Fahed Abdallah

Proceedings of the Thirteenth IEEE International Conference on Image Processing Theory, 2024

A Novel Unsupervised Approach for Accurate Epileptic Seizure Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

Cross-Site Generalization Using Attention Layer for Epileptic Seizure Detection.

[BibT_eX]

[DOI]

Proceedings of the 32nd European Signal Processing Conference, 2024

2023

A self-attention model for cross-subject seizure detection.

[BibT_eX]

[DOI]

Comput. Biol. Medicine, October, 2023

Cross-Site Generalization for Imbalanced Epileptic Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Consensus graph and spectral representation for one-step multi-view kernel based clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

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

[BibT_eX]

[DOI]

Sally El Hajjar

Fadi Dornaika

Inf. Sci., 2022

Multi-view spectral clustering via constrained nonnegative embedding.

[BibT_eX]

[DOI]

Sally El Hajjar

Fadi Dornaika

Inf. Fusion, 2022

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

[BibT_eX]

[DOI]

CoRR, 2022

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

[BibT_eX]

[DOI]

Sally El Hajjar

Fadi Dornaika

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.

[BibT_eX]

[DOI]

Marie Njaime

Fahed Abdallah Olivier

Proceedings of the IEEE International Smart Cities Conference, 2022

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

[BibT_eX]

[DOI]

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

2021

High-level prior-based loss functions for medical image segmentation: A survey.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2021

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

[BibT_eX]

[DOI]

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

2020

BB-UNet: U-Net With Bounding Box Prior.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2020

Learned versus Handcrafted Features for Person Re-identification.

[BibT_eX]

[DOI]

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

Atrial fibrillation predictor with reject option using belief functions theory.

[BibT_eX]

[DOI]

Mohamed Mroueh

Farah Mourad-Chehade

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

Investigating CoordConv for Fully and Weakly Supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

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

2017

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

[BibT_eX]

[DOI]

Trans. GIS, 2017

Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2017

2016

Editing training data for multi-label classification with the k-nearest neighbor rule.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2016

Discriminant sparse label-sensitive embedding: Application to image-based face pose estimation.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2016

Exploiting color cues to improve person re-identification.

[BibT_eX]

[DOI]

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

2015

Multi-label class assignment in land-use modelling.

[BibT_eX]

[DOI]

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

2014

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

[BibT_eX]

[DOI]

Sensors, 2014

Localisation of an Unknown Number of Land Mines Using a Network of Vapour Detectors.

[BibT_eX]

[DOI]

Sensors, 2014

Non Parametric Distributed Inference in Sensor Networks Using Box Particles Messages.

[BibT_eX]

[DOI]

Math. Comput. Sci., 2014

Multiple land mines localization using a wireless sensor network.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

An Introduction to Box Particle Filtering [Lecture Notes].

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2013

Cascaded Generative and Discriminative Learning for Visual Tracking.

[BibT_eX]

[DOI]

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

Adaptive covariance matrix for object region representation.

[BibT_eX]

[DOI]

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

Learning General Gaussian Kernel Hyperparameters for SVR.

[BibT_eX]

[DOI]

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

2012

Vehicle dynamics estimation using Box Particle Filter.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

Sawsan Kanj

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

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

[BibT_eX]

[DOI]

Sawsan Kanj

Proceedings of the Belief Functions: Theory and Applications, 2012

2011

A Robust Localization Algorithm for Mobile Sensors Using Belief Functions.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2011

A Multiple-Hypothesis Map-Matching Method Suitable for Weighted and Box-Shaped State Estimation for Localization.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2011

Learning general Gaussian kernel hyperparameters of SVMs using optimization on symmetric positive-definite matrices manifold.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2011

A Dependent Multilabel Classification Method Derived from the k-Nearest Neighbor Rule.

[BibT_eX]

[DOI]

EURASIP J. Adv. Signal Process., 2011

2010

State Estimation Using Interval Analysis and Belief-Function Theory: Application to Dynamic Vehicle Localization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

Representing uncertainty on set-valued variables using belief functions.

[BibT_eX]

[DOI]

Artif. Intell., 2010

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

[BibT_eX]

[DOI]

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

Fuzzy multi-label learning under veristic variables.

[BibT_eX]

[DOI]

Proceedings of the FUZZ-IEEE 2010, 2010

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

[BibT_eX]

[DOI]

Lyudmila Mihaylova

Proceedings of the 13th Conference on Information Fusion, 2010

2009

Anchor-based localization via interval analysis for mobile ad-hoc sensor networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

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

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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

2008

Box particle filtering for nonlinear state estimation using interval analysis.

[BibT_eX]

[DOI]

Philippe Bonnifait

Autom., 2008

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

[BibT_eX]

[DOI]

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

Map matching algorithm using belief function theory.

[BibT_eX]

[DOI]

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

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

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Philippe Bonnifait

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

Adapting Particle Filter on Interval Data for Dynamic State Estimation.

[BibT_eX]

[DOI]

Philippe Bonnifait

Proceedings of the IEEE International Conference on Acoustics, 2007

2004

An improved training algorithm for nonlinear kernel discriminants.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2004

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

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

Kernel second-order discriminants versus support vector machines.

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

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

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2002

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

[BibT_eX]

[DOI]