Nicolas Sourbier

According to our database, Nicolas Sourbier authored at least 6 papers between 2018 and 2022.

Collaborative distances:

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

2022

Learning-Based Network Intrusion Detection: an Imbalanced, Constantly Evolving and Timely Problem. (Détection d'intrusion réseau par apprentissage machine: un problème temporel, déséquilibré et en constante évolution).

Nicolas Sourbier

PhD thesis, 2022

SECURE-GEGELATI Always-On Intrusion Detection through GEGELATI Lightweight Tangled Program Graphs.

Nicolas Sourbier, Karol Desnos, Thomas Guyet, Frédéric Majorczyk, Olivier Gesny, Maxime Pelcat

J. Signal Process. Syst., 2022

Ultra-Fast Machine Learning Inference through C Code Generation for Tangled Program Graphs.

Karol Desnos, Thomas Bourgoin, Mickaël Dardaillon, Nicolas Sourbier, Olivier Gesny, Maxime Pelcat

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Imbalanced classification with tpg genetic programming: impact of problem imbalance and selection mechanisms.

Nicolas Sourbier, Justine Bonnot, Frédéric Majorczyk, Olivier Gesny, Thomas Guyet, Maxime Pelcat

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs.

Karol Desnos, Nicolas Sourbier, Pierre-Yves Raumer, Olivier Gesny, Maxime Pelcat

Proceedings of the DASIP '21: Workshop on Design and Architectures for Signal and Image Processing (14th edition), 2021

2018

Optimization of Calibration Algorithms on a Manycore Embedded Platform.

Nicolas Sourbier, Jean-François Nezan, Cyril Tasse, Julien Hascoet

Proceedings of the 2018 IEEE International Workshop on Signal Processing Systems, 2018