Concepedia

Fahed Abdallah

FA

30

Publications

1.1K

Citations

18

H-Index

2004

Active since

Affiliations

Université de Technologie de Compiègne(Current)

Université de Technologie de Troyes

Centre National de la Recherche Scientifique

Heuristics and Diagnostics for Complex Systems

Lebanese University

Fahed Abdallah is an author at Université de Technologie de Compiègne specializing in engineering, pattern recognition, and machine learning.

Top concepts

EngineeringPattern RecognitionMachine LearningData ScienceImage AnalysisComputer ScienceMachine VisionSignal ProcessingLocalizationComputer Vision

Publications per year

2004–2023

30

Publications

30

Box particle filtering for nonlinear state estimation using interval analysis

Fahed Abdallah, Amadou Gning, Philippe Bonnifait · Automatica · 2007 · 148 citations

State Estimation, Nonlinear System Identification, Nonlinear Filtering +8

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

Rosana El Jurdi, Caroline Petitjean, Paul Honeiné et al. · Computer Vision and Image Understanding · 2021 · 100 citations · Full text

Image Reconstruction, Medical Image Segmentation, Image Analysis +14

Multi-view spectral clustering via constrained nonnegative embedding

Sally El Hajjar, Fadi Dornaika, Fahed Abdallah · Information Fusion · 2021 · 66 citations

Image Analysis, Machine Learning, Data Science +5

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

Sawsan Kanj, Fahed Abdallah, Thierry Denœux et al. · Pattern Analysis and Applications · 2015 · 62 citations · Full text

Training Data, Data Classification, Multiple Instance Learning +11

BB-UNet: U-Net With Bounding Box Prior

Rosana El Jurdi, Caroline Petitjean, Paul Honeiné et al. · IEEE Journal of Selected Topics in Signal Processing · 2020 · 61 citations · Full text

Mathematical Programming, Geometric Learning, Convolutional Neural Network +24

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