Thomas Hartmann

According to our database, Thomas Hartmann authored at least 28 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

CalcGraph: taming the high costs of deep learning using models.

Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada, Yves Le Traon

Softw. Syst. Model., August, 2023

Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data.

Joe Lorentz, Thomas Hartmann, Assaad Moawad, Djamila Aouada

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

Profiling the real world potential of neural network compression.

Joe Lorentz, Assaad Moawad, Thomas Hartmann, Djamila Aouada

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2022

2021

Explaining Defect Detection with Saliency Maps.

Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada

Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021

2019

The next evolution of MDE: a seamless integration of machine learning into domain modeling.

Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Le Traon

Softw. Syst. Model., 2019

GreyCat: Efficient what-if analytics for data in motion at scale.

Thomas Hartmann, François Fouquet, Assaad Moawad, Romain Rouvoy, Yves Le Traon

Inf. Syst., 2019

Meta-Modelling Meta-Learning.

Thomas Hartmann, Assaad Moawad, Cedric Schockaert, François Fouquet, Yves Le Traon

Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2019

2018

Enabling temporal-aware contexts for adaptative distributed systems.

Ludovic Mouline, Amine Benelallam, Thomas Hartmann, François Fouquet, Johann Bourcier, Brice Morin, Olivier Barais

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

Enabling lock-free concurrent workers over temporal graphs composed of multiple time-series.

François Fouquet, Thomas Hartmann, Sébastien Mosser, Maxime Cordy

Proceedings of the 33rd Annual ACM Symposium on Applied Computing, 2018

2017

Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE.

Andrey Boytsov, François Fouquet, Thomas Hartmann, Yves Le Traon

CoRR, 2017

Model-Driven Analytics: Connecting Data, Domain Knowledge, and Learning.

Thomas Hartmann, Assaad Moawad, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon, Jean-Marc Jézéquel

CoRR, 2017

Analyzing Complex Data in Motion at Scale with Temporal Graphs.

Thomas Hartmann, François Fouquet, Matthieu Jimenez, Romain Rouvoy, Yves Le Traon

Proceedings of the 29th International Conference on Software Engineering and Knowledge Engineering, 2017

Weaving Rules into [e-mail] for Embedded Smart Systems.

Ludovic Mouline, Thomas Hartmann, François Fouquet, Yves Le Traon, Johann Bourcier, Olivier Barais

Proceedings of the Companion to the first International Conference on the Art, 2017

Raising Time Awareness in Model-Driven Engineering: Vision Paper.

Amine Benelallam, Thomas Hartmann, Ludovic Mouline, François Fouquet, Johann Bourcier, Olivier Barais, Yves Le Traon

Proceedings of the 20th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2017

A new modelling framework over temporal graphs for collaborative mobility recommendation systems.

Bogdan Toader, Assaad Moawad, François Fouquet, Thomas Hartmann, Mioara Popescu, Francesco Viti

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016

Enabling Model-Driven Live Analytics For Cyber-Physical Systems: The Case of Smart Grids.

Thomas Hartmann

PhD thesis, 2016

Near real-time electric load approximation in low voltage cables of smart grids with [e-mail].

Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Reckinger, Jacques Klein, Yves Le Traon

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

2015

Suspicious electric consumption detection based on multi-profiling using live machine learning.

Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Reckinger, Tejeddine Mouelhi, Jacques Klein, Yves Le Traon

Proceedings of the 2015 IEEE International Conference on Smart Grid Communications, 2015

Adaptive blurring of sensor data to balance privacy and utility for ubiquitous services.

Assaad Moawad, Thomas Hartmann, François Fouquet, Jacques Klein, Yves Le Traon

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

Polymer - A Model-driven Approach for Simpler, Safer, and Evolutive Multi-objective Optimization Development.

Assaad Moawad, Thomas Hartmann, François Fouquet, Grégory Nain, Jacques Klein, Johann Bourcier

Proceedings of the MODELSWARD 2015, 2015

Beyond discrete modeling: A continuous and efficient model for IoT.

Assaad Moawad, Thomas Hartmann, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon

Proceedings of the 18th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2015

Stream my models: Reactive peer-to-peer distributed [e-mail].

Thomas Hartmann, Assaad Moawad, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon

Proceedings of the 18th ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2015

2014

Leveraging Time Distortion for seamless Navigation into Data Space-Time Continuum.

Thomas Hartmann, François Fouquet, Yves Le Traon, Brice Morin

CoRR, 2014

Reactive Security for Smart Grids Using [e-mail]-Based Simulation and Reasoning.

Thomas Hartmann, François Fouquet, Jacques Klein, Grégory Nain, Yves Le Traon

Proceedings of the Smart Grid Security - Second International Workshop, 2014

Generating realistic Smart Grid communication topologies based on real-data.

Thomas Hartmann, François Fouquet, Jacques Klein, Yves Le Traon, Alexander Pelov, Laurent Toutain, Tanguy Ropitault

Proceedings of the 2014 IEEE International Conference on Smart Grid Communications, 2014

Model-based time-distorted Contexts for efficient temporal Reasoning.

Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Yves Le Traon

Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

Reasoning at Runtime using time-distorted Contexts: A [e-mail] based Approach.

Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Yves Le Traon

Proceedings of the 26th International Conference on Software Engineering and Knowledge Engineering, 2014

A Native Versioning Concept to Support Historized Models at Runtime.

Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Olivier Barais, Yves Le Traon

Proceedings of the Model-Driven Engineering Languages and Systems, 2014