Thomas Hartmann

33 papers A 6C 4Misc 4Journal 9Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
An AI pipeline for garment price projection using computer vision.
Neural Comput. Appl.
Rodrigo Rico Gómez, Joe Lorentz, Thomas Hartmann, Arda Goknil, Inder Pal Singh, Tayfun Gökmen Halaç, Gülnaz Boruzanli Ekinci
2024 — conf
GreyCat: A Framework to Develop Digital Twins at Large Scale.
MoDELS (Companion)
François Fouquet, Thomas Hartmann, Cyril Cecchinel, Benoît Combemale
2023 J jnl
CalcGraph: taming the high costs of deep learning using models.
Softw. Syst. Model.
Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada, Yves Le Traon
2023 — conf
Industrial defect detection on the edge with deep learning over scarcely labeled and extremely imbalanced data.
COINS
Joe Lorentz, Thomas Hartmann, Assaad Moawad, Djamila Aouada
2022 — conf
Profiling the real world potential of neural network compression.
COINS
Joe Lorentz, Assaad Moawad, Thomas Hartmann, Djamila Aouada
2021 — conf
Explaining Defect Detection with Saliency Maps.
IEA/AIE (2)
Joe Lorentz, Thomas Hartmann, Assaad Moawad, François Fouquet, Djamila Aouada
2019 J jnl
GreyCat: Efficient what-if analytics for data in motion at scale.
Inf. Syst.
Thomas Hartmann, François Fouquet, Assaad Moawad, Romain Rouvoy, Yves Le Traon
2019 A conf
Meta-Modelling Meta-Learning.
MoDELS
Thomas Hartmann, Assaad Moawad, Cedric Schockaert, François Fouquet, Yves Le Traon
2019 J jnl
The next evolution of MDE: a seamless integration of machine learning into domain modeling.
Softw. Syst. Model.
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Le Traon
2018 Misc conf
Enabling lock-free concurrent workers over temporal graphs composed of multiple time-series.
SAC
François Fouquet, Thomas Hartmann, Sébastien Mosser, Maxime Cordy
2018 Misc conf
Enabling temporal-aware contexts for adaptative distributed systems.
SAC
Ludovic Mouline, Amine Benelallam, Thomas Hartmann, François Fouquet, Johann Bourcier, Brice Morin, Olivier Barais
2018 J jnl
GreyCat: Efficient What-If Analytics for Data in Motion at Scale.
CoRR
Thomas Hartmann, François Fouquet, Assaad Moawad, Romain Rouvoy, Yves Le Traon
2017 — conf
A new modelling framework over temporal graphs for collaborative mobility recommendation systems.
ITSC
Bogdan Toader, Assaad Moawad, François Fouquet, Thomas Hartmann, Mioara Popescu, Francesco Viti
2017 C conf
Analyzing Complex Data in Motion at Scale with Temporal Graphs.
SEKE
Thomas Hartmann, François Fouquet, Matthieu Jimenez, Romain Rouvoy, Yves Le Traon
2017 J jnl
Model-Driven Analytics: Connecting Data, Domain Knowledge, and Learning.
CoRR
Thomas Hartmann, Assaad Moawad, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon, Jean-Marc Jézéquel
2017 A conf
Raising Time Awareness in Model-Driven Engineering: Vision Paper.
MoDELS
Amine Benelallam, Thomas Hartmann, Ludovic Mouline, François Fouquet, Johann Bourcier, Olivier Barais, Yves Le Traon
2017 A conf
The Next Evolution of MDE: A Seamless Integration of Machine Learning into Domain Modeling.
MoDELS
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Le Traon
2017 J jnl
Visualizing and Exploring Dynamic High-Dimensional Datasets with LION-tSNE.
CoRR
Andrey Boytsov, François Fouquet, Thomas Hartmann, Yves Le Traon
2017 — conf
Weaving Rules into [email protected] for Embedded Smart Systems.
Programming
Ludovic Mouline, Thomas Hartmann, François Fouquet, Yves Le Traon, Johann Bourcier, Olivier Barais
2017 J jnl
Weaving Rules into [email protected] for Embedded Smart Systems.
CoRR
Ludovic Mouline, Thomas Hartmann, François Fouquet, Yves Le Traon, Johann Bourcier, Olivier Barais
2016 — —
Enabling Model-Driven Live Analytics For Cyber-Physical Systems: The Case of Smart Grids.
Thomas Hartmann
2016 Misc conf
Near real-time electric load approximation in low voltage cables of smart grids with [email protected].
SAC
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Reckinger, Jacques Klein, Yves Le Traon
2015 Misc conf
Adaptive blurring of sensor data to balance privacy and utility for ubiquitous services.
SAC
Assaad Moawad, Thomas Hartmann, François Fouquet, Jacques Klein, Yves Le Traon
2015 A conf
Beyond discrete modeling: A continuous and efficient model for IoT.
MoDELS
Assaad Moawad, Thomas Hartmann, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon
2015 C conf
Polymer - A Model-driven Approach for Simpler, Safer, and Evolutive Multi-objective Optimization Development.
MODELSWARD
Assaad Moawad, Thomas Hartmann, François Fouquet, Grégory Nain, Jacques Klein, Johann Bourcier
2015 A conf
Stream my models: Reactive peer-to-peer distributed [email protected].
MoDELS
Thomas Hartmann, Assaad Moawad, François Fouquet, Grégory Nain, Jacques Klein, Yves Le Traon
2015 — conf
Suspicious electric consumption detection based on multi-profiling using live machine learning.
SmartGridComm
Thomas Hartmann, Assaad Moawad, François Fouquet, Yves Reckinger, Tejeddine Mouelhi, Jacques Klein, Yves Le Traon
2014 A conf
A Native Versioning Concept to Support Historized Models at Runtime.
MoDELS
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Olivier Barais, Yves Le Traon
2014 — conf
Generating realistic Smart Grid communication topologies based on real-data.
SmartGridComm
Thomas Hartmann, François Fouquet, Jacques Klein, Yves Le Traon, Alexander Pelov, Laurent Toutain, Tanguy Ropitault
2014 J jnl
Leveraging Time Distortion for seamless Navigation into Data Space-Time Continuum.
CoRR
Thomas Hartmann, François Fouquet, Yves Le Traon, Brice Morin
2014 C conf
Model-based time-distorted Contexts for efficient temporal Reasoning.
SEKE
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Yves Le Traon
2014 — conf
Reactive Security for Smart Grids Using [email protected] Simulation and Reasoning.
SmartGridSec
Thomas Hartmann, François Fouquet, Jacques Klein, Grégory Nain, Yves Le Traon
2014 C conf
Reasoning at Runtime using time-distorted Contexts: A [email protected] based Approach.
SEKE
Thomas Hartmann, François Fouquet, Grégory Nain, Brice Morin, Jacques Klein, Yves Le Traon