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

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)

Interval-based localization for mobile sensors in low-anchors density networks. - Farah Mourad; Hichem Snoussi; Cédric Richard (IWCMC, 2011)

Interval-Based Localization using RSSI Comparison in MANETs. - Farah Mourad; Hichem Snoussi; Cédric Richard (IEEE Trans. Aerosp. Electron. 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)

Indoor localization using polar intervals in wireless sensor networks. - Farah Mourad; Paul Honeine; Hichem Snoussi (ICT, 2012)

Robust Interval-Based Localization Algorithms for Mobile Sensor Networks. - Farah Mourad; Hichem Snoussi; Michel Kieffer; Cédric Richard (Int. J. Distributed Sens. Networks, 2012)

Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization. - Farah Mourad; Hicham Chehade; Hichem Snoussi; Farouk Yalaoui; Lionel Amodeo; Cédric Richard (IEEE Trans. Mob. Comput., 2012)

Decentralized localization using fingerprinting and kernel methods inwireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (EUSIPCO, 2013)

Fingerprinting-based localization using accelerometer information in wireless sensor networks. - Xiaowei Lv; Farah Mourad-Chehade; Hichem Snoussi (GLOBECOM, 2013)

Kernel-based localization using fingerprinting in wireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Hichem Snoussi; Joumana Farah (SPAWC, 2013)

Polar-Interval-Based Localization in Mobile Sensor Networks. - Farah Mourad; Paul Honeine; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2013)

Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. - Sandy Mahfouz; Paul Honeine; Farah Mourad-Chehade; Joumana Farah; Hichem Snoussi (AICCSA, 2014)

Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks. - Xiaowei Lv; Farah Mourad-Chehade; Hichem Snoussi (EUSIPCO, 2014)

Strategies for principal component analysis in wireless sensor networks. - Nisrine Ghadban; Paul Honeine; Clovis Francis; Farah Mourad-Chehade; Joumana Farah (SAM, 2014)

Ridge regression and Kalman filtering for target tracking in wireless sensor networks. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (SAM, 2014)

Mobility using first and second derivatives for kernel-based regression in wireless sensor networks. - Nisrine Ghadban; Paul Honeine; Farah Mourad-Chehade; Clovis Francis; Joumana Farah (IWSSIP, 2014)

Diffusion strategies for in-network principal component analysis. - Nisrine Ghadban; Paul Honeine; Farah Mourad-Chehade; Clovis Francis; Joumana Farah (MLSP, 2014)

Gossip algorithms for principal component analysis in networks. - Nisrine Ghadban; Paul Honeine; Farah Mourad-Chehade; Joumana Farah; Clovis Francis (EUSIPCO, 2015)

Decentralized localization using radio-fingerprints and accelerometer in WSNs. - Xiaowei Lv; Farah Mourad-Chehade; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2015)

Kernel-based machine learning using radio-fingerprints for localization in wsns. - Sandy Mahfouz; Farah Mourad-Chehade; Paul Honeine; Joumana Farah; Hichem Snoussi (IEEE Trans. Aerosp. Electron. Syst., 2015)

Data fusion for predicting ARDS using the MIMIC II physiological database. - Taoum Aline; Farah Mourad-Chehade; Hassan Amoud; Aly Chkeir; Ziad Fawal; Jacques Duchêne (HealthCom, 2016)

Is there a relationship between frailty indices and balance assessment in older people? - Aly Chkeir; Doha Safieddine; Farah Chehade; Jacques Duchêne; David J. Hewson; D. Bera; Michele Collart; Jean-Luc Novella; Moustapha Drame (HealthCom, 2016)

Zoning-based localization in indoor sensor networks using belief functions theory. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (SPAWC, 2016)

In-Network Principal Component Analysis with Diffusion Strategies. - Nisrine Ghadban; Paul Honeine; Farah Mourad-Chehade; Clovis Francis; Joumana Farah (Int. J. Wirel. Inf. Networks, 2016)

The Belief Functions Theory for Sensors Localization in Indoor Wireless Networks. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (BELIEF, 2018)

Decentralized Sensor Localization by Decision Fusion of RSSI and Mobility in Indoor Environments. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (EUSIPCO, 2018)

Localization of Sensors in Indoor Wireless Networks: An Observation Model Using WiFi RSS. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (NTMS, 2018)

Mobility-based Tracking Using WiFi RSS in Indoor Wireless Sensor Networks. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (NTMS, 2018)

A Weighted Kernel-Based Hierarchical Classification Method for Zoning of Sensors in Indoor Wireless Networks. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (SPAWC, 2018)

Early-warning of ARDS using novelty detection and data fusion. - Taoum Aline; Farah Mourad-Chehade; Hassan Amoud (Comput. Biol. Medicine, 2018)

A hierarchical classification method using belief functions. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine (Signal Process., 2018)

Doppler Radar System for In-Home Gait Characterization using Wavelet Transform Analysis. - Racha Soubra; Aly Chkeir; Farah Mourad-Chehade; Daniel AlShamaa (EMBC, 2019)

Target Localization using Machine Learning and Belief Functions: Application for Elderly People in Indoor Environments. - Daniel AlShamaa; Aly Chkeir; Farah Mourad-Chehade (ISCC, 2019)

A Hidden Markov Model for Indoor Trajectory Tracking of Elderly People. - Daniel AlShamaa; Aly Chkeir; Farah Mourad-Chehade; Paul Honeine (SAS, 2019)

Measurement of Gait Speed using a Doppler Radar: Influence of Acceleration and Deceleration Zones. - Daniel AlShamaa; Aly Chkeir; Racha Soubra; Farah Mourad-Chehade (SAS, 2019)

Evidence-based model for real-time surveillance of ARDS. - Taoum Aline; Farah Mourad-Chehade; Hassan Amoud (Biomed. Signal Process. Control., 2019)

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

Statistical learning for sensor localization in wireless networks. - Daniel AlShamaa; Farah Chehade; Paul Honeine (CoRR, 2020)

An Evidential Framework for Localization of Sensors in Indoor Environments. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine; Aly Chkeir (Sensors, 2020)

Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking. - Daniel AlShamaa; Farah Mourad-Chehade; Paul Honeine; Aly Chkeir (IEEE Trans. Aerosp. Electron. Syst., 2020)

Detection of Heart Failure Using a Convolutional Neural Network via ECG Signals. - Jad Botros; Farah Mourad-Chehade; David Laplanche (CISP-BMEI, 2022)

Eyes Recognition for Inner Canthus Temperature Detection using YOLOv5 Algorithm. - Malak Ghourabi; Farah Mourad-Chehade; Aly Chkeir (CISP-BMEI, 2022)

Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine Learning. - Adrien Wartelle; Farah Mourad-Chehade; Farouk Yalaoui; David Laplanche; Stéphane Sanchez (MIE, 2022)

CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals. - Jad Botros; Farah Mourad-Chehade; David Laplanche (Sensors, 2022)

Intelligent Real-time Human Activity Recognition Using Wi-Fi Signals. - Hadi El Zein; Farah Mourad-Chehade; Hassan Amoud (ICCAD, 2023)

Eye Recognition by YOLO for Inner Canthus Temperature Detection in the Elderly Using a Transfer Learning Approach. - Malak Ghourabi; Farah Mourad-Chehade; Aly Chkeir (Sensors, 2023)

An Explainable Multimodal Data Fusion Approach for Heart Failure Detection. - Jad Botros; Farah Mourad-Chehade; David Laplanche (MeMeA, 2024)

Enhanced Cough Analysis Using 1-Dimensional CNN Features for Respiratory Health Diagnosis. - Malak Ghourabi; Farah Mourad-Chehade; Racha Soubra; Aly Chkeir (MeMeA, 2024)

Changing the perspective of system crowding evaluation using a new congestion measure: application to the Emergency Department. - Adrien Wartelle; Farah Mourad-Chehade; Farouk Yalaoui; David Laplanche; Stéphane Sanchez (Oper. Res., 2024)

Adaptive Fall Detection Using WiFi CSI for Unseen Environments and New Individuals. - Israa Bayad; Sandy Mahfouz; Khouloud Samrouth; Farah Mourad-Chehade; Hassan Amoud (MeMeA, 2025)

Deep Learning for Forecasting Patient Visits: A Comparative Study of CNNs, xLSTM, and Transformers. - Nicolas Haxaire; Farah Mourad-Chehade; Alice Yalaoui; Patrick Nader; Axelle Torelli; Zakaria Ait Gana; Hicham Chehade (MeMeA, 2025)

Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost. - Jad Botros; Farah Mourad-Chehade; David Laplanche (Biomed. Signal Process. Control., 2025)