Fahed Abdallah

According to our database, Fahed Abdallah authored at least 56 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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, October, 2023

Cross-Site Generalization for Imbalanced Epileptic Classification.

Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert

Proceedings of the IEEE International Conference on Acoustics, 2023

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

One-step multi-view spectral clustering with cluster label correlation graph.

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah

Inf. Sci., 2022

Multi-view spectral clustering via constrained nonnegative embedding.

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah

Inf. Fusion, 2022

Effect of Prior-based Losses on Segmentation Performance: A Benchmark.

Rosana El Jurdi, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah

CoRR, 2022

Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering.

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah

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

Proceedings of the IEEE International Smart Cities Conference, 2022

Multi-view Spectral Clustering via Integrating Label and Data Graph Learning.

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani

Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022

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

A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation.

Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

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

Learned versus Handcrafted Features for Person Re-identification.

C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Int. J. Pattern Recognit. Artif. Intell., 2020

Atrial fibrillation predictor with reject option using belief functions theory.

Mohamed Mroueh, Farah Mourad-Chehade, Fahed Abdallah

Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation.

Rosana El Jurdi, Thomas Dargent, Caroline Petitjean, Paul Honeine, Fahed Abdallah

Proceedings of the Tenth International Conference on Image Processing Theory, 2020

2017

A multi-label cellular automata model for land change simulation.

Omar Charif, Hichem Omrani, Fahed Abdallah, Bryan C. Pijanowski

Trans. GIS, 2017

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

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 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

Exploiting color cues to improve person re-identification.

Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika

Proceedings of the 7th International Conference on Imaging for Crime Detection and Prevention, 2016

2015

Multi-label class assignment in land-use modelling.

Hichem Omrani, Fahed Abdallah, Omar Charif, Nicholas T. Longford

Int. J. Geogr. Inf. Sci., 2015

2014

Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Sensors, 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

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

Multiple land mines localization using a wireless sensor network.

Hiba Haj Chhadé, Fahed Abdallah, Imad Mougharbel, Amadou Gning, Lyudmila Mihaylova, Simon Julier

Proceedings of the 17th International Conference on Information Fusion, 2014

Online learning partial least squares regression model for univariate response data.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

An Introduction to Box Particle Filtering [Lecture Notes].

Amadou Gning, Branko Ristic, Lyudmila Mihaylova, Fahed Abdallah

IEEE Signal Process. Mag., 2013

Cascaded Generative and Discriminative Learning for Visual Tracking.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings of the Image Analysis and Recognition - 10th International Conference, 2013

Adaptive covariance matrix for object region representation.

Lei Qin, Hichem Snoussi, Fahed Abdallah

Proceedings of the Fifth International Conference on Digital Image Processing, 2013

Learning General Gaussian Kernel Hyperparameters for SVR.

Fahed Abdallah, Hichem Snoussi, Hicham Laanaya, Régis Lengellé

Proceedings of the Geometric Science of Information - First International Conference, 2013

2012

Vehicle dynamics estimation using Box Particle Filter.

Hoda Dandach, Fahed Abdallah, Jérôme De Miras, Ali Charara

Proceedings of the 12th International Conference on Control Automation Robotics & Vision, 2012

Purifying training data to improve performance of multi-label classification algorithms.

Sawsan Kanj, Fahed Abdallah, Thierry Denoeux

Proceedings of the 15th International Conference on Information Fusion, 2012

Evidential Multi-label Classification Using the Random k-Label Sets Approach.

Sawsan Kanj, Fahed Abdallah, Thierry Denoeux

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions.

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard

IEEE Trans. Veh. Technol., 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

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 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

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

Representing uncertainty on set-valued variables using belief functions.

Thierry Denoeux, Zoulficar Younes, Fahed Abdallah

Artif. Intell., 2010

Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels.

Zoulficar Younes, Fahed Abdallah, Thierry Denoeux

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

Fuzzy multi-label learning under veristic variables.

Zoulficar Younes, Fahed Abdallah, Thierry Denoeux

Proceedings of the FUZZ-IEEE 2010, 2010

Mixture of uniform probability density functions for non linear state estimation using interval analysis.

Amadou Gning, Lyudmila Mihaylova, Fahed Abdallah

Proceedings of the 13th Conference on Information Fusion, 2010

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

An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification.

Zoulficar Younes, Fahed Abdallah, Thierry Denoeux

Proceedings of the Scalable Uncertainty Management, Third International Conference, 2009

A state estimation method for multiple model systems using belief function theory.

Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux

Proceedings of the 12th International Conference on Information Fusion, 2009

2008

Box particle filtering for nonlinear state estimation using interval analysis.

Fahed Abdallah, Amadou Gning, Philippe Bonnifait

Autom., 2008

Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques.

Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

Map matching algorithm using belief function theory.

Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux

Proceedings of the 11th International Conference on Information Fusion, 2008

Multi-label classification algorithm derived from K-nearest neighbor rule with label dependencies.

Zoulficar Younes, Fahed Abdallah, Thierry Denoeux

Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007

A New Estimation Method for Multisensor Fusion by using Interval Analysis and Particle Filtering.

Amadou Gning, Fahed Abdallah, Philippe Bonnifait

Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Adapting Particle Filter on Interval Data for Dynamic State Estimation.

Fahed Abdallah, Amadou Gning, Philippe Bonnifait

Proceedings of the IEEE International Conference on Acoustics, 2007

2004

An improved training algorithm for nonlinear kernel discriminants.

Fahed Abdallah, Cédric Richard, Régis Lengellé

IEEE Trans. Signal Process., 2004

A sequential approach for multi-class discriminant analysis with kernels.

Fahed Abdallah, Cédric Richard, Régis Lengellé

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Kernel second-order discriminants versus support vector machines.

Fahed Abdallah, Cédric Richard, Régis Lengellé

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Bayes-optimal detectors design using relevant second-order criteria.

Cédric Richard, Régis Lengellé, Fahed Abdallah

IEEE Signal Process. Lett., 2002

On equivalence between detectors obtained from second-order measures of performance.

Fahed Abdallah, Cédric Richard, Régis Lengellé

Proceedings of the 11th European Signal Processing Conference, 2002