Fouad Hadj-Selem

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 12

Top Topics

Transfer Learning

Structured Sparsity

Public Transport

Top Venues

IEEE Trans. Medical Imaging

Publications

Rafael Amauri Diniz Augusto, Mohamad Ghassany, Faten Chaieb, Fouad Hadj-Selem
Active Learning with Unfiltered Informativeness Technique for Object Detection. AIAI (4) (2024)
Ghazaleh Khodabandelou, Walid Kheriji, Fouad Hadj-Selem
Link traffic speed forecasting using convolutional attention-based gated recurrent unit. Appl. Intell. 51 (4) (2021)
Mehdi Katranji, Sami Kraiem, Laurent Moalic, Guilhem Sanmarty, Ghazaleh Khodabandelou, Alexandre Caminada, Fouad Hadj-Selem
Deep multi-task learning for individuals origin-destination matrices estimation from census data. Data Min. Knowl. Discov. 34 (1) (2020)
Ghazaleh Khodabandelou, Mehdi Katranji, Sami Kraiem, Walid Kheriji, Fouad Hadj-Selem
Attention-based Gated Recurrent Unit for Links Traffic Speed Forecasting. ITSC (2019)
Mehdi Katranji, Guilhem Sanmarty, Laurent Moalic, Sami Kraiem, Alexandre Caminada, Fouad Hadj-Selem
RNN Encoder-Decoder for the inference of regular human mobility patterns. IJCNN (2018)
Fouad Hadj-Selem, Tommy Löfstedt, Elvis Dohmatob, Vincent Frouin, Mathieu Dubois, Vincent Guillemot, Edouard Duchesnay
Continuation of Nesterov's Smoothing for Regression With Structured Sparsity in High-Dimensional Neuroimaging. IEEE Trans. Medical Imaging 37 (11) (2018)
Mehdi Katranji, Sami Kraiem, Laurent Moalic, Guilhem Sanmarty, Alexandre Caminada, Fouad Hadj-Selem
Multi-task learning of daily work and study round-trips from survey data. CoRR (2018)
Amicie de Pierrefeu, Tommy Löfstedt, Charles Laidi, Fouad Hadj-Selem, Marion Leboyer, Philippe Ciuciu, Josselin Houenou, Edouard Duchesnay
Interpretable and stable prediction of schizophrenia on a large multisite dataset using machine learning with structured sparsity. PRNI (2018)
Muhammad Naeem, Mehdi Katranji, Guilhem Sanmarty, Sami Kraiem, Mahdi Zargayouna, Fouad Hadj-Selem
Estimation of Time Delay caused by Point Geometry in Public Transport. CoRR (2018)
Amicie de Pierrefeu, Tommy Löfstedt, Fouad Hadj-Selem, Mathieu Dubois, Renaud Jardri, Thomas Fovet, Philippe Ciuciu, Vincent Frouin, Edouard Duchesnay
Structured Sparse Principal Components Analysis With the TV-Elastic Net Penalty. IEEE Trans. Medical Imaging 37 (2) (2018)
Mercedes Bueno, Ebru Dogan, Fouad Hadj-Selem, Eric Monacelli, Serge Boverie, Anne Guillaume
How different mental workload levels affect the take-over control after automated driving. ITSC (2016)
Mehdi Katranji, Etienne Thuillier, Sami Kraiem, Laurent Moalic, Fouad Hadj-Selem
Mobility data disaggregation: A transfer learning approach. ITSC (2016)
Mathieu Dubois, Fouad Hadj-Selem, Tommy Löfstedt, Matthieu Perrot, Clara Fischer, Vincent Frouin, Edouard Duchesnay
Predictive support recovery with TV-Elastic Net penalty and logistic regression: An application to structural MRI. PRNI (2014)