Denis Hamad - RankMe

53 papers A* 1A 1B 5C 4Journal 21Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Multi-view semi-supervised classification via innovative graph construction and smoothness-aware graph convolution. Knowl. Based Syst. Guowen Peng, Fadi Dornaika, Denis Hamad, Vinh Truong Hoang
2025	J	`jnl`	Adaptive Unsupervised Graph Convolution Network for Data Clustering with Graph Reconstruction. Cogn. Comput. Maria Al Jreidy, Joseph Constantin, Fadi Dornaika, Denis Hamad
2022	—	`conf`	Collaborative Kernel Discriminant Analysis for Large Scale Multi Class Problems. SADASC Amine Khatib, Franck Dufrenois, Mohamed Hamlich, Denis Hamad
2022	—	`conf`	Graph Convolution Networks for Unsupervised Learning. SADASC Maria Al Jreidy, Joseph Constantin, Fadi Dornaika, Denis Hamad
2021	J	`jnl`	Active learning of constraints for weighted feature selection. Adv. Data Anal. Classif. Samah Hijazi, Denis Hamad, Mariam Kalakech, Ali Kalakech
2021	J	`jnl`	Multi-label, multi-task CNN approach for context-based emotion recognition. Inf. Fusion Ilyes Bendjoudi, Frédéric Vanderhaegen, Denis Hamad, Fadi Dornaika
2020	J	`jnl`	Combination of LBP Bin and Histogram Selections for Color Texture Classification. J. Imaging Alice Porebski, Vinh Truong Hoang, Nicolas Vandenbroucke, Denis Hamad
2020	—	`conf`	Dynamic Partitioning of Transportation Network Using Evolutionary Spectral Clustering. SADASC Pamela Al Alam, Denis Hamad, Joseph Constantin, Ibtissam Constantin, Youssef Zaatar
2019	—	`conf`	Compact Color Texture Representation by Feature Selection in Multiple Color Spaces. VISIGRAPP (4: VISAPP) Mohamed Alimoussa, Nicolas Vandenbroucke, Alice Porebski, Rachid Oulad Haj Thami, Sanaa El Fkihi, Denis Hamad
2019	J	`jnl`	Financial development indicators: a comparative study between lebanon and middle east countries based on data mining techniques. Int. Arab J. Inf. Technol. Souha El Katat, Ali Kalakech, Mariam Kalakech, Denis Hamad
2019	B	`conf`	Sparse and online null proximal discriminant analysis for one class learning in large-scale datasets. IJCNN Franck Dufrenois, Denis Hamad
2018	—	`conf`	A Comparative Study Between Lebanon and Middle East Countries Based on Data Mining Techniques. ACIT Souha El Katat, Ali Kalakech, Mariam Kalakech, Denis Hamad
2018	—	`conf`	Feature selection approach based on hypothesis-margin and pairwise constraints. MENACOMM Samah Hijazi, Mariam Kalakech, Denis Hamad, Ali Kalakech
2018	J	`jnl`	Multi-color space local binary pattern-based feature selection for texture classification (Erratum). J. Electronic Imaging Alice Porebski, Vinh Truong Hoang, Nicolas Vandenbroucke, Denis Hamad
2018	J	`jnl`	Unsupervised Local Binary Pattern Histogram Selection Scores for Color Texture Classification. J. Imaging Mariam Kalakech, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
2017	—	`conf`	LBP Histogram Selection based on Sparse Representation for Color Texture Classification. VISIGRAPP (4: VISAPP) Vinh Truong Hoang, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
2016	—	`conf`	Automatic clustering for MRI images, application on perfusion MRI of brain. ICFSP P. Chuzel, A. Mansour, Julien Ognard, Jean-Christophe Gentric, Luc Bressollette, Denis Hamad, Nacim Betrouni
2016	C	`conf`	LBP parameter tuning for texture analysis of lace images. IPAS Vinh Truong Hoang, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
2016	B	`conf`	Perception of noise in global illumination based on inductive learning. IJCNN Joseph Constantin, Ibtissam Constantin, André Bigand, Denis Hamad
2016	—	`conf`	Selection of world development indicators for countries classification. ICDEc Mariam Kalakech, Ali Kalakech, Denis Hamad
2015	—	`conf`	A fast embedded selection approach for color texture classification using degraded LBP. IPTA Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
2015	—	`conf`	A new LBP histogram selection score for color texture classification. IPTA Mariam Kalakech, Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
2015	—	`conf`	Detection and visualisation of outliers using kernel principal components. DICTAP Alissar Nasser, Denis Hamad
2015	J	`jnl`	Hybrid Hidden Markov Model for Marine Environment Monitoring. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Kevin Rousseeuw, Émilie Caillault Poisson, Alain Lefebvre, Denis Hamad
2015	J	`jnl`	Image noise detection in global illumination methods based on FRVM. Neurocomputing Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad
2014	J	`jnl`	A new benchmark image test suite for evaluating colour texture classification schemes. Multim. Tools Appl. Alice Porebski, Nicolas Vandenbroucke, Ludovic Macaire, Denis Hamad
2014	J	`jnl`	Spectral clustering applied for dynamic contrast-enhanced MR analysis of time-intensity curves. Comput. Medical Imaging Graph. Guillaume Tartare, Denis Hamad, Mustapha Azahaf, Philippe A. Puech, Nacim Betrouni
2014	C	`conf`	Texture analysis of lace images using histogram and local binary patterns under rotation variation. IPAS Wael Ben Soltana, Alice Porebski, Nicolas Vandenbroucke, Adeel Ahmad, Denis Hamad
2013	J	`jnl`	Constrained spectral embedding for K-way data clustering. Pattern Recognit. Lett. Guillaume Wacquet, Émilie Caillault Poisson, Denis Hamad, Pierre-Alexandre Hébert
2013	J	`jnl`	Constraint Score Evaluation for Spectral Feature Selection. Neural Process. Lett. Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire
2013	—	`conf`	Image Noise Detection in Global Illumination Methods Based on Fast Relevance Vector Machine. IWANN (2) Joseph Constantin, André Bigand, Ibtissam Constantin, Denis Hamad
2013	B	`conf`	LBP histogram selection for supervised color texture classification. ICIP Alice Porebski, Nicolas Vandenbroucke, Denis Hamad
2013	C	`conf`	Monitoring system of phytoplankton blooms by using unsupervised classifier and time modeling. IGARSS Kevin Rousseeuw, Émilie Caillault Poisson, Alain Lefebvre, Denis Hamad
2011	J	`jnl`	Constraint scores for semi-supervised feature selection: A comparative study. Pattern Recognit. Lett. Mariam Kalakech, Philippe Biela, Ludovic Macaire, Denis Hamad
2011	—	`conf`	Semi-supervised Evaluation of Constraint Scores for Feature Selection. IJCCI (NCTA) Mariam Kalakech, Philippe Biela, Denis Hamad, Ludovic Macaire
2011	—	`conf`	Semi-supervised K-way Spectral Clustering using Pairwise Constraints. IJCCI (NCTA) Guillaume Wacquet, Pierre-Alexandre Hébert, Émilie Caillault Poisson, Denis Hamad
2009	J	`jnl`	Bounded Influence Support Vector Regression for Robust Single-Model Estimation. IEEE Trans. Neural Networks Franck Dufrenois, Johan Colliez, Denis Hamad
2007	—	`conf`	Clustering Evaluation in Feature Space. ICANN (2) Alissar Nasser, Pierre-Alexandre Hébert, Denis Hamad
2007	A*	`conf`	Crisp Weighted Support Vector Regression for robust single model estimation : application to object tracking in image sequences. CVPR Franck Dufrenois, Johan Colliez, Denis Hamad
2007	B	`conf`	Fuzzy weighted support vector regression for multiple linear model estimation : application to object tracking in image sequences. IJCNN Franck Dufrenois, Denis Hamad
2007	B	`conf`	Weighted Support Vector Regression for robust single model estimation : application to motion segmentation in image sequences. IJCNN Franck Dufrenois, Johan Colliez, Denis Hamad
2006	C	`conf`	K-means Clustering Algorithm in Projected Spaces. FUSION Alissar Nasser, Denis Hamad
2006	—	`conf`	Kernel PCA as a Visualization Tools for Clusters Identifications. ICANN (2) Alissar Nasser, Denis Hamad, Chaiban Nasr
2006	J	`jnl`	Optic flow estimation by support vector regression. Eng. Appl. Artif. Intell. Johan Colliez, Franck Dufrenois, Denis Hamad
2006	A	`conf`	Robust Regression and Outlier Detection with SVR: Application to Optic Flow Estimation. BMVC Johan Colliez, Franck Dufrenois, Denis Hamad
2005	J	`jnl`	Control of a robot manipulator and pendubot system using artificial neural networks. Robotica Joseph Constantin, Chaiban Nasr, Denis Hamad
2005	J	`jnl`	Four wheel steering control by fuzzy approach. J. Intell. Robotic Syst. Ahmed El Hajjaji, Adrian Ciocan, Denis Hamad
1998	J	`jnl`	Neural Networks Inspection System for Glass Bottles Production: A Comparative Study. Int. J. Pattern Recognit. Artif. Intell. Denis Hamad, Mohamed Betrouni, Philippe Biela, Jack-Gérard Postaire
1998	—	`conf`	Supervision of Wind Energy Converters by an Autoassociator Neural Network. NC Régis Bertrand, Noureddine Elhor, Denis Hamad, Jack-Gérard Postaire
1997	—	`conf`	Bernoulli Mixture Model of Experts for Supervised Pattern Classification. ICANNGA Noureddine Elhor, Régis Bertrand, Denis Hamad
1997	J	`jnl`	Gaussian Neural Networks for Glass Bottles Inspection: A Learning Procedure. Int. J. Neural Syst. C. Firmin, Denis Hamad, Jack-Gérard Postaire, R. D. Zhang
1995	—	`conf`	Artificial Neural Networks for Nonlinear Projection and Exploratory Data Analysis. ICANNGA Denis Hamad, Mohamed Betrouni
1993	—	`conf`	A display oriented technique for interactive pattern recognition by multilayer neural network. ICNN Mohamed Daoudi, Denis Hamad, Jack-Gérard Postaire