Federica Cilia

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 8

Top Topics

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)
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)
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)