Fouad Hadj-Selem

According to our database, Fouad Hadj-Selem authored at least 14 papers between 2014 and 2024.

Collaborative distances:

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

2024

Extracting Scenarios for Automated Driving Systems: A Statistical Based Occupation-Grid Approach with Deep Semi-Supervised Learning.

Walid Kheriji, Fouad Hadj-Selem, Ghada Ben Nejma, Thomas Bontemps, Laurent Durville, Mohamed-Cherif Rahal

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

Active Learning with Unfiltered Informativeness Technique for Object Detection.

Rafael Amauri Diniz Augusto, Mohamad Ghassany, Faten Chaieb, Fouad Hadj-Selem

Proceedings of the Artificial Intelligence Applications and Innovations, 2024

2021

Link traffic speed forecasting using convolutional attention-based gated recurrent unit.

Ghazaleh Khodabandelou, Walid Kheriji, Fouad Hadj-Selem

Appl. Intell., 2021

2020

Deep multi-task learning for individuals origin-destination matrices estimation from census data.

Mehdi Katranji, Sami Kraiem, Laurent Moalic, Guilhem Sanmarty, Ghazaleh Khodabandelou, Alexandre Caminada, Fouad Hadj-Selem

Data Min. Knowl. Discov., 2020

2019

Attention-based Gated Recurrent Unit for Links Traffic Speed Forecasting.

Ghazaleh Khodabandelou, Mehdi Katranji, Sami Kraiem, Walid Kheriji, Fouad Hadj-Selem

Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019

2018

Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty.

Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem, Mathieu Dubois, Renaud Jardri, Thomas Fovet, Philippe Ciuciu, Vincent Frouin, Edouard Duchesnay

IEEE Trans. Medical Imaging, 2018

Continuation of Nesterov's Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging.

Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay

IEEE Trans. Medical Imaging, 2018

Estimation of Time Delay caused by Point Geometry in Public Transport.

Muhammad Naeem, Mehdi Katranji, Guilhem Sanmarty, Sami Kraiem, Mahdi Zargayouna, Fouad Hadj-Selem

CoRR, 2018

Multi-task learning of daily work and study round-trips from survey data.

Mehdi Katranji, Sami Kraiem, Laurent Moalic, Guilhem Sanmarty, Alexandre Caminada, Fouad Hadj-Selem

CoRR, 2018

Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity.

Amicie de Pierrefeu, Tommy Löfstedt, Charles Laidi, Fouad Hadj-Selem, Marion Leboyer, Philippe Ciuciu, Josselin Houenou, Edouard Duchesnay

Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

RNN Encoder-Decoder for the inference of regular human mobility patterns.

Mehdi Katranji, Guilhem Sanmarty, Laurent Moalic, Sami Kraiem, Alexandre Caminada, Fouad Hadj-Selem

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016

Mobility data disaggregation: A transfer learning approach.

Mehdi Katranji, Etienne Thuillier, Sami Kraiem, Laurent Moalic, Fouad Hadj-Selem

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

How different mental workload levels affect the take-over control after automated driving.

Mercedes Bueno, Ebru Dogan, Fouad Hadj-Selem, Éric Monacelli, Serge Boverie, Anne Guillaume

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2014

Predictive support recovery with TV-Elastic Net penalty and logistic regression: An application to structural MRI.

Mathieu Dubois, Fouad Hadj-Selem, Tommy Löfstedt, Matthieu Perrot, Clara Fischer, Vincent Frouin, Edouard Duchesnay

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014