Fahed Abdallah

64 papers A* 1B 2C 7Misc 1Journal 33Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Semantic image segmentation using multi-view graph neural network. Signal Process. Image Commun. Elie Karam, Nisrine Jrad, Patty Coupeau, Jean-Baptiste Fasquel, Fahed Abdallah, Paul Honeine
2025	J	`jnl`	Deep Clustering for Epileptic Seizure Detection. IEEE Trans. Biomed. Eng. Tala Abdallah, Nisrine Jrad, Sally El Hajjar, Fahed Abdallah, Anne Humeau-Heurtier, Eliane El-Howayek, Patrick Van Bogaert
2025	J	`jnl`	Multi-view Deep Embedded Clustering: Exploring a new dimension of air pollution. Eng. Appl. Artif. Intell. Hassan Kassem, Sally El Hajjar, Fahed Abdallah, Hichem Omrani
2025	J	`jnl`	Opportunistic collaboration between heterogeneous agents using an unstructured ontology via GenAI. Int. J. Intell. Robotics Appl. Judy Akl, Amadou Gning, Hichem Omrani, Olivier Caspary, Alexandre Blansché, Fahed Abdallah
2024	—	`conf`	A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection. EUSIPCO Tala Abdallah, Nisrine Jrad, Sally El Hajjar, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
2024	—	`conf`	Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection. EUSIPCO Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Eliane El-Howayek, Patrick Van Bogaert
2024	—	`conf`	Multi-View Graph Neural Network for Semantic Image Segmentation. IPTA Elie Karam, Nisrine Jrad, Patty Coupeau, Jean-Baptiste Fasquel, Fahed Abdallah
2024	J	`jnl`	One-step graph-based multi-view clustering via specific and unified nonnegative embeddings. Int. J. Mach. Learn. Cybern. Sally El Hajjar, Fahed Abdallah, Hichem Omrani, Alain Khaled Chaaban, Muhammad Arif, Ryan Alturki, Mohammed J. AlGhamdi
2023	J	`jnl`	A self-attention model for cross-subject seizure detection. Comput. Biol. Medicine Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
2023	Misc	`conf`	Cross-Site Generalization for Imbalanced Epileptic Classification. ICASSP Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
2022	J	`jnl`	Consensus graph and spectral representation for one-step multi-view kernel based clustering. Knowl. Based Syst. Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Nagore Barrena
2022	—	`conf`	Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering. SADASC Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
2022	J	`jnl`	Effect of Prior-based Losses on Segmentation Performance: A Benchmark. CoRR Rosana El Jurdi, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah
2022	—	`conf`	Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. ICIAP (3) Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani
2022	J	`jnl`	Multi-view spectral clustering via constrained nonnegative embedding. Inf. Fusion Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
2022	J	`jnl`	One-step multi-view spectral clustering with cluster label correlation graph. Inf. Sci. Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
2021	—	`conf`	A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation. MIDL Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
2021	J	`jnl`	High-level prior-based loss functions for medical image segmentation: A survey. Comput. Vis. Image Underst. Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
2020	—	`conf`	Atrial fibrillation predictor with reject option using belief functions theory. MeMeA Mohamed Mroueh, Farah Mourad-Chehade, Fahed Abdallah
2020	J	`jnl`	BB-UNet: U-Net With Bounding Box Prior. IEEE J. Sel. Top. Signal Process. Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Fahed Abdallah
2020	J	`jnl`	High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey. CoRR Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
2020	—	`conf`	Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation. IPTA Rosana El Jurdi, Thomas Dargent, Caroline Petitjean, Paul Honeine, Fahed Abdallah
2020	J	`jnl`	Learned versus Handcrafted Features for Person Re-identification. Int. J. Pattern Recognit. Artif. Intell. C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
2017	J	`jnl`	A multi-label cellular automata model for land change simulation. Trans. GIS Omar Charif, Hichem Omrani, Fahed Abdallah, Bryan C. Pijanowski
2017	J	`jnl`	Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization. Eng. Appl. Artif. Intell. C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
2016	J	`jnl`	Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation. Eng. Appl. Artif. Intell. Fadi Dornaika, Charbel Chahla, Fawzi Khattar, Fahed Abdallah, Hichem Snoussi
2016	J	`jnl`	Editing training data for multi-label classification with the k-nearest neighbor rule. Pattern Anal. Appl. Sawsan Kanj, Fahed Abdallah, Thierry Denoeux, Kifah Tout
2016	—	`conf`	Exploiting color cues to improve person re-identification. ICDP Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
2015	J	`jnl`	Multi-label class assignment in land-use modelling. Int. J. Geogr. Inf. Sci. Hichem Omrani, Fahed Abdallah, Omar Charif, Nicholas T. Longford
2014	J	`jnl`	Localisation of an Unknown Number of Land Mines Using a Network of Vapour Detectors. Sensors Hiba Haj Chhadé, Fahed Abdallah, Imad Mougharbel, Amadou Gning, Simon Julier, Lyudmila Mihaylova
2014	C	`conf`	Multiple land mines localization using a wireless sensor network. FUSION Hiba Haj Chhadé, Fahed Abdallah, Imad Mougharbel, Amadou Gning, Lyudmila Mihaylova, Simon Julier
2014	J	`jnl`	Non Parametric Distributed Inference in Sensor Networks Using Box Particles Messages. Math. Comput. Sci. Hiba Haj Chhadé, Amadou Gning, Fahed Abdallah, Imad Mougharbel, Simon Julier
2014	J	`jnl`	Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance. Sensors Lei Qin, Hichem Snoussi, Fahed Abdallah
2014	—	`conf`	Online learning partial least squares regression model for univariate response data. EUSIPCO Lei Qin, Hichem Snoussi, Fahed Abdallah
2013	—	`conf`	Adaptive covariance matrix for object region representation. ICDIP Lei Qin, Hichem Snoussi, Fahed Abdallah
2013	J	`jnl`	An Introduction to Box Particle Filtering [Lecture Notes]. IEEE Signal Process. Mag. Amadou Gning, Branko Ristic, Lyudmila Mihaylova, Fahed Abdallah
2013	—	`conf`	Cascaded Generative and Discriminative Learning for Visual Tracking. ICIAR Lei Qin, Hichem Snoussi, Fahed Abdallah
2013	—	`conf`	Learning General Gaussian Kernel Hyperparameters for SVR. GSI Fahed Abdallah, Hichem Snoussi, Hicham Laanaya, Régis Lengellé
2012	—	`conf`	Evidential Multi-label Classification Using the Random k-Label Sets Approach. Belief Functions Sawsan Kanj, Fahed Abdallah, Thierry Denoeux
2012	C	`conf`	Purifying training data to improve performance of multi-label classification algorithms. FUSION Sawsan Kanj, Fahed Abdallah, Thierry Denoeux
2012	C	`conf`	Vehicle dynamics estimation using Box Particle Filter. ICARCV Hoda Dandach, Fahed Abdallah, Jérôme De Miras, Ali Charara
2011	J	`jnl`	A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule. EURASIP J. Adv. Signal Process. Zoulficar Younes, Fahed Abdallah, Thierry Denoeux, Hichem Snoussi
2011	J	`jnl`	A Multiple-Hypothesis Map-Matching Method Suitable for Weighted and Box-Shaped State Estimation for Localization. IEEE Trans. Intell. Transp. Syst. Fahed Abdallah, Ghalia Nassreddine, Thierry Denoeux
2011	J	`jnl`	A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. IEEE Trans. Veh. Technol. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
2011	J	`jnl`	Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold. Pattern Recognit. Lett. Hicham Laanaya, Fahed Abdallah, Hichem Snoussi, Cédric Richard
2010	C	`conf`	Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels. IPMU Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
2010	B	`conf`	Fuzzy multi-label learning under veristic variables. FUZZ-IEEE Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
2010	C	`conf`	Mixture of uniform probability density functions for non linear state estimation using interval analysis. FUSION Amadou Gning, Lyudmila Mihaylova, Fahed Abdallah
2010	J	`jnl`	Representing uncertainty on set-valued variables using belief functions. Artif. Intell. Thierry Denoeux, Zoulficar Younes, Fahed Abdallah
2010	J	`jnl`	State Estimation Using Interval Analysis and Belief-Function Theory: Application to Dynamic Vehicle Localization. IEEE Trans. Syst. Man Cybern. Part B Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux
2009	C	`conf`	A state estimation method for multiple model systems using belief function theory. FUSION Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux
2009	—	`conf`	An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification. SUM Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
2009	J	`jnl`	Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. IEEE Trans. Signal Process. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
2008	J	`jnl`	Box particle filtering for nonlinear state estimation using interval analysis. Autom. Fahed Abdallah, Amadou Gning, Philippe Bonnifait
2008	B	`conf`	Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques. GLOBECOM Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
2008	C	`conf`	Map matching algorithm using belief function theory. FUSION Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux
2008	—	`conf`	Multi-label classification algorithm derived from K-nearest neighbor rule with label dependencies. EUSIPCO Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
2007	A*	`conf`	A New Estimation Method for Multisensor Fusion by using Interval Analysis and Particle Filtering. ICRA Amadou Gning, Fahed Abdallah, Philippe Bonnifait
2007	—	`conf`	Adapting Particle Filter on Interval Data for Dynamic State Estimation. ICASSP (2) Fahed Abdallah, Amadou Gning, Philippe Bonnifait
2004	—	`conf`	A sequential approach for multi-class discriminant analysis with kernels. ICASSP (5) Fahed Abdallah, Cédric Richard, Régis Lengellé
2004	J	`jnl`	An improved training algorithm for nonlinear kernel discriminants. IEEE Trans. Signal Process. Fahed Abdallah, Cédric Richard, Régis Lengellé
2003	—	`conf`	Kernel second-order discriminants versus support vector machines. ICASSP (6) Fahed Abdallah, Cédric Richard, Régis Lengellé
2002	J	`jnl`	Bayes-optimal detectors design using relevant second-order criteria. IEEE Signal Process. Lett. Cédric Richard, Régis Lengellé, Fahed Abdallah
2002	—	`conf`	On equivalence between detectors obtained from second-order measures of performance. EUSIPCO Fahed Abdallah, Cédric Richard, Régis Lengellé