Farah Mourad-Chehade

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Sensor Networks

Atrial Fibrillation

Belief Functions

Top Venues

IEEE Trans. Aerosp. Electron. Syst.

Publications

Jad Botros, Farah Mourad-Chehade, David Laplanche
An Explainable Multimodal Data Fusion Approach for Heart Failure Detection. MeMeA (2024)
Malak Ghourabi, Farah Mourad-Chehade, Racha Soubra, Aly Chkeir
Enhanced Cough Analysis Using 1-Dimensional CNN Features for Respiratory Health Diagnosis. MeMeA (2024)
Hadi El Zein, Farah Mourad-Chehade, Amoud Hassan
Intelligent Real-time Human Activity Recognition Using Wi-Fi Signals. ICCAD (2023)
Malak Ghourabi, Farah Mourad-Chehade, Aly Chkeir
Eye Recognition by YOLO for Inner Canthus Temperature Detection in the Elderly Using a Transfer Learning Approach. Sensors 23 (4) (2023)
Jad Botros, Farah Mourad-Chehade, David Laplanche
CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals. Sensors 22 (23) (2022)
Jad Botros, Farah Mourad-Chehade, David Laplanche
Detection of Heart Failure Using a Convolutional Neural Network via ECG Signals. CISP-BMEI (2022)
Malak Ghourabi, Farah Mourad-Chehade, Aly Chkeir
Eyes Recognition for Inner Canthus Temperature Detection using YOLOv5 Algorithm. CISP-BMEI (2022)
Adrien Wartelle, Farah Mourad-Chehade, Farouk Yalaoui, David Laplanche, Stéphane Sanchez
Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine Learning. MIE (2022)
Mohamed Mroueh, Farah Mourad-Chehade, Fahed Abdallah
Atrial fibrillation predictor with reject option using belief functions theory. MeMeA (2020)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine, Aly Chkeir
An Evidential Framework for Localization of Sensors in Indoor Environments. Sensors 20 (1) (2020)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine, Aly Chkeir
Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking. IEEE Trans. Aerosp. Electron. Syst. 56 (6) (2020)
Taoum Aline, Farah Mourad-Chehade, Amoud Hassan
Evidence-based model for real-time surveillance of ARDS. Biomed. Signal Process. Control. 50 (2019)
Racha Soubra, Aly Chkeir, Farah Mourad-Chehade, Daniel AlShamaa
Doppler Radar System for In-Home Gait Characterization using Wavelet Transform Analysis. EMBC (2019)
Daniel AlShamaa, Aly Chkeir, Farah Mourad-Chehade, Paul Honeine
A Hidden Markov Model for Indoor Trajectory Tracking of Elderly People. SAS (2019)
Daniel AlShamaa, Aly Chkeir, Farah Mourad-Chehade
Target Localization using Machine Learning and Belief Functions: Application for Elderly People in Indoor Environments. ISCC (2019)
Daniel AlShamaa, Aly Chkeir, Racha Soubra, Farah Mourad-Chehade
Measurement of Gait Speed using a Doppler Radar: Influence of Acceleration and Deceleration Zones. SAS (2019)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
The Belief Functions Theory for Sensors Localization in Indoor Wireless Networks. BELIEF (2018)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Localization of Sensors in Indoor Wireless Networks: An Observation Model Using WiFi RSS. NTMS (2018)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Decentralized Sensor Localization by Decision Fusion of RSSI and Mobility in Indoor Environments. EUSIPCO (2018)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Mobility-based Tracking Using WiFi RSS in Indoor Wireless Sensor Networks. NTMS (2018)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
A hierarchical classification method using belief functions. Signal Process. 148 (2018)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
A Weighted Kernel-Based Hierarchical Classification Method for Zoning of Sensors in Indoor Wireless Networks. SPAWC (2018)
Taoum Aline, Farah Mourad-Chehade, Amoud Hassan
Early-warning of ARDS using novelty detection and data fusion. Comput. Biol. Medicine 102 (2018)
Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah
In-Network Principal Component Analysis with Diffusion Strategies. Int. J. Wirel. Inf. Networks 23 (2) (2016)
Taoum Aline, Farah Mourad-Chehade, Amoud Hassan, Aly Chkeir, Ziad Fawal, Jacques Duchêne
Data fusion for predicting ARDS using the MIMIC II physiological database. HealthCom (2016)
Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Zoning-based localization in indoor sensor networks using belief functions theory. SPAWC (2016)
Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Clovis Francis
Gossip algorithms for principal component analysis in networks. EUSIPCO (2015)
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
Kernel-based machine learning using radio-fingerprints for localization in wsns. IEEE Trans. Aerosp. Electron. Syst. 51 (2) (2015)
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
Decentralized localization using radio-fingerprints and accelerometer in WSNs. IEEE Trans. Aerosp. Electron. Syst. 51 (1) (2015)
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
Ridge regression and Kalman filtering for target tracking in wireless sensor networks. SAM (2014)
Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah
Diffusion strategies for in-network principal component analysis. MLSP (2014)
Sandy Mahfouz, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Hichem Snoussi
Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. AICCSA (2014)
Nisrine Ghadban, Paul Honeine, Clovis Francis, Farah Mourad-Chehade, Joumana Farah
Strategies for principal component analysis in wireless sensor networks. SAM (2014)
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks. EUSIPCO (2014)
Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah
Mobility using first and second derivatives for kernel-based regression in wireless sensor networks. IWSSIP (2014)
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
Decentralized localization using fingerprinting and kernel methods inwireless sensor networks. EUSIPCO (2013)
Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
Fingerprinting-based localization using accelerometer information in wireless sensor networks. GLOBECOM (2013)
Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi, Joumana Farah
Kernel-based localization using fingerprinting in wireless sensor networks. SPAWC (2013)