Denis Hamad

Publication Activity (10 Years)

Years Active: 1993-2022
Publications (10 Years): 18

Top Topics

Spectral Embedding

Feature Selection

Texture Classification

Global Illumination

Top Venues

VISIGRAPP (4: VISAPP)

Publications

Maria Al Jreidy, Joseph Constantin, Fadi Dornaika, Denis Hamad
Graph Convolution Networks for Unsupervised Learning. SADASC (2022)
Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad
Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems. SADASC (2022)
Ilyes Bendjoudi, Frédéric Vanderhaegen, Denis Hamad, Fadi Dornaika
Multi-label, multi-task CNN approach for context-based emotion recognition. Inf. Fusion 76 (2021)
Samah Hijazi, Denis Hamad, Mariam Kalakech, Ali Kalakech
Active learning of constraints for weighted feature selection. Adv. Data Anal. Classif. 15 (2) (2021)
Pamela Al Alam, Denis Hamad, Joseph Constantin, Ibtissam Constantin, Youssef Zaatar
Dynamic Partitioning of Transportation Network Using Evolutionary Spectral Clustering. SADASC (2020)
Alice Porebski, Vinh Truong Hoang, Nicolas Vandenbroucke, Denis Hamad
Combination of LBP Bin and Histogram Selections for Color Texture Classification. J. Imaging 6 (6) (2020)
M. Alimoussa, Nicolas Vandenbroucke, Alice Porebski, Rachid Oulad Haj Thami, Sanaa El Fkihi, Denis Hamad
Compact Color Texture Representation by Feature Selection in Multiple Color Spaces. VISIGRAPP (4: VISAPP) (2019)
Souha El Katat, Ali Kalakech, Mariam Kalakech, Denis Hamad
Financial development indicators: a comparative study between lebanon and middle east countries based on data mining techniques. Int. Arab J. Inf. Technol. 16 (3A) (2019)
Franck Dufrenois, Denis Hamad
Sparse and online null proximal discriminant analysis for one class learning in large-scale datasets. IJCNN (2019)
Alice Porebski, Vinh Truong Hoang, Nicolas Vandenbroucke, Denis Hamad
Multi-color space local binary pattern-based feature selection for texture classification (Erratum). J. Electronic Imaging 27 (03) (2018)
Samah Hijazi, Mariam Kalakech, Denis Hamad, Ali Kalakech
Feature selection approach based on hypothesis-margin and pairwise constraints. MENACOMM (2018)
Mariam Kalakech, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
Unsupervised Local Binary Pattern Histogram Selection Scores for Color Texture Classification. J. Imaging 4 (10) (2018)
Souha El Katat, Ali Kalakech, Mariam Kalakech, Denis Hamad
A Comparative Study Between Lebanon and Middle East Countries Based on Data Mining Techniques. ACIT (2018)
Vinh Truong Hoang, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
LBP Histogram Selection based on Sparse Representation for Color Texture Classification. VISIGRAPP (4: VISAPP) (2017)
P. Chuzel, A. Mansour, Julien Ognard, Jean-Christophe Gentric, Luc Bressollette, Denis Hamad, Nacim Betrouni
Automatic clustering for MRI images, application on perfusion MRI of brain. ICFSP (2016)
Vinh Truong Hoang, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
LBP parameter tuning for texture analysis of lace images. IPAS (2016)
Mariam Kalakech, Ali Kalakech, Denis Hamad
Selection of world development indicators for countries classification. ICDEc (2016)
Joseph Constantin, Ibtissam Constantin, André Bigand, Denis Hamad
Perception of noise in global illumination based on inductive learning. IJCNN (2016)
Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
A fast embedded selection approach for color texture classification using degraded LBP. IPTA (2015)
Alissar Nasser, Denis Hamad
Detection and visualisation of outliers using kernel principal components. DICTAP (2015)
Mariam Kalakech, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
A new LBP histogram selection score for color texture classification. IPTA (2015)
Kevin Rousseeuw, Émilie Caillault Poisson, Alain Lefebvre, Denis Hamad
Hybrid Hidden Markov Model for Marine Environment Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (1) (2015)
Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad
Image noise detection in global illumination methods based on FRVM. Neurocomputing 164 (2015)
Alice Porebski, Nicolas Vandenbroucke, Ludovic Macaire, Denis Hamad
A new benchmark image test suite for evaluating colour texture classification schemes. Multim. Tools Appl. 70 (1) (2014)
Guillaume Tartare, Denis Hamad, Mustapha Azahaf, Philippe A. Puech, Nacim Betrouni
Spectral clustering applied for dynamic contrast-enhanced MR analysis of time-intensity curves. Comput. Medical Imaging Graph. 38 (8) (2014)
Wael Ben Soltana, Alice Porebski, Nicolas Vandenbroucke, Adeel Ahmad, Denis Hamad
Texture analysis of lace images using histogram and local binary patterns under rotation variation. IPAS (2014)
Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire
Constraint Score Evaluation for Spectral Feature Selection. Neural Process. Lett. 38 (2) (2013)
Guillaume Wacquet, Émilie Caillault Poisson, Denis Hamad, Pierre-Alexandre Hébert
Constrained spectral embedding for K-way data clustering. Pattern Recognit. Lett. 34 (9) (2013)
Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
LBP histogram selection for supervised color texture classification. ICIP (2013)
Kevin Rousseeuw, Émilie Caillault Poisson, Alain Lefebvre, Denis Hamad
Monitoring system of phytoplankton blooms by using unsupervised classifier and time modeling. IGARSS (2013)
Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad
Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine. IWANN (2) (2013)
Mariam Kalakech, Philippe Biela, Ludovic Macaire, Denis Hamad
Constraint scores for semi-supervised feature selection: A comparative study. Pattern Recognit. Lett. 32 (5) (2011)
Guillaume Wacquet, Pierre-Alexandre Hébert, Émilie Caillault Poisson, Denis Hamad
Semi-supervised K-way Spectral Clustering using Pairwise Constraints. IJCCI (NCTA) (2011)
Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire
Semi-supervised Evaluation of Constraint Scores for Feature Selection. IJCCI (NCTA) (2011)
Franck Dufrenois, Johan Colliez, Denis Hamad
Bounded Influence Support Vector Regression for Robust Single-Model Estimation. IEEE Trans. Neural Networks 20 (11) (2009)
Franck Dufrenois, Johan Colliez, Denis Hamad
Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences. CVPR (2007)
Alissar Nasser, Pierre-Alexandre Hébert, Denis Hamad
Clustering Evaluation in Feature Space. ICANN (2) (2007)
Franck Dufrenois, Johan Colliez, Denis Hamad
Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequences. IJCNN (2007)
Franck Dufrenois, Denis Hamad
Fuzzy weighted support vector regression for multiple linear model estimation : application to object tracking in image sequences. IJCNN (2007)
Johan Colliez, Franck Dufrenois, Denis Hamad
Optic flow estimation by support vector regression. Eng. Appl. Artif. Intell. 19 (7) (2006)
Alissar Nasser, Denis Hamad, Chaiban Nasr
Kernel PCA as a Visualization Tools for Clusters Identifications. ICANN (2) (2006)
Alissar Nasser, Denis Hamad
K-means Clustering Algorithm in Projected Spaces. FUSION (2006)
Johan Colliez, Franck Dufrenois, Denis Hamad
Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation. BMVC (2006)
Joseph Constantin, Chaiban Nasr, Denis Hamad
Control of a robot manipulator and pendubot system using artificial neural networks. Robotica 23 (6) (2005)
Denis Hamad, Mohamed Betrouni, Philippe Biela, Jack-Gérard Postaire
Neural Networks Inspection System for Glass Bottles Production: A Comparative Study. Int. J. Pattern Recognit. Artif. Intell. 12 (4) (1998)
Régis Bertrand, Noureddine Elhor, Denis Hamad, Jack-Gérard Postaire
Supervision of Wind Energy Converters by an Autoassociator Neural Network. NC (1998)
Noureddine Elhor, Régis Bertrand, Denis Hamad
Bernoulli Mixture Model of Experts for Supervised Pattern Classification. ICANNGA (1997)
C. Firmin, Denis Hamad, Jack-Gérard Postaire, R. D. Zhang
Gaussian Neural Networks for Glass Bottles Inspection: A Learning Procedure. Int. J. Neural Syst. 8 (1) (1997)
Denis Hamad, Mohamed Betrouni
Artificial Neural Networks for Nonlinear Projection and Exploratory Data Analysis. ICANNGA (1995)
Mohamed Daoudi, Denis Hamad, Jack-Gérard Postaire
A display oriented technique for interactive pattern recognition by multilayer neural network. ICNN (1993)