| 2019 | IJCNN | Sparse and online null proximal discriminant analysis for one class learning in large-scale datasets. | Franck Dufrenois, Denis Hamad |
| 2016 | IJCNN | Perception of noise in global illumination based on inductive learning. | Joseph Constantin, Ibtissam Constantin, Andr Bigand, Denis Hamad |
| 2013 | ICIP | LBP histogram selection for supervised color texture classification. | Alice Porebski, Nicolas Vandenbroucke, Denis Hamad |
| 2013 | IGARSS | Monitoring system of phytoplankton blooms by using unsupervised classifier and time modeling. | Kevin Rousseeuw, milie Caillault Poisson, Alain Lefebvre, Denis Hamad |
| 2013 | IWANN | Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine. | Joseph Constantin, Andr Bigand, Ibtissam Constantin, Denis Hamad |
| 2011 | IJCCI | Semi-supervised Evaluation of Constraint Scores for Feature Selection. | Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire |
| 2011 | IJCCI | Semi-supervised K-way Spectral Clustering using Pairwise Constraints. | Guillaume Wacquet, Pierre-Alexandre Hbert, milie Caillault Poisson, Denis Hamad |
| 2007 | CVPR | Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences. | Franck Dufrenois, Johan Colliez, Denis Hamad |
| 2007 | ICANN | Clustering Evaluation in Feature Space. | Alissar Nasser, Pierre-Alexandre Hbert, Denis Hamad |
| 2007 | IJCNN | Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequences. | Franck Dufrenois, Johan Colliez, Denis Hamad |
| 2007 | IJCNN | Fuzzy weighted support vector regression for multiple linear model estimation : application to object tracking in image sequences. | Franck Dufrenois, Denis Hamad |
| 2006 | BMVC | Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation. | Johan Colliez, Franck Dufrenois, Denis Hamad |
| 2006 | FUSION | K-means Clustering Algorithm in Projected Spaces. | Alissar Nasser, Denis Hamad |
| 2006 | ICANN | Kernel PCA as a Visualization Tools for Clusters Identifications. | Alissar Nasser, Denis Hamad, Chaiban Nasr |