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Farah Mourad
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2020 – today
- 2025
- [j18]Jad Botros, Farah Mourad-Chehade
, David Laplanche:
Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost. Biomed. Signal Process. Control. 100: 106997 (2025) - 2024
- [j17]Adrien Wartelle
Changing the perspective of system crowding evaluation using a new congestion measure: application to the Emergency Department. Oper. Res. 24(4): 53 (2024) - [c32]Jad Botros, Farah Mourad-Chehade, David Laplanche:
An Explainable Multimodal Data Fusion Approach for Heart Failure Detection. MeMeA 2024: 1-6 - [c31]Malak Ghourabi, Farah Mourad-Chehade, Racha Soubra, Aly Chkeir:
Enhanced Cough Analysis Using 1-Dimensional CNN Features for Respiratory Health Diagnosis. MeMeA 2024: 1-6 - 2023
- [j16]Malak Ghourabi, Farah Mourad-Chehade
Eye Recognition by YOLO for Inner Canthus Temperature Detection in the Elderly Using a Transfer Learning Approach. Sensors 23(4): 1851 (2023) - [c30]Hadi El Zein
Intelligent Real-time Human Activity Recognition Using Wi-Fi Signals. ICCAD 2023: 1-5 - 2022
- [j15]Jad Botros
CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals. Sensors 22(23): 9190 (2022) - [c29]Jad Botros, Farah Mourad-Chehade, David Laplanche
Detection of Heart Failure Using a Convolutional Neural Network via ECG Signals. CISP-BMEI 2022: 1-5 - [c28]Malak Ghourabi, Farah Mourad-Chehade, Aly Chkeir
Eyes Recognition for Inner Canthus Temperature Detection using YOLOv5 Algorithm. CISP-BMEI 2022: 1-5 - [c27]Adrien Wartelle
Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine Learning. MIE 2022: 88-92 - 2020
- [j14]Daniel AlShamaa, Farah Mourad-Chehade
An Evidential Framework for Localization of Sensors in Indoor Environments. Sensors 20(1): 318 (2020) - [j13]Daniel AlShamaa
Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking. IEEE Trans. Aerosp. Electron. Syst. 56(6): 4315-4326 (2020) - [c26]Mohamed Mroueh, Farah Mourad-Chehade, Fahed Abdallah
Atrial fibrillation predictor with reject option using belief functions theory. MeMeA 2020: 1-6 - [i1]Daniel AlShamaa, Farah Chehade, Paul Honeine:
Statistical learning for sensor localization in wireless networks. CoRR abs/2005.05097 (2020)
2010 – 2019
- 2019
- [j12]Taoum Aline
Evidence-based model for real-time surveillance of ARDS. Biomed. Signal Process. Control. 50: 83-91 (2019) - [c25]Racha Soubra, Aly Chkeir
Doppler Radar System for In-Home Gait Characterization using Wavelet Transform Analysis. EMBC 2019: 6081-6084 - [c24]Daniel AlShamaa, Aly Chkeir
Target Localization using Machine Learning and Belief Functions: Application for Elderly People in Indoor Environments. ISCC 2019: 1-6 - [c23]Daniel AlShamaa, Aly Chkeir
A Hidden Markov Model for Indoor Trajectory Tracking of Elderly People. SAS 2019: 1-6 - [c22]Daniel AlShamaa, Aly Chkeir
Measurement of Gait Speed using a Doppler Radar: Influence of Acceleration and Deceleration Zones. SAS 2019: 1-5 - 2018
- [j11]Taoum Aline
Early-warning of ARDS using novelty detection and data fusion. Comput. Biol. Medicine 102: 191-199 (2018) - [j10]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
A hierarchical classification method using belief functions. Signal Process. 148: 68-77 (2018) - [c21]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
The Belief Functions Theory for Sensors Localization in Indoor Wireless Networks. BELIEF 2018: 10-13 - [c20]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Decentralized Sensor Localization by Decision Fusion of RSSI and Mobility in Indoor Environments. EUSIPCO 2018: 2300-2304 - [c19]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Localization of Sensors in Indoor Wireless Networks: An Observation Model Using WiFi RSS. NTMS 2018: 1-5 - [c18]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Mobility-based Tracking Using WiFi RSS in Indoor Wireless Sensor Networks. NTMS 2018: 1-5 - [c17]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
A Weighted Kernel-Based Hierarchical Classification Method for Zoning of Sensors in Indoor Wireless Networks. SPAWC 2018: 1-5 - 2016
- [j9]Nisrine Ghadban, Paul Honeine
In-Network Principal Component Analysis with Diffusion Strategies. Int. J. Wirel. Inf. Networks 23(2): 97-111 (2016) - [c16]Taoum Aline
Data fusion for predicting ARDS using the MIMIC II physiological database. HealthCom 2016: 1-5 - [c15]Aly Chkeir
Is there a relationship between frailty indices and balance assessment in older people? HealthCom 2016: 1-4 - [c14]Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
Zoning-based localization in indoor sensor networks using belief functions theory. SPAWC 2016: 1-5 - 2015
- [j8]Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi:
Decentralized localization using radio-fingerprints and accelerometer in WSNs. IEEE Trans. Aerosp. Electron. Syst. 51(1): 242-257 (2015) - [j7]Sandy Mahfouz
Kernel-based machine learning using radio-fingerprints for localization in wsns. IEEE Trans. Aerosp. Electron. Syst. 51(2): 1324-1336 (2015) - [c13]Nisrine Ghadban, Paul Honeine
Gossip algorithms for principal component analysis in networks. EUSIPCO 2015: 2366-2370 - 2014
- [c12]Sandy Mahfouz
Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. AICCSA 2014: 413-419 - [c11]Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi:
Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks. EUSIPCO 2014: 1970-1974 - [c10]Nisrine Ghadban, Paul Honeine
Strategies for principal component analysis in wireless sensor networks. SAM 2014: 233-236 - [c9]Sandy Mahfouz
Ridge regression and Kalman filtering for target tracking in wireless sensor networks. SAM 2014: 237-240 - [c8]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: 203-206 - [c7]Nisrine Ghadban, Paul Honeine
Diffusion strategies for in-network principal component analysis. MLSP 2014: 1-6 - 2013
- [j6]Farah Mourad, Paul Honeine
Polar-Interval-Based Localization in Mobile Sensor Networks. IEEE Trans. Aerosp. Electron. Syst. 49(4): 2310-2322 (2013) - [c6]Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi:
Decentralized localization using fingerprinting and kernel methods inwireless sensor networks. EUSIPCO 2013: 1-5 - [c5]Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi:
Fingerprinting-based localization using accelerometer information in wireless sensor networks. GLOBECOM 2013: 510-515 - [c4]Sandy Mahfouz
Kernel-based localization using fingerprinting in wireless sensor networks. SPAWC 2013: 744-748 - 2012
- [j5]Farah Mourad, Hichem Snoussi, Michel Kieffer
Robust Interval-Based Localization Algorithms for Mobile Sensor Networks. Int. J. Distributed Sens. Networks 8 (2012) - [j4]Farah Mourad, Hicham Chehade, Hichem Snoussi, Farouk Yalaoui, Lionel Amodeo, Cédric Richard:
Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization. IEEE Trans. Mob. Comput. 11(8): 1261-1273 (2012) - [c3]Farah Mourad, Paul Honeine
Indoor localization using polar intervals in wireless sensor networks. ICT 2012: 1-6 - 2011
- [j3]Farah Mourad, Hichem Snoussi, Cédric Richard:
Interval-Based Localization using RSSI Comparison in MANETs. IEEE Trans. Aerosp. Electron. Syst. 47(4): 2897-2910 (2011) - [j2]Farah Mourad, Hichem Snoussi, Fahed Abdallah
A Robust Localization Algorithm for Mobile Sensors Using Belief Functions. IEEE Trans. Veh. Technol. 60(4): 1799-1811 (2011) - [c2]Farah Mourad, Hichem Snoussi, Cédric Richard:
Interval-based localization for mobile sensors in low-anchors density networks. IWCMC 2011: 1843-1848
2000 – 2009
- 2009
- [j1]Farah Mourad, Hichem Snoussi, Fahed Abdallah
Anchor-based localization via interval analysis for mobile ad-hoc sensor networks. IEEE Trans. Signal Process. 57(8): 3226-3239 (2009) - 2008
- [c1]Farah Mourad, Hichem Snoussi, Fahed Abdallah
Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques. GLOBECOM 2008: 415-419
Coauthor Index
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