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 (PRNI, 2014)

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 (ITSC, 2016)

Mobility data disaggregation: A transfer learning approach. - Mehdi Katranji; Etienne Thuillier; Sami Kraiem; Laurent Moalic; Fouad Hadj-Selem (ITSC, 2016)

RNN Encoder-Decoder for the inference of regular human mobility patterns. - Mehdi Katranji; Guilhem Sanmarty; Laurent Moalic; Sami Kraiem; Alexandre Caminada; Fouad Hadj-Selem (IJCNN, 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 (PRNI, 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)

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)

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)

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)

Attention-based Gated Recurrent Unit for Links Traffic Speed Forecasting. - Ghazaleh Khodabandelou; Mehdi Katranji; Sami Kraiem; Walid Kheriji; Fouad Hadj-Selem (ITSC, 2019)

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)

Link traffic speed forecasting using convolutional attention-based gated recurrent unit. - Ghazaleh Khodabandelou; Walid Kheriji; Fouad Hadj-Selem (Appl. Intell., 2021)

Active Learning with Unfiltered Informativeness Technique for Object Detection. - Rafael Amauri Diniz Augusto; Mohamad Ghassany; Faten Chaieb; Fouad Hadj-Selem (AIAI (4), 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 (ITSC, 2024)