Fahed Abdallah

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 20

Top Topics

Spectral Clustering

Top Venues

Eng. Appl. Artif. Intell.

Math. Comput. Sci.

Publications

Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
Cross-Site Generalization for Imbalanced Epileptic Classification. ICASSP (2023)
Tala Abdallah, Nisrine Jrad, Fahed Abdallah, Anne Humeau-Heurtier, Patrick Van Bogaert
A self-attention model for cross-subject seizure detection. Comput. Biol. Medicine 165 (2023)
S. El Hajjar, Fadi Dornaika, Fahed Abdallah
Multi-view spectral clustering via constrained nonnegative embedding. Inf. Fusion 78 (2022)
Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
One-step multi-view spectral clustering with cluster label correlation graph. Inf. Sci. 592 (2022)
S. El Hajjar, Fadi Dornaika, Fahed Abdallah, N. Barrena
Consensus graph and spectral representation for one-step multi-view kernel based clustering. Knowl. Based Syst. 241 (2022)
Sally El Hajjar, Fadi Dornaika, Fahed Abdallah, Hichem Omrani
Multi-view Spectral Clustering via Integrating Label and Data Graph Learning. ICIAP (3) (2022)
Sally El Hajjar, Fadi Dornaika, Fahed Abdallah
Detection of COVID-19 in X-Ray Images Using Constrained Multi-view Spectral Clustering. SADASC (2022)
Rosana El Jurdi, Caroline Petitjean, Veronika Cheplygina, Paul Honeine, Fahed Abdallah
Effect of Prior-based Losses on Segmentation Performance: A Benchmark. CoRR (2022)
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
High-level prior-based loss functions for medical image segmentation: A survey. Comput. Vis. Image Underst. 210 (2021)
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation. MIDL (2021)
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Veronika Cheplygina, Fahed Abdallah
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey. CoRR (2020)
Mohamed Mroueh, Farah Mourad-Chehade, Fahed Abdallah
Atrial fibrillation predictor with reject option using belief functions theory. MeMeA (2020)
C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
Learned versus Handcrafted Features for Person Re-identification. Int. J. Pattern Recognit. Artif. Intell. 34 (4) (2020)
Rosana El Jurdi, Thomas Dargent, Caroline Petitjean, Paul Honeine, Fahed Abdallah
Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation. IPTA (2020)
Rosana El Jurdi, Caroline Petitjean, Paul Honeine, Fahed Abdallah
BB-UNet: U-Net With Bounding Box Prior. IEEE J. Sel. Top. Signal Process. 14 (6) (2020)
Omar Charif, Hichem Omrani, Fahed Abdallah, Bryan C. Pijanowski
A multi-label cellular automata model for land change simulation. Trans. GIS 21 (6) (2017)
C. Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization. Eng. Appl. Artif. Intell. 58 (2017)
Fadi Dornaika, Charbel Chahla, Fawzi Khattar, Fahed Abdallah, Hichem Snoussi
Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation. Eng. Appl. Artif. Intell. 50 (2016)
Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika
Exploiting color cues to improve person re-identification. ICDP (2016)
Sawsan Kanj, Fahed Abdallah, Thierry Denoeux, Kifah Tout
Editing training data for multi-label classification with the k-nearest neighbor rule. Pattern Anal. Appl. 19 (1) (2016)
Hichem Omrani, Fahed Abdallah, Omar Charif, Nicholas T. Longford
Multi-label class assignment in land-use modelling. Int. J. Geogr. Inf. Sci. 29 (6) (2015)
Lei Qin, Hichem Snoussi, Fahed Abdallah
Object Tracking Using Adaptive Covariance Descriptor and Clustering-Based Model Updating for Visual Surveillance. Sensors 14 (6) (2014)
Lei Qin, Hichem Snoussi, Fahed Abdallah
Online learning partial least squares regression model for univariate response data. EUSIPCO (2014)
Hiba Haj Chhadé, Amadou Gning, Fahed Abdallah, Imad Mougharbel, Simon Julier
Non Parametric Distributed Inference in Sensor Networks Using Box Particles Messages. Math. Comput. Sci. 8 (3-4) (2014)
Hiba Haj Chhadé, Fahed Abdallah, Imad Mougharbel, Amadou Gning, Lyudmila Mihaylova, Simon Julier
Multiple land mines localization using a wireless sensor network. FUSION (2014)
Hiba Haj Chhadé, Fahed Abdallah, Imad Mougharbel, Amadou Gning, Simon Julier, Lyudmila Mihaylova
Localisation of an Unknown Number of Land Mines Using a Network of Vapour Detectors. Sensors 14 (11) (2014)
Amadou Gning, Branko Ristic, Lyudmila Mihaylova, Fahed Abdallah
An Introduction to Box Particle Filtering [Lecture Notes]. IEEE Signal Process. Mag. 30 (4) (2013)
Fahed Abdallah, Hichem Snoussi, Hicham Laanaya, Régis Lengellé
Learning General Gaussian Kernel Hyperparameters for SVR. GSI (2013)
Lei Qin, Hichem Snoussi, Fahed Abdallah
Adaptive covariance matrix for object region representation. ICDIP (2013)
Lei Qin, Hichem Snoussi, Fahed Abdallah
Cascaded Generative and Discriminative Learning for Visual Tracking. ICIAR (2013)
Sawsan Kanj, Fahed Abdallah, Thierry Denoeux
Purifying training data to improve performance of multi-label classification algorithms. FUSION (2012)
Sawsan Kanj, Fahed Abdallah, Thierry Denoeux
Evidential Multi-label Classification Using the Random k-Label Sets Approach. Belief Functions (2012)
Hoda Dandach, Fahed Abdallah, Jérôme De Miras, Ali Charara
Vehicle dynamics estimation using Box Particle Filter. ICARCV (2012)
Fahed Abdallah, Ghalia Nassreddine, Thierry Denoeux
A Multiple-Hypothesis Map-Matching Method Suitable for Weighted and Box-Shaped State Estimation for Localization. IEEE Trans. Intell. Transp. Syst. 12 (4) (2011)
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux, Hichem Snoussi
A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule. EURASIP J. Adv. Signal Process. 2011 (2011)
Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. IEEE Trans. Veh. Technol. 60 (4) (2011)
Hicham Laanaya, Fahed Abdallah, Hichem Snoussi, Cédric Richard
Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold. Pattern Recognit. Lett. 32 (13) (2011)
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
Evidential Multi-Label Classification Approach to Learning from Data with Imprecise Labels. IPMU (2010)
Thierry Denoeux, Zoulficar Younes, Fahed Abdallah
Representing uncertainty on set-valued variables using belief functions. Artif. Intell. 174 (7-8) (2010)
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
Fuzzy multi-label learning under veristic variables. FUZZ-IEEE (2010)
Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux
State Estimation Using Interval Analysis and Belief-Function Theory: Application to Dynamic Vehicle Localization. IEEE Trans. Syst. Man Cybern. Part B 40 (5) (2010)
Amadou Gning, Lyudmila Mihaylova, Fahed Abdallah
Mixture of uniform probability density functions for non linear state estimation using interval analysis. FUSION (2010)
Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux
A state estimation method for multiple model systems using belief function theory. FUSION (2009)
Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. IEEE Trans. Signal Process. 57 (8) (2009)
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
An Evidence-Theoretic k-Nearest Neighbor Rule for Multi-label Classification. SUM (2009)
Ghalia Nassreddine, Fahed Abdallah, Thierry Denoeux
Map matching algorithm using belief function theory. FUSION (2008)
Fahed Abdallah, Amadou Gning, Philippe Bonnifait
Box particle filtering for nonlinear state estimation using interval analysis. Autom. 44 (3) (2008)
Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard
Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques. GLOBECOM (2008)
Zoulficar Younes, Fahed Abdallah, Thierry Denoeux
Multi-label classification algorithm derived from K-nearest neighbor rule with label dependencies. EUSIPCO (2008)
Fahed Abdallah, Amadou Gning, Philippe Bonnifait
Adapting Particle Filter on Interval Data for Dynamic State Estimation. ICASSP (2) (2007)
Amadou Gning, Fahed Abdallah, Philippe Bonnifait
A New Estimation Method for Multisensor Fusion by using Interval Analysis and Particle Filtering. ICRA (2007)
Fahed Abdallah, Cédric Richard, Régis Lengellé
A sequential approach for multi-class discriminant analysis with kernels. ICASSP (5) (2004)
Fahed Abdallah, Cédric Richard, Régis Lengellé
An improved training algorithm for nonlinear kernel discriminants. IEEE Trans. Signal Process. 52 (10) (2004)
Fahed Abdallah, Cédric Richard, Régis Lengellé
Kernel second-order discriminants versus support vector machines. ICASSP (6) (2003)
Cédric Richard, Régis Lengellé, Fahed Abdallah
Bayes-optimal detectors design using relevant second-order criteria. IEEE Signal Process. Lett. 9 (1) (2002)
Fahed Abdallah, Cédric Richard, Régis Lengellé
On equivalence between detectors obtained from second-order measures of performance. EUSIPCO (2002)