Thomas Hartmann

ORCID

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 24

Top Venues

University of Luxembourg (PHD)

Education History

University of Luxembourg

PHD

Publications

Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada, Yves Le Traon
CalcGraph: taming the high costs of deep learning using models. Softw. Syst. Model. 22 (4) (2023)
Joe Lorentz, Thomas Hartmann, Assaad Moawad, Djamila Aouada
Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data. COINS (2023)
Joe Lorentz, Assaad Moawad, Thomas Hartmann, Djamila Aouada
Profiling the real world potential of neural network compression. COINS (2022)
Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada
Explaining Defect Detection with Saliency Maps. IEA/AIE (2) (2021)
Thomas Hartmann, Assaad Moawad, Cedric Schockaert, François Fouquet, Yves Le Traon
Meta-Modelling Meta-Learning. MoDELS (2019)
Thomas Hartmann, François Fouquet, Assaad Moawad, Romain Rouvoy, Yves Le Traon
GreyCat: Efficient what-if analytics for data in motion at scale. Inf. Syst. 83 (2019)
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Le Traon
The next evolution of MDE: a seamless integration of machine learning into domain modeling. Softw. Syst. Model. 18 (2) (2019)
Thomas Hartmann, François Fouquet, Assaad Moawad, Romain Rouvoy, Yves Le Traon
GreyCat: Efficient What-If Analytics for Data in Motion at Scale. CoRR (2018)
François Fouquet, Thomas Hartmann, Sébastien Mosser, Maxime Cordy
Enabling lock-free concurrent workers over temporal graphs composed of multiple time-series. SAC (2018)
Ludovic Mouline, Amine Benelallam, Thomas Hartmann, François Fouquet, Johann Bourcier, Brice Morin, Olivier Barais
Enabling temporal-aware contexts for adaptative distributed systems. SAC (2018)
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Le Traon
The Next Evolution of MDE: A Seamless Integration of Machine Learning into Domain Modeling. MoDELS (2017)
Thomas Hartmann, Assaad Moawad, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon, Jean-Marc Jézéquel
Model-Driven Analytics: Connecting Data, Domain Knowledge, and Learning. CoRR (2017)
Ludovic Mouline, Thomas Hartmann, François Fouquet, Yves Le Traon, Johann Bourcier, Olivier Barais
Weaving Rules into Models@run.time for Embedded Smart Systems. CoRR (2017)
Thomas Hartmann, François Fouquet, Matthieu Jimenez, Romain Rouvoy, Yves Le Traon
Analyzing Complex Data in Motion at Scale with Temporal Graphs. SEKE (2017)
Amine Benelallam, Thomas Hartmann, Ludovic Mouline, François Fouquet, Johann Bourcier, Olivier Barais, Yves Le Traon
Raising Time Awareness in Model-Driven Engineering: Vision Paper. MoDELS (2017)
Ludovic Mouline, Thomas Hartmann, François Fouquet, Yves Le Traon, Johann Bourcier, Olivier Barais
Weaving Rules into Models@run.time for Embedded Smart Systems. Programming (2017)
Andrey Boytsov, François Fouquet, Thomas Hartmann, Yves Le Traon
Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE. CoRR (2017)
Bogdan Toader, Assaad Moawad, François Fouquet, Thomas Hartmann, Mioara Popescu, Francesco Viti
A new modelling framework over temporal graphs for collaborative mobility recommendation systems. ITSC (2017)
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Reckinger, Jacques Klein, Yves Le Traon
Near real-time electric load approximation in low voltage cables of smart grids with models@run.time. SAC (2016)
Thomas Hartmann, Assaad Moawad, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon
Stream my models: Reactive peer-to-peer distributed models@run.time. MoDELS (2015)
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Reckinger, Tejeddine Mouelhi, Jacques Klein, Yves Le Traon
Suspicious electric consumption detection based on multi-profiling using live machine learning. SmartGridComm (2015)
Assaad Moawad, Thomas Hartmann, François Fouquet, Jacques Klein, Yves Le Traon
Adaptive blurring of sensor data to balance privacy and utility for ubiquitous services. SAC (2015)
Assaad Moawad, Thomas Hartmann, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon
Beyond discrete modeling: A continuous and efficient model for IoT. MoDELS (2015)
Assaad Moawad, Thomas Hartmann, François Fouquet, Grégory Nain, Jacques Klein, Johann Bourcier
Polymer - A Model-driven Approach for Simpler, Safer, and Evolutive Multi-objective Optimization Development. MODELSWARD (2015)
Thomas Hartmann, François Fouquet, Jacques Klein, Yves Le Traon, Alexander Pelov, Laurent Toutain, Tanguy Ropitault
Generating realistic Smart Grid communication topologies based on real-data. SmartGridComm (2014)
Thomas Hartmann, François Fouquet, Jacques Klein, Grégory Nain, Yves Le Traon
Reactive Security for Smart Grids Using Models@run.time-Based Simulation and Reasoning. SmartGridSec (2014)
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Olivier Barais, Yves Le Traon
A Native Versioning Concept to Support Historized Models at Runtime. MoDELS (2014)
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Yves Le Traon
Reasoning at Runtime using time-distorted Contexts: A Models@run.time based Approach. SEKE (2014)
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Yves Le Traon
Model-based time-distorted Contexts for efficient temporal Reasoning. SEKE (2014)
Thomas Hartmann, François Fouquet, Yves Le Traon, Brice Morin
Leveraging Time Distortion for seamless Navigation into Data Space-Time Continuum. CoRR (2014)

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Publication Activity (10 Years)

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Thomas Hartmann