Denis Hamad

According to our database, Denis Hamad authored at least 50 papers between 1993 and 2022.

Collaborative distances:

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

2022

Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems.

Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad

Proceedings of the Smart Applications and Data Analysis - 4th International Conference, 2022

Graph Convolution Networks for Unsupervised Learning.

Maria Al Jreidy, Joseph Constantin, Fadi Dornaika, Denis Hamad

Proceedings of the Smart Applications and Data Analysis - 4th International Conference, 2022

2021

Multi-label, multi-task CNN approach for context-based emotion recognition.

Ilyes Bendjoudi, Frédéric Vanderhaegen, Denis Hamad, Fadi Dornaika

Inf. Fusion, 2021

Active learning of constraints for weighted feature selection.

Samah Hijazi, Denis Hamad, Mariam Kalakech, Ali Kalakech

Adv. Data Anal. Classif., 2021

2020

Combination of LBP Bin and Histogram Selections for Color Texture Classification.

Alice Porebski, Vinh Truong Hoang, Nicolas Vandenbroucke, Denis Hamad

J. Imaging, 2020

Dynamic Partitioning of Transportation Network Using Evolutionary Spectral Clustering.

Pamela Al Alam, Denis Hamad, Joseph Constantin, Ibtissam Constantin, Youssef Zaatar

Proceedings of the Smart Applications and Data Analysis - Third International Conference, 2020

2019

Financial development indicators: a comparative study between lebanon and middle east countries based on data mining techniques.

Souha El Katat, Ali Kalakech, Mariam Kalakech, Denis Hamad

Int. Arab J. Inf. Technol., 2019

Compact Color Texture Representation by Feature Selection in Multiple Color Spaces.

Mohamed Alimoussa, Nicolas Vandenbroucke, Alice Porebski, Rachid Oulad Haj Thami, Sanaa El Fkihi, Denis Hamad

Proceedings of the 14th International Joint Conference on Computer Vision, 2019

Sparse and online null proximal discriminant analysis for one class learning in large-scale datasets.

Franck Dufrenois, Denis Hamad

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Unsupervised Local Binary Pattern Histogram Selection Scores for Color Texture Classification.

Mariam Kalakech, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad

J. Imaging, 2018

Multi-color space local binary pattern-based feature selection for texture classification (Erratum).

Alice Porebski, Vinh Truong Hoang, Nicolas Vandenbroucke, Denis Hamad

J. Electronic Imaging, 2018

Feature selection approach based on hypothesis-margin and pairwise constraints.

Samah Hijazi, Mariam Kalakech, Denis Hamad, Ali Kalakech

Proceedings of the IEEE Middle East and North Africa Communications Conference, 2018

A Comparative Study Between Lebanon and Middle East Countries Based on Data Mining Techniques.

Souha El Katat, Ali Kalakech, Mariam Kalakech, Denis Hamad

Proceedings of the International Arab Conference on Information Technology, 2018

2017

LBP Histogram Selection based on Sparse Representation for Color Texture Classification.

Vinh Truong Hoang, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad

Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2017) - Volume 4: VISAPP, Porto, Portugal, February 27, 2017

2016

LBP parameter tuning for texture analysis of lace images.

Vinh Truong Hoang, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad

Proceedings of the International Image Processing, Applications and Systems, 2016

Perception of noise in global illumination based on inductive learning.

Joseph Constantin, Ibtissam Constantin, André Bigand, Denis Hamad

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Automatic clustering for MRI images, application on perfusion MRI of brain.

P. Chuzel, A. Mansour, Julien Ognard, Jean-Christophe Gentric, Luc Bressollette, Denis Hamad, Nacim Betrouni

Proceedings of the 2nd International Conference on Frontiers of Signal Processing, 2016

Selection of world development indicators for countries classification.

Mariam Kalakech, Ali Kalakech, Denis Hamad

Proceedings of the International Conference on Digital Economy, 2016

2015

Hybrid Hidden Markov Model for Marine Environment Monitoring.

Kevin Rousseeuw, Émilie Caillault Poisson, Alain Lefebvre, Denis Hamad

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

Image noise detection in global illumination methods based on FRVM.

Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad

Neurocomputing, 2015

A fast embedded selection approach for color texture classification using degraded LBP.

Alice Porebski, Nicolas Vandenbroucke, Denis Hamad

Proceedings of the 2015 International Conference on Image Processing Theory, 2015

A new LBP histogram selection score for color texture classification.

Mariam Kalakech, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad

Proceedings of the 2015 International Conference on Image Processing Theory, 2015

Detection and visualisation of outliers using kernel principal components.

Alissar Nasser, Denis Hamad

Proceedings of the 2015 Fifth International Conference on Digital Information and Communication Technology and its Applications, 2015

2014

A new benchmark image test suite for evaluating colour texture classification schemes.

Alice Porebski, Nicolas Vandenbroucke, Ludovic Macaire, Denis Hamad

Multim. Tools Appl., 2014

Spectral clustering applied for dynamic contrast-enhanced MR analysis of time-intensity curves.

Guillaume Tartare, Denis Hamad, Mustapha Azahaf, Philippe A. Puech, Nacim Betrouni

Comput. Medical Imaging Graph., 2014

Texture analysis of lace images using histogram and local binary patterns under rotation variation.

Wael Ben Soltana, Alice Porebski, Nicolas Vandenbroucke, Adeel Ahmad, Denis Hamad

Proceedings of the International Image Processing, 2014

2013

Constrained spectral embedding for K-way data clustering.

Guillaume Wacquet, Émilie Caillault Poisson, Denis Hamad, Pierre-Alexandre Hébert

Pattern Recognit. Lett., 2013

Constraint Score Evaluation for Spectral Feature Selection.

Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire

Neural Process. Lett., 2013

Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine.

Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad

Proceedings of the Advances in Computational Intelligence, 2013

Monitoring system of phytoplankton blooms by using unsupervised classifier and time modeling.

Kevin Rousseeuw, Émilie Caillault Poisson, Alain Lefebvre, Denis Hamad

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

LBP histogram selection for supervised color texture classification.

Alice Porebski, Nicolas Vandenbroucke, Denis Hamad

Proceedings of the IEEE International Conference on Image Processing, 2013

2011

Constraint scores for semi-supervised feature selection: A comparative study.

Mariam Kalakech, Philippe Biela, Ludovic Macaire, Denis Hamad

Pattern Recognit. Lett., 2011

Semi-supervised K-way Spectral Clustering using Pairwise Constraints.

Guillaume Wacquet, Pierre-Alexandre Hébert, Émilie Caillault Poisson, Denis Hamad

Proceedings of the NCTA 2011, 2011

Semi-supervised Evaluation of Constraint Scores for Feature Selection.

Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire

Proceedings of the NCTA 2011, 2011

2009

Bounded Influence Support Vector Regression for Robust Single-Model Estimation.

Franck Dufrenois, Johan Colliez, Denis Hamad

IEEE Trans. Neural Networks, 2009

2007

Fuzzy weighted support vector regression for multiple linear model estimation : application to object tracking in image sequences.

Franck Dufrenois, Denis Hamad

Proceedings of the International Joint Conference on Neural Networks, 2007

Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequences.

Franck Dufrenois, Johan Colliez, Denis Hamad

Proceedings of the International Joint Conference on Neural Networks, 2007

Clustering Evaluation in Feature Space.

Alissar Nasser, Pierre-Alexandre Hébert, Denis Hamad

Proceedings of the Artificial Neural Networks, 2007

Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences.

Franck Dufrenois, Johan Colliez, Denis Hamad

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Optic flow estimation by support vector regression.

Johan Colliez, Franck Dufrenois, Denis Hamad

Eng. Appl. Artif. Intell., 2006

Kernel PCA as a Visualization Tools for Clusters Identifications.

Alissar Nasser, Denis Hamad, Chaiban Nasr

Proceedings of the Artificial Neural Networks, 2006

K-means Clustering Algorithm in Projected Spaces.

Alissar Nasser, Denis Hamad

Proceedings of the 9th International Conference on Information Fusion, 2006

Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation.

Johan Colliez, Franck Dufrenois, Denis Hamad

Proceedings of the British Machine Vision Conference 2006, 2006

2005

Control of a robot manipulator and pendubot system using artificial neural networks.

Joseph Constantin, Chaiban Nasr, Denis Hamad

Robotica, 2005

1998

Neural Networks Inspection System for Glass Bottles Production: A Comparative Study.

Denis Hamad, Mohamed Betrouni, Philippe Biela, Jack-Gérard Postaire

Int. J. Pattern Recognit. Artif. Intell., 1998

Supervision of Wind Energy Converters by an Autoassociator Neural Network.

Régis Bertrand, Noureddine Elhor, Denis Hamad, Jack-Gérard Postaire

Proceedings of the International ICSC / IFAC Symposium on Neural Computation (NC 1998), 1998

1997

Gaussian Neural Networks for Glass Bottles Inspection: A Learning Procedure.

C. Firmin, Denis Hamad, Jack-Gérard Postaire, R. D. Zhang

Int. J. Neural Syst., 1997

Bernoulli Mixture Model of Experts for Supervised Pattern Classification.

Noureddine Elhor, Régis Bertrand, Denis Hamad

Proceedings of the International Conference on Artificial Neural Nets and Genetic Algorithms, 1997

1995

Artificial Neural Networks for Nonlinear Projection and Exploratory Data Analysis.

Denis Hamad, Mohamed Betrouni

Proceedings of the Artificial Neural Nets and Genetic Algorithms, 1995

1993

A display oriented technique for interactive pattern recognition by multilayer neural network.

Mohamed Daoudi, Denis Hamad, Jack-Gérard Postaire

Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993