| Impact of resource sharing on performance and performance prediction: A survey A Abel, F Benz, J Doerfert, B Dörr, S Hahn, F Haupenthal, M Jacobs, ... International Conference on Concurrency Theory, 25-43, 2013 | 83 | 2013 |
| A model-driven approach to machine learning and software modeling for the IoT A Moin, M Challenger, A Badii, S Günnemann Software and Systems Modeling (SoSyM), 2022 | 33* | 2022 |
| Towards Model-Driven Engineering for Quantum AI A Moin, M Challenger, A Badii, S Günnemann INFORMATIK - GI Quantum Computing (QC) Workshop, 2022 | 19* | 2022 |
| Assisting bug triage in large open source projects using approximate string matching A Moin, G Neumann Proc. 7th Int. Conf. on Software Engineering Advances (ICSEA 2012). Lissabon …, 2012 | 19 | 2012 |
| Bug localization using revision log analysis and open bug repository text categorization A Moin, M Khansari IFIP International Conference on Open Source Systems, 188-199, 2010 | 19 | 2010 |
| ThingML+: Augmenting Model-Driven Software Engineering for the Internet of Things with Machine Learning. A Moin, S Rössler, S Günnemann ACM / IEEE International Conference on Model Driven Engineering Languages …, 2018 | 17 | 2018 |
| From Things’ Modeling Language (ThingML) to Things’ Machine Learning (ThingML2) A Moin, S Rössler, M Sayih, S Günnemann ACM / IEEE 23rd International Conference on Model Driven Engineering …, 2020 | 14 | 2020 |
| Data Analytics and Machine Learning Methods, Techniques and Tool for Model-Driven Engineering of Smart IoT Services A Moin International Conference on Software Engineering (ICSE) Companion (Doctoral …, 2021 | 12 | 2021 |
| Supporting AI Engineering on the IoT Edge through Model-Driven TinyML A Moin, M Challenger, A Badii, S Günnemann arXiv preprint arxiv:2107.02690v2, 2022 | 11 | 2022 |
| Model-Driven Engineering Techniques and Tools for Machine Learning-Enabled IoT Applications: A Scoping Review Z Mardani Korani, A Moin, A Rodrigues da Silva, JC Ferreira Sensors 23 (3), 1458, 2023 | 6 | 2023 |
| Sense-Deliberate-Act Cognitive Agents for Sense-Compute-Control Applications in the Internet of Things and Services A Moin Internet of Things. User-Centric IoT, 23-28, 2015 | 6 | 2015 |
| MDE for machine learning-enabled software systems: a case study and comparison of MontiAnna & ML-Quadrat JC Kirchhof, E Kusmenko, J Ritz, B Rumpe, A Moin, A Badii, ... Proceedings of the 25th International Conference on Model Driven Engineering …, 2022 | 5 | 2022 |
| ML-Quadrat & DriotData: A Model-Driven Engineering Tool and a Low-Code Platform for Smart IoT Services A Moin, A Mituca, M Challenger, A Badii, S Günnemann arXiv preprint arXiv:2107.02692, 2022 | 5 | 2022 |
| Access control for apps running on constrained devices in the internet of things A Mituca, A Moin, C Prehofer 2014 International Workshop on Secure Internet of Things (SIoT), 1-9, 2014 | 5 | 2014 |
| Domain Specific Modeling (DSM) as a Service for the Internet of Things and Services A Moin Internet of Things. User-Centric IoT, 347-354, 2015 | 4 | 2015 |
| Model-Driven Quantum Federated Learning (QFL) A Moin, A Badii, M Challenger Companion Proceedings of the 7th International Conference on the Art …, 2023 | 2 | 2023 |
| Machine Learning-Enabled Software and System Architecture Frameworks A Moin, A Badii, S Günnemann, M Challenger arXiv preprint arXiv:2308.05239, 2023 | 1* | 2023 |
| Enabling Automated Machine Learning for Model-Driven AI Engineering A Moin, U Wattanavaekin, A Lungu, M Challenger, A Badii, S Günnemann arXiv preprint arXiv:2203.02927, 2022 | 1 | 2022 |
| Model-Driven Engineering for Quantum Programming: A Case Study on Ground State Energy Calculation F Polat, H Tuncer, A Moin, M Challenger arXiv preprint arXiv:2405.17065, 2024 | | 2024 |
| Enabling Machine Learning in Software Architecture Frameworks A Moin, A Badii, S Günnemann, M Challenger International Conference on AI Engineering – Software Engineering for AI, 2023 | | 2023 |
Stephan GünnemannProfessor of Computer Science, Technical University of MunichVerified email at in.tum.de
