Publikationen

Google Scholar

Journal Articles

Rodrigo Rico Gómez, Joe Lorentz, Thomas Hartmann, Arda Goknil, Inder Pal Singh, Tayfun Gökmen Halaç, and Gülnaz Boruzanlı Ekinci. 2024. An AI pipeline for garment price projection using computer vision. Neural Computing and Applications 36, 25 (Sep 2024), 15631–15651. doi.org/10.1007/s00521-024-09901-w
Joe Lorentz, Thomas Hartmann, Assaad Moawad, Francois Fouquet, Djamila Aouada, and Yves Le Traon. CalcGraph: taming the high costs of deep learning using models. Software & Systems Modeling 22, 1151–1174 (2023). https://doi.org/10.1007/s10270-022-01052-7
Bogdan Toader, Assaad Moawad, Thomas Hartmann, Francesco Viti and Zhuping Zhou. 2021. A Data-Driven Scalable Method for Profiling and Dynamic Analysis of Shared Mobility Solutions. Journal of Advanced Transportation, 2021, Volume 2021. DOI: 10.1155/2021/594356
Thomas Hartmann, Francois Fouquet, Assaad Moawad, Romain Rouvoy, and Yves Le Traon. 2019. GreyCat: Efficient what-if analytics for data in motion at scale. Information Systems 83, C (Jul 2019), 101–117. https://doi.org/10.1016/j.is.2019.03.004
Thomas Hartmann, Assaad Moawad, Francois Fouquet, and Yves Le Traon. 2019. The next evolution of MDE: a seamless integration of machine learning into domain modeling. Software & Systems Modeling 18, 2 (Apr 2019), 1285–1304. https://doi.org/10.1007/s10270-017-0600-2

Conference Papers

Francois Fouquet, Thomas Hartmann, Cyril Cecchinel, and Benoit Combemale. 2024. GreyCat: A Framework to Develop Digital Twins at Large Scale. In Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems (MODELS Companion '24). Association for Computing Machinery, New York, NY, USA, 492–495. https://doi.org/10.1145/3652620.3688265
Joe Lorentz, Thomas Hartmann, Assaad Moawad, and Djamila Aouada. Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data. In 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS), Berlin, Germany, 2023, pp. 1-6, doi: 10.1109/COINS57856.2023.10189246. https://doi.ieeecomputersociety.org/10.1109/COINS57856.2023.10189246
Joe Lorentz, Assaad Moawad, Thomas Hartmann, and Djamila Aouada. Profiling the real world potential of neural network compression. 2022 IEEE International Conference on Omni-layer Intelligent Systems (COINS), Barcelona, Spain, 2022, pp. 1-6, doi: 10.1109/COINS54846.2022.9854973.
Joe Lorentz, Thomas Hartmann, Assaad Moawad, Francois Fouquet, and Djamila Aouada. 2021. Explaining Defect Detection with Saliency Maps. In Advances and Trends in Artificial Intelligence. From Theory to Practice: 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Kuala Lumpur, Malaysia, July 26–29, 2021, Proceedings, Part II. Springer-Verlag, Berlin, Heidelberg, 506–518. https://doi.org/10.1007/978-3-030-79463-7_43
Thomas Hartmann, Assaad Moawad, Cedric Schockaert, Francois Fouquet, and Yves Le Traon. Meta-Modelling Meta-Learning. 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems (MODELS), Munich, Germany, 2019, pp. 300-305, doi: 10.1109/MODELS.2019.00014.
Francois Fouquet, Thomas Hartmann, Sébastien Mosser, and Maxime Cordy. 2018. Enabling lock-free concurrent workers over temporal graphs composed of multiple time-series. In Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC '18). Association for Computing Machinery, New York, NY, USA, 1054–1061. https://doi.org/10.1145/3167132.3167255
Ludovic Mouline, Amine Benelallam, Thomas Hartmann, François Fouquet, Johann Bourcier, Brice Morin, and Olivier Barais. 2018. Enabling temporal-aware contexts for adaptative distributed systems. In Proceedings of the 33rd Annual ACM Symposium on Applied Computing (SAC '18). Association for Computing Machinery, New York, NY, USA, 1433–1440. https://doi.org/10.1145/3167132.3167286
Thomas Hartmann, Francois Fouquet, Matthieu Jimenez, Romain Rouvoy, and Yves Le Traon. Analyzing Complex Data in Motion at Scale with Temporal Graphs. In Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering. 2017. Pittsburgh, USA. DOI:10.18293/SEKE2017-048
Amine Benelallam, Thomas Hartmann, Ludovic Mouline, Francois Fouquet, Johann Bourcier, Olivier Barais, and Yves Le Traon. 2017. Raising time awareness in model-driven engineering. In Proceedings of the ACM/IEEE 20th International Conference on Model Driven Engineering Languages and Systems (MODELS '17). IEEE Press, 181–188. https://doi.org/10.1109/MODELS.2017.11
Bogdan Toader, Assaad Moawad, Francois Fouquet, Thomas Hartmann, Mioara Popescu, and Francesco Viti. A new modelling framework over temporal graphs for collaborative mobility recommendation systems. 2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC), Yokohama, Japan, 2017, pp. 1-6, doi: 10.1109/ITSC.2017.8317664.
Thomas Hartmann, Assaad Moawad, Francois Fouquet, Yves Reckinger, Jacques Klein, and Yves Le Traon. 2016. Near real-time electric load approximation in low voltage cables of smart grids with models@run.time. In Proceedings of the 31st Annual ACM Symposium on Applied Computing (SAC '16). Association for Computing Machinery, New York, NY, USA, 2119–2126. https://doi.org/10.1145/2851613.2853125
Thomas Hartmann, Assaad Moawad, Francois Fouquet, Gregory Nain, Jacques Klein, and Yves Le Traon. 2015. Stream my models: reactive peer-to-peer distributed models@run.time. In Proceedings of the 18th International Conference on Model Driven Engineering Languages and Systems (MODELS '15). IEEE Press, 80–89.
Assaad Moawad, Thomas Hartmann, Francois Fouquet, Gregory Nain, Jacques Klein, and Yves Le Traon. 2015. Beyond discrete modeling: a continuous and efficient model for IoT. In Proceedings of the 18th International Conference on Model Driven Engineering Languages and Systems (MODELS '15). IEEE Press, 90–99.
Assaad Moawad, Thomas Hartmann, Francois Fouquet, Jacques Klein, and Yves Le Traon. 2015. Adaptive blurring of sensor data to balance privacy and utility for ubiquitous services. In Proceedings of the 30th Annual ACM Symposium on Applied Computing (SAC '15). Association for Computing Machinery, New York, NY, USA, 2271–2278. https://doi.org/10.1145/2695664.2695855
Thomas Hartmann, Assaad Moawad, Francois Fouquet, Yves Reckinger, Tejeddine Mouelhi, Jacques Klein, and Yves Le Traon. Suspicious electric consumption detection based on multi-profiling using live machine learning. 2015 IEEE International Conference on Smart Grid Communications (SmartGridComm), Miami, FL, USA, 2015, pp. 891-896, doi: 10.1109/SmartGridComm.2015.7436414.
Assaad Moawad, Thomas Hartmann, Francois Fouquet, Gregory Nain, Jacques Klein, and Johann Bourcier. 2015. Polymer: A Model-Driven Approach for Simpler, Safer, and Evolutive Multi-Objective Optimization Development. In Proceedings of the 3rd International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2015). SCITEPRESS - Science and Technology Publications, Lda, Setubal, PRT, 286–293. https://doi.org/10.5220/0005243202860293
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, and Yves Le Traon. Reasoning at Runtime using time-distorted Contexts: A Models@run.time based Approach. In Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering. 2014. Vancouver, Canada. SEKE 2014: 586-591.
Thomas Hartmann, Francois Fouquet, Gregory Nain, Brice Morin, Jacques Klein, Olivier Barais, and Yves Le Traon. A Native Versioning Concept to Support Historized Models at Runtime. In Model-Driven Engineering Languages and Systems - 17th International Conference, MODELS 2014, Valencia, Spain, September 28 - October 3, 2014. Proceedings edited by J. Dingel, W. Schulte, I. Ramos, S. Abrahao, and E. Insfran, 252-268. 1st. Springer, 2014. doi:10.1007/978-3-319-11653-2_16
Thomas Hartmann, Francois Fouquet, Jacques Klein, Yves Le Traon, Alexander Pelov, and Laurent Toutain. Generating realistic Smart Grid communication topologies based on real-data. 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm), Venice, Italy, 2014, pp. 428-433, doi: 10.1109/SmartGridComm.2014.7007684.

Workshops and Poster Presentations

Hartmann, Thomas; Fouquet, Francois; Klein, Jacques; Nain, Gregory; Le Traon, Yves; (2014). Reactive security for smart grids using models@ run. time-based simulation and reasoning. International Workshop on Smart Grid Security, pp. 139-153. Springer International Publishing
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, and Yves Le Traon. Model-based time-distorted Contexts for efficient temporal Reasoning. 26th International Conference on Software Engineering and Knowledge Engineering. Poster and Demo. 2014. Vancouver, Canada. SEKE 2014: 746-747