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Sylvain Chevallier

Full Professor at LISN-CNRS, Université Paris-Saclay
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Open access
9
Documents
Current affiliations
  • 1066529
  • 1061259
Researcher identifiers

Presentation

After a PhD on bio-inspired robotic vision at LIMSI CNRS, I was a post-doc fellow in the neurocybernetic team of ETIS. I embraced a more machine learning centric approach to analyse EEG for Brain-Computer Interface (BCI) during two post-doc, one at INRIA and one at Telecom ParisTech. I worked as assistant professor at LISV, Université de Versailles-St Quentin on BCI for rehabilitation robotics, using Riemannian geometry and time series analysis. I am now full professor in A&O team of LISN-CNRS, Université Paris-Saclay.

Publications

tafsut-tagnithammou
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Semi-supervised optimal transport methods for detecting anomalies

Amina Alaoui-Belghiti , Sylvain Chevallier , Eric Monacelli , Guillaume Bao , Eric Azabou et al.
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2020, Barcelona, Spain. ⟨10.1109/ICASSP40776.2020.9053464⟩
Conference papers hal-02614100v1
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Unsupervised anomaly detection using optimal transport for predictive maintenance

Amina Alaoui-Belghiti , Sylvain Chevallier , Eric Monacelli
International Conference on Artificial Neural Networks, Sep 2019, Munich, Germany. ⟨10.1007/978-3-030-30490-4_54⟩
Conference papers hal-02541920v1
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From Euclidean to Riemannian Means: Information Geometry for SSVEP Classification

Emmanuel Kalunga , Sylvain Chevallier , Quentin Barthélemy , Karim Djouani , Yskandar Hamam et al.
Geometric Science of Information, Oct 2015, Palaiseau, France. pp.595-604, ⟨10.1007/978-3-319-25040-3_64⟩
Conference papers hal-01351753v1
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Adaptive visualization system for construction building information using saliency

Hugo Martin , Sylvain Chevallier , Eric Monacelli
15th International Conference on Construction Applications of Virtual Reality (CONVR 2015), Oct 2015, Banff, Canada. pp.317-326
Conference papers hal-01351881v1
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Hybrid interface: Integrating BCI in multimodal human-machine interfaces

Emmanuel Kalunga , Sylvain Chevallier , Olivier Rabreau , Eric Monacelli
IEEE/ASME International Conference on Advanced Intelligent Mechatronics, Jul 2014, Besançon, France. pp.530 - 535 ⟨10.1109/AIM.2014.6878132⟩
Conference papers hal-01352056v1
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SSVEP enhancement based on Canonical Correlation Analysis to improve BCI performances

Emmanuel Kalunga , Karim Djouani , Yskandar Hamam , Sylvain Chevallier , Eric Monacelli et al.
AFRICON 2013, Sep 2013, Pointe-Aux-Piments, Mauritius. ⟨10.1109/AFRCON.2013.6757776⟩
Conference papers hal-01352059v1