Evolutionary Optimization
M.D. Wever, F. Mohr, E. Hüllermeier, in: 27th Workshop Computational Intelligence, Dortmund, 2017.
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2017 | Conference Paper | LibreCat-ID: 71
Predicting Rankings of Software Verification Tools
M. Czech, E. Hüllermeier, M.-C. Jakobs, H. Wehrheim, in: Proceedings of the 3rd International Workshop on Software Analytics, 2017, pp. 23–26.
LibreCat | Files available | DOI
 
2017 | Conference Paper | LibreCat-ID: 115
Certification Matters for Service Markets
M.-C. Jakobs, J. Krämer, D. van Straaten, T. Lettmann, in: T.P. Marcelo De Barros, Janusz Klink,Tadeus Uhl (Ed.), The Ninth International Conferences on Advanced Service Computing (SERVICE COMPUTATION), 2017, pp. 7–12.
LibreCat | Files available
 
2016 | Conference Paper | LibreCat-ID: 218
Automatic Composition of Service-based Image Processing Applications
A. Jungmann, B. Kleinjohann, in: Proceedings of the 13th IEEE International Conference on Services Computing (SCC), 2016, pp. 106--113.
LibreCat | Files available | DOI
 
2016 | Conference Paper | LibreCat-ID: 225
A Holistic and Adaptive Approach for Automated Prototyping of Image Processing Functionality
A. Jungmann, B. Kleinjohann, in: Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), 2016, pp. 1--8.
LibreCat | Files available | DOI
 
2016 | Journal Article | LibreCat-ID: 190
Imprecise Matching of Requirements Specifications for Software Services using Fuzzy Logic
M.C. Platenius, A. Shaker, M. Becker, E. Hüllermeier, W. Schäfer, IEEE Transactions on Software Engineering (TSE), Presented at ICSE 2017 (2016) 739–759.
LibreCat | Files available | DOI
 
2015 | Conference Paper | LibreCat-ID: 319
Automated Online Service Composition
F. Mohr, A. Jungmann, H. Kleine Büning, in: Proceedings of the 12th IEEE International Conference on Services Computing (SCC), 2015, pp. 57--64.
LibreCat | Files available | DOI
 
2015 | Conference Paper | LibreCat-ID: 245
Systematically Deriving Quality Metrics for Cloud Computing Systems
M. Becker, S. Lehrig, S. Becker, in: Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, New York, NY, USA, 2015, pp. 169--174.
LibreCat | Files available | DOI
 
2015 | Conference Paper | LibreCat-ID: 315
Combining Service-oriented Computing with Embedded Systems - A Robotics Case Study
A. Jungmann, J. Jatzkowski, B. Kleinjohann, in: Proceedings of the 5th IFIP International Embedded Systems Symposium, 2015.
LibreCat | Files available
 
2015 | Conference Paper | LibreCat-ID: 272
On Adaptivity for Automated Composition of Service Functionality
A. Jungmann, in: Proceedings of the IEEE 11th World Congress on Services (SERVICES), 2015, pp. 329--332.
LibreCat | Files available | DOI
 
2015 | Journal Article | LibreCat-ID: 323
An approach towards adaptive service composition in markets of composed services
A. Jungmann, F. Mohr, Journal of Internet Services and Applications (2015) 1–18.
LibreCat | Files available | DOI
 
2015 | Journal Article | LibreCat-ID: 3343
Learning Boolean Specifications
U. Bubeck, H. Kleine Büning, Artificial Intelligence (2015) 246–257.
LibreCat | Files available | DOI
 
2015 | Conference Paper | LibreCat-ID: 324
A Metric for Functional Reusability of Services
F. Mohr, in: Proceedings of the 14th International Conference on Software Reuse (ICSR), 2015, pp. 298--313.
LibreCat | Files available | DOI
 
2015 | Conference Paper | LibreCat-ID: 280
Market-Specific Service Compositions: Specification and Matching
S. Arifulina, M.C. Platenius, F. Mohr, G. Engels, W. Schäfer, in: Proceedings of the IEEE 11th World Congress on Services (SERVICES), Visionary Track: Service Composition for the Future Internet, 2015, pp. 333--340.
LibreCat | Files available | DOI
 
2014 | Conference Paper | LibreCat-ID: 345
Towards Context-Sensitive Service Composition for Service-Oriented Image Processing
A. Jungmann, B. Kleinjohann, in: Proceedings of the 6th International Conference on Cloud Computing Technology and Science (CloudCom), 2014, pp. 755–758.
LibreCat | Files available | DOI
 
2014 | Journal Article | LibreCat-ID: 410
Incorporating Reputation Information into Decision-Making Processes in Markets of Composed Services
A. Jungmann, S. Brangewitz, R. Petrlic, M.C. Platenius, International Journal On Advances in Intelligent Systems (IntSys) 7 (2014) 572--594.
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2014 | Conference Paper | LibreCat-ID: 346
Towards a Flexible and Privacy-Preserving Reputation System for Markets of Composed Services
S. Brangewitz, A. Jungmann, R. Petrlic, M.C. Platenius, in: Proceedings of the 6th International Conferences on Advanced Service Computing (SERVICE COMPUTATION), 2014, pp. 49–57.
LibreCat | Files available
 
2014 | Conference Paper | LibreCat-ID: 447
Combining Automatic Service Composition with Adaptive Service Recommendation for Dynamic Markets of Services
A. Jungmann, F. Mohr, B. Kleinjohann, in: Proceedings of the 10th World Congress on Services (SERVICES), 2014, pp. 346–353.
LibreCat | Files available | DOI
 
2014 | Conference Paper | LibreCat-ID: 353
Template-based Generation of Semantic Services
F. Mohr, S. Walther, in: Proceedings of the 14th International Conference on Software Reuse (ICSR), 2014, pp. 188–203.
LibreCat | Files available | DOI
 
2014 | Conference Paper | LibreCat-ID: 428
Estimating Functional Reusability of Services
F. Mohr, in: Proceedings of the 12th International Conference on Service Oriented Computing (ICSOC), 2014, pp. 411–418.
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2014 | Conference Paper | LibreCat-ID: 366
Security and Privacy Challenges in On-The-Fly Computing
R. Petrlic, A. Jungmann, M.C. Platenius, W. Schäfer, C. Sorge, in: Tagungsband Der 4. Konferenz Software-Technologien Und -Prozesse (STeP 2014), 2014, pp. 131–142.
LibreCat | Files available
 
2014 | Conference Paper | LibreCat-ID: 425
Evaluation of Color Spaces for Robust Image Segmentation
A. Jungmann, J. Jatzkowski, B. Kleinjohann, in: Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISAPP), 2014, pp. 648–655.
LibreCat | Files available
 
2014 | Conference Paper | LibreCat-ID: 407
Issues of Automated Software Composition in AI Planning
F. Mohr, in: Proceedings of the 29th International Conference on Automated Software Engineering (ASE), 2014, pp. 895--898.
LibreCat | Files available | DOI
 
2014 | Conference Paper | LibreCat-ID: 457
Applying Reinforcement Learning for Resolving Ambiguity in Service Composition
A. Jungmann, F. Mohr, B. Kleinjohann, in: Proceedings of the 7th International Conference on Service Oriented Computing and Applications (SOCA), 2014, pp. 105–112.
LibreCat | Files available | DOI
 
2013 | Conference Paper | LibreCat-ID: 516
Learning Recommendation System for Automated Service Composition
A. Jungmann, B. Kleinjohann, in: Proceedings of the 10th IEEE International Conference on Services Computing (SCC), 2013, pp. 97–104.
LibreCat | Files available | DOI
 
2013 | Conference Paper | LibreCat-ID: 485
Semi-Automated Software Composition Through Generated Components
F. Mohr, H. Kleine Büning, in: Proceedings of the 15th International Conference on Information Integration and Web-Based Applications & Services (IiWAS), 2013, pp. 676–680.
LibreCat | Files available | DOI
 
2013 | Journal Article | LibreCat-ID: 515
Learning Service Recommendations
A. Jungmann, B. Kleinjohann, E. Kleinjohann, International Journal of Business Process Integration and Management (2013) 284–297.
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2013 | Conference Paper | LibreCat-ID: 495
Reducing Nondeterminism in Automated Service Composition
F. Mohr, T. Lettmann, H. Kleine Büning, in: Proceedings of the 6th International Conference on Service Oriented Computing and Applications (SOCA), 2013, pp. 154–161.
LibreCat | Files available | DOI
 
2012 | Conference Paper | LibreCat-ID: 617
Efficient Color-Based Image Segmentation and Feature Classification for Image Processing in Embedded Systems
A. Jungmann, B. Kleinjohann, E. Kleinjohann, M. Bieshaar, in: Proceedings of the Fourth International Conference on Resource Intensive Applications and Services (INTENSIVE), 2012, pp. 22–29.
LibreCat | Files available
 
2012 | Conference Paper | LibreCat-ID: 568
Towards the Application of Reinforcement Learning Techniques for Quality-Based Service Selection in Automated Service Composition
A. Jungmann, B. Kleinjohann, in: Proceedings of the 9th IEEE International Conference on Service Computing (SCC), 2012, pp. 701–702.
LibreCat | Files available | DOI
 
2012 | Conference Paper | LibreCat-ID: 571
Towards an Integrated Service Rating and Ranking Methodology for Quality Based Service Selection in Automatic Service Composition
A. Jungmann, B. Kleinjohann, in: Proceedings of the 4th International Conferences on Advanced Service Computing (SERVICE COMPUTATION), 2012, pp. 43–47.
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