On equivalence between detectors obtained from second-order measures of performance. - Fahed Abdallah; Cédric Richard; Régis Lengellé (EUSIPCO, 2002)

Bayes-optimal detectors design using relevant second-order criteria. - Cédric Richard; Régis Lengellé; Fahed Abdallah (IEEE Signal Process. Lett., 2002)

Kernel second-order discriminants versus support vector machines. - Fahed Abdallah; Cédric Richard; Régis Lengellé (ICASSP (6), 2003)

A sequential approach for multi-class discriminant analysis with kernels. - Fahed Abdallah; Cédric Richard; Régis Lengellé (ICASSP (5), 2004)

An improved training algorithm for nonlinear kernel discriminants. - Fahed Abdallah; Cédric Richard; Régis Lengellé (IEEE Trans. Signal Process., 2004)

Adapting Particle Filter on Interval Data for Dynamic State Estimation. - Fahed Abdallah; Amadou Gning; Philippe Bonnifait (ICASSP (2), 2007)

A New Estimation Method for Multisensor Fusion by using Interval Analysis and Particle Filtering. - Amadou Gning; Fahed Abdallah; Philippe Bonnifait (ICRA, 2007)

Multi-label classification algorithm derived from K-nearest neighbor rule with label dependencies. - Zoulficar Younes; Fahed Abdallah; Thierry Denoeux (EUSIPCO, 2008)

Map matching algorithm using belief function theory. - Ghalia Nassreddine; Fahed Abdallah; Thierry Denoeux (FUSION, 2008)

Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques. - Farah Mourad; Hichem Snoussi; Fahed Abdallah; Cédric Richard (GLOBECOM, 2008)

Box particle filtering for nonlinear state estimation using interval analysis. - Fahed Abdallah; Amadou Gning; Philippe Bonnifait (Autom., 2008)

A state estimation method for multiple model systems using belief function theory. - Ghalia Nassreddine; Fahed Abdallah; Thierry Denoeux (FUSION, 2009)

An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification. - Zoulficar Younes; Fahed Abdallah; Thierry Denoeux (SUM, 2009)

Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. - Farah Mourad; Hichem Snoussi; Fahed Abdallah; Cédric Richard (IEEE Trans. Signal Process., 2009)

Mixture of uniform probability density functions for non linear state estimation using interval analysis. - Amadou Gning; Lyudmila Mihaylova; Fahed Abdallah (FUSION, 2010)

Fuzzy multi-label learning under veristic variables. - Zoulficar Younes; Fahed Abdallah; Thierry Denoeux (FUZZ-IEEE, 2010)

Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels. - Zoulficar Younes; Fahed Abdallah; Thierry Denoeux (IPMU, 2010)

Representing uncertainty on set-valued variables using belief functions. - Thierry Denoeux; Zoulficar Younes; Fahed Abdallah (Artif. Intell., 2010)

State Estimation Using Interval Analysis and Belief-Function Theory: Application to Dynamic Vehicle Localization. - Ghalia Nassreddine; Fahed Abdallah; Thierry Denoeux (IEEE Trans. Syst. Man Cybern. Part B, 2010)

A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule. - Zoulficar Younes; Fahed Abdallah; Thierry Denoeux; Hichem Snoussi (EURASIP J. Adv. Signal Process., 2011)

Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold. - Hicham Laanaya; Fahed Abdallah; Hichem Snoussi; Cédric Richard (Pattern Recognit. Lett., 2011)

A Multiple-Hypothesis Map-Matching Method Suitable for Weighted and Box-Shaped State Estimation for Localization. - Fahed Abdallah; Ghalia Nassreddine; Thierry Denoeux (IEEE Trans. Intell. Transp. Syst., 2011)

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. - Farah Mourad; Hichem Snoussi; Fahed Abdallah; Cédric Richard (IEEE Trans. Veh. Technol., 2011)

Evidential Multi-label Classification Using the Random k-Label Sets Approach. - Sawsan Kanj; Fahed Abdallah; Thierry Denoeux (Belief Functions, 2012)

Purifying training data to improve performance of multi-label classification algorithms. - Sawsan Kanj; Fahed Abdallah; Thierry Denoeux (FUSION, 2012)

Vehicle dynamics estimation using Box Particle Filter. - Hoda Dandach; Fahed Abdallah; Jérôme De Miras; Ali Charara 002 (ICARCV, 2012)

Learning General Gaussian Kernel Hyperparameters for SVR. - Fahed Abdallah; Hichem Snoussi; Hicham Laanaya; Régis Lengellé (GSI, 2013)

Adaptive covariance matrix for object region representation. - Lei Qin; Hichem Snoussi; Fahed Abdallah (ICDIP, 2013)

Cascaded Generative and Discriminative Learning for Visual Tracking. - Lei Qin; Hichem Snoussi; Fahed Abdallah (ICIAR, 2013)

An Introduction to Box Particle Filtering [Lecture Notes]. - Amadou Gning; Branko Ristic 001; Lyudmila Mihaylova; Fahed Abdallah (IEEE Signal Process. Mag., 2013)

Online learning partial least squares regression model for univariate response data. - Lei Qin; Hichem Snoussi; Fahed Abdallah (EUSIPCO, 2014)

Multiple land mines localization using a wireless sensor network. - Hiba Haj Chhadé; Fahed Abdallah; Imad Mougharbel; Amadou Gning; Lyudmila Mihaylova; Simon Julier (FUSION, 2014)

Non Parametric Distributed Inference in Sensor Networks Using Box Particles Messages. - Hiba Haj Chhadé; Amadou Gning; Fahed Abdallah; Imad Mougharbel; Simon Julier (Math. Comput. Sci., 2014)

Localisation of an Unknown Number of Land Mines Using a Network of Vapour Detectors. - Hiba Haj Chhadé; Fahed Abdallah; Imad Mougharbel; Amadou Gning; Simon Julier; Lyudmila Mihaylova (Sensors, 2014)

Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance. - Lei Qin; Hichem Snoussi; Fahed Abdallah (Sensors, 2014)

Multi-label class assignment in land-use modelling. - Hichem Omrani; Fahed Abdallah; Omar Charif; Nicholas T. Longford (Int. J. Geogr. Inf. Sci., 2015)

Exploiting color cues to improve person re-identification. - Charbel Chahla; Hichem Snoussi; Fahed Abdallah; Fadi Dornaika (ICDP, 2016)

Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation. - Fadi Dornaika; Charbel Chahla; Fawzi Khattar; Fahed Abdallah; Hichem Snoussi (Eng. Appl. Artif. Intell., 2016)

Editing training data for multi-label classification with the k-nearest neighbor rule. - Sawsan Kanj; Fahed Abdallah; Thierry Denoeux; Kifah Tout (Pattern Anal. Appl., 2016)

Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization. - C. Chahla; Hichem Snoussi; Fahed Abdallah; Fadi Dornaika (Eng. Appl. Artif. Intell., 2017)

A multi-label cellular automata model for land change simulation. - Omar Charif; Hichem Omrani; Fahed Abdallah; Bryan C. Pijanowski (Trans. GIS, 2017)

Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation. - Rosana El Jurdi; Thomas Dargent; Caroline Petitjean; Paul Honeine; Fahed Abdallah (IPTA, 2020)

Atrial fibrillation predictor with reject option using belief functions theory. - Mohamed Mroueh; Farah Mourad-Chehade; Fahed Abdallah (MeMeA, 2020)

Learned versus Handcrafted Features for Person Re-identification. - C. Chahla; Hichem Snoussi; Fahed Abdallah; Fadi Dornaika (Int. J. Pattern Recognit. Artif. Intell., 2020)

BB-UNet: U-Net With Bounding Box Prior. - Rosana El Jurdi; Caroline Petitjean; Paul Honeine; Fahed Abdallah (IEEE J. Sel. Top. Signal Process., 2020)

A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation. - Rosana El Jurdi; Caroline Petitjean; Paul Honeine; Veronika Cheplygina; Fahed Abdallah (MIDL, 2021)

High-level prior-based loss functions for medical image segmentation: A survey. - Rosana El Jurdi; Caroline Petitjean; Paul Honeine; Veronika Cheplygina; Fahed Abdallah (Comput. Vis. Image Underst., 2021)

Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. - Sally El Hajjar; Fadi Dornaika; Fahed Abdallah; Hichem Omrani (ICIAP (3), 2022)

Data Cleaning to fine-tune a Transfer Learning approach for Air Quality Prediction. - Marie Njaime; Fahed Abdallah Olivier; Hichem Snoussi; Judy Akl; Charbel Chahla; Hichem Omrani (ISC2, 2022)

Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering. - Sally El Hajjar; Fadi Dornaika; Fahed Abdallah (SADASC, 2022)

Effect of Prior-based Losses on Segmentation Performance: A Benchmark. - Rosana El Jurdi; Caroline Petitjean; Veronika Cheplygina; Paul Honeine; Fahed Abdallah (CoRR, 2022)

Multi-view spectral clustering via constrained nonnegative embedding. - Sally El Hajjar; Fadi Dornaika; Fahed Abdallah (Inf. Fusion, 2022)

One-step multi-view spectral clustering with cluster label correlation graph. - Sally El Hajjar; Fadi Dornaika; Fahed Abdallah (Inf. Sci., 2022)

Consensus graph and spectral representation for one-step multi-view kernel based clustering. - Sally El Hajjar; Fadi Dornaika; Fahed Abdallah; Nagore Barrena (Knowl. Based Syst., 2022)

Cross-Site Generalization for Imbalanced Epileptic Classification. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (ICASSP, 2023)

A self-attention model for cross-subject seizure detection. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (Comput. Biol. Medicine, 2023)

Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Fahed Abdallah; Anne Humeau-Heurtier; Eliane El-Howayek; Patrick Van Bogaert (EUSIPCO, 2024)

A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Sally El Hajjar; Fahed Abdallah; Anne Humeau-Heurtier; Patrick Van Bogaert (EUSIPCO, 2024)

Multi-View Graph Neural Network for Semantic Image Segmentation. - Elie Karam; Nisrine Jrad; Patty Coupeau; Jean-Baptiste Fasquel; Fahed Abdallah (IPTA, 2024)

One-step graph-based multi-view clustering via specific and unified nonnegative embeddings. - Sally El Hajjar; Fahed Abdallah; Hichem Omrani; Alain Khaled Chaaban; Muhammad Arif 006; Ryan Alturki; Mohammed J. AlGhamdi (Int. J. Mach. Learn. Cybern., 2024)

Multi-view Deep Embedded Clustering: Exploring a new dimension of air pollution. - Hassan Kassem; Sally El Hajjar; Fahed Abdallah; Hichem Omrani (Eng. Appl. Artif. Intell., 2025)

Deep Clustering for Epileptic Seizure Detection. - Tala Abdallah; Nisrine Jrad; Sally El Hajjar; Fahed Abdallah; Anne Humeau-Heurtier; Eliane El-Howayek; Patrick Van Bogaert (IEEE Trans. Biomed. Eng., 2025)

Opportunistic collaboration between heterogeneous agents using an unstructured ontology via GenAI. - Judy Akl; Amadou Gning; Hichem Omrani; Olivier Caspary; Alexandre Blansché; Fahed Abdallah (Int. J. Intell. Robotics Appl., 2025)