Jean-Luc Guérin

Publication Activity (10 Years)

Years Active: 1989-2022
Publications (10 Years): 11

Top Topics

Multivariate Time Series

Autism Spectrum Disorder

Visual Attention

Top Venues

Publications

Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen
Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking. HEALTHINF (2022)
Mahmoud Elbattah, Colm Loughnane, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen
Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data. J. Imaging 7 (5) (2021)
Fabien Viton, Clémence Mauger, Gilles Dequen, Jean-Luc Guérin, Gaël Le Mahec
Proportional representation to increase data utility in k-anonymous tables. ISCC (2021)
Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen
Generative Modeling of Synthetic Eye-tracking Data: NLP-based Approach with Recurrent Neural Networks. IJCCI (2020)
Fabien Viton, Mahmoud Elbattah, Jean-Luc Guérin, Gilles Dequen
Heatmaps for Visual Explainability of CNN-Based Predictions for Multivariate Time Series with Application to Healthcare. ICHI (2020)
Fabien Viton, Mahmoud Elbattah, Jean-Luc Guérin, Gilles Dequen
Multi-channel ConvNet Approach to Predict the Risk of in-Hospital Mortality for ICU Patients. DeLTA (2020)
Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen
NLP-Based Approach to Detect Autism Spectrum Disorder in Saccadic Eye Movement. SSCI (2020)
Romuald Carette, Mahmoud Elbattah, Federica Cilia, Gilles Dequen, Jean-Luc Guérin, Jérôme Bosche
Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking Scanpaths. HEALTHINF (2019)
Mahmoud Elbattah, Romuald Carette, Gilles Dequen, Jean-Luc Guérin, Federica Cilia
Learning Clusters in Autism Spectrum Disorder: Image-Based Clustering of Eye-Tracking Scanpaths with Deep Autoencoder. EMBC (2019)
Romuald Carette, Mahmoud Elbattah, Gilles Dequen, Jean-Luc Guérin, Federica Cilia
Visualization of Eye-Tracking Patterns in Autism Spectrum Disorder: Method and Dataset. ICDIM (2018)
Romuald Carette, Federica Cilia, Gilles Dequen, Jérôme Bosche, Jean-Luc Guérin, Luc Vandromme
Automatic Autism Spectrum Disorder Detection Thanks to Eye-Tracking and Neural Network-Based Approach. HealthyIoT (2017)
Yannick Marchand, Jean-Luc Guérin
Nestor: A Trail Blazer for Hypertexts. ICTAI (1996)
Yannick Marchand, Jean-Luc Guérin, Jean-Paul A. Barthès
A Hopfield's model to find implicit links in hypertexts. ICNN (1996)
Yannick Marchand, Jean-Luc Guérin, Jean-Paul A. Barthès
From a set of technical documents to a hypertext system on the Web. WebNet (1996)
Jean-Luc Guérin, Paul Y. Gloess
GrafOLog: a Visual Language for a Logic with Objects. J. Vis. Lang. Comput. 4 (3) (1993)
Jean-Luc Guérin, Paul Y. Gloess
Programmation Logique et Objets sans variables par le dessin. SPLT (1989)