Federica Cilia

According to our database, Federica Cilia authored at least 8 papers between 2017 and 2022.

Collaborative distances:

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

2022

Vision-based Approach for Autism Diagnosis using Transfer Learning and Eye-tracking.

Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen

Proceedings of the 15th International Joint Conference on Biomedical Engineering Systems and Technologies, 2022

2021

Variational Autoencoder for Image-Based Augmentation of Eye-Tracking Data.

Mahmoud Elbattah, Colm Loughnane, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen

J. Imaging, 2021

2020

NLP-Based Approach to Detect Autism Spectrum Disorder in Saccadic Eye Movement.

Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen

Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020

Generative Modeling of Synthetic Eye-tracking Data: NLP-based Approach with Recurrent Neural Networks.

Mahmoud Elbattah, Jean-Luc Guérin, Romuald Carette, Federica Cilia, Gilles Dequen

Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

2019

Learning Clusters in Autism Spectrum Disorder: Image-Based Clustering of Eye-Tracking Scanpaths with Deep Autoencoder.

Mahmoud Elbattah, Romuald Carette, Gilles Dequen, Jean-Luc Guérin, Federica Cilia

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

Learning to Predict Autism Spectrum Disorder based on the Visual Patterns of Eye-tracking Scanpaths.

Romuald Carette, Mahmoud Elbattah, Federica Cilia, Gilles Dequen, Jean-Luc Guérin, Jérôme Bosche

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2019), 2019

2018

Visualization of Eye-Tracking Patterns in Autism Spectrum Disorder: Method and Dataset.

Romuald Carette, Mahmoud Elbattah, Gilles Dequen, Jean-Luc Guérin, Federica Cilia

Proceedings of the 2018 Thirteenth International Conference on Digital Information Management (ICDIM), 2018

2017

Automatic Autism Spectrum Disorder Detection Thanks to Eye-Tracking and Neural Network-Based Approach.

Romuald Carette, Federica Cilia, Gilles Dequen, Jérôme Bosche, Jean-Luc Guérin, Luc Vandromme

Proceedings of the Internet of Things (IoT) Technologies for HealthCare, 2017