Farah Mourad-Chehade

44 papers A 1B 3C 3Journal 13Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Patients visits forecasting in emergency departments: Self-adapting LSTM models for evolving data distributions. Comput. Methods Programs Biomed. Nicolas Haxaire, Farah Mourad-Chehade, Alice Yalaoui, Patrick Nader, Hicham Chehade
2025	—	`conf`	Adaptive Fall Detection Using WiFi CSI for Unseen Environments and New Individuals. MeMeA Israa Bayad, Sandy Mahfouz, Khouloud Samrouth, Farah Mourad-Chehade, Hassan Amoud
2025	—	`conf`	Deep Learning for Forecasting Patient Visits: A Comparative Study of CNNs, xLSTM, and Transformers. MeMeA Nicolas Haxaire, Farah Mourad-Chehade, Alice Yalaoui, Patrick Nader, Axelle Torelli, Zakaria Ait Gana, Hicham Chehade
2025	J	`jnl`	Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost. Biomed. Signal Process. Control. Jad Botros, Farah Mourad-Chehade, David Laplanche
2024	—	`conf`	An Explainable Multimodal Data Fusion Approach for Heart Failure Detection. MeMeA Jad Botros, Farah Mourad-Chehade, David Laplanche
2024	J	`jnl`	Changing the perspective of system crowding evaluation using a new congestion measure: application to the Emergency Department. Oper. Res. Adrien Wartelle, Farah Mourad-Chehade, Farouk Yalaoui, David Laplanche, Stéphane Sanchez
2024	—	`conf`	Enhanced Cough Analysis Using 1-Dimensional CNN Features for Respiratory Health Diagnosis. MeMeA Malak Ghourabi, Farah Mourad-Chehade, Racha Soubra, Aly Chkeir
2024	—	`conf`	Patient Visits Forecasting in the Post-pandemic Era at Emergency Departments. OLA Nicolas Haxaire, Farah Mourad-Chehade, Alice Yalaoui
2023	J	`jnl`	Eye Recognition by YOLO for Inner Canthus Temperature Detection in the Elderly Using a Transfer Learning Approach. Sensors Malak Ghourabi, Farah Mourad-Chehade, Aly Chkeir
2023	A	`conf`	Intelligent Real-time Human Activity Recognition Using Wi-Fi Signals. ICCAD Hadi El Zein, Farah Mourad-Chehade, Hassan Amoud
2022	—	`conf`	Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine Learning. MIE Adrien Wartelle, Farah Mourad-Chehade, Farouk Yalaoui, David Laplanche, Stéphane Sanchez
2022	J	`jnl`	CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals. Sensors Jad Botros, Farah Mourad-Chehade, David Laplanche
2022	—	`conf`	Detection of Heart Failure Using a Convolutional Neural Network via ECG Signals. CISP-BMEI Jad Botros, Farah Mourad-Chehade, David Laplanche
2022	—	`conf`	Eyes Recognition for Inner Canthus Temperature Detection using YOLOv5 Algorithm. CISP-BMEI Malak Ghourabi, Farah Mourad-Chehade, Aly Chkeir
2020	J	`jnl`	An Evidential Framework for Localization of Sensors in Indoor Environments. Sensors Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine, Aly Chkeir
2020	—	`conf`	Atrial fibrillation predictor with reject option using belief functions theory. MeMeA Mohamed Mroueh, Farah Mourad-Chehade, Fahed Abdallah
2020	J	`jnl`	Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking. IEEE Trans. Aerosp. Electron. Syst. Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine, Aly Chkeir
2019	B	`conf`	A Hidden Markov Model for Indoor Trajectory Tracking of Elderly People. SAS Daniel AlShamaa, Aly Chkeir, Farah Mourad-Chehade, Paul Honeine
2019	—	`conf`	Doppler Radar System for In-Home Gait Characterization using Wavelet Transform Analysis. EMBC Racha Soubra, Aly Chkeir, Farah Mourad-Chehade, Daniel AlShamaa
2019	J	`jnl`	Evidence-based model for real-time surveillance of ARDS. Biomed. Signal Process. Control. Aline Taoum, Farah Mourad-Chehade, Hassan Amoud
2019	B	`conf`	Measurement of Gait Speed using a Doppler Radar: Influence of Acceleration and Deceleration Zones. SAS Daniel AlShamaa, Aly Chkeir, Racha Soubra, Farah Mourad-Chehade
2019	C	`conf`	Target Localization using Machine Learning and Belief Functions: Application for Elderly People in Indoor Environments. ISCC Daniel AlShamaa, Aly Chkeir, Farah Mourad-Chehade
2018	—	`conf`	A Weighted Kernel-Based Hierarchical Classification Method for Zoning of Sensors in Indoor Wireless Networks. SPAWC Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2018	J	`jnl`	A hierarchical classification method using belief functions. Signal Process. Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2018	—	`conf`	Decentralized Sensor Localization by Decision Fusion of RSSI and Mobility in Indoor Environments. EUSIPCO Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2018	J	`jnl`	Early-warning of ARDS using novelty detection and data fusion. Comput. Biol. Medicine Aline Taoum, Farah Mourad-Chehade, Hassan Amoud
2018	—	`conf`	Localization of Sensors in Indoor Wireless Networks: An Observation Model Using WiFi RSS. NTMS Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2018	—	`conf`	Mobility-based Tracking Using WiFi RSS in Indoor Wireless Sensor Networks. NTMS Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2018	—	`conf`	The Belief Functions Theory for Sensors Localization in Indoor Wireless Networks. BELIEF Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2016	C	`conf`	Data fusion for predicting ARDS using the MIMIC II physiological database. HealthCom Aline Taoum, Farah Mourad-Chehade, Hassan Amoud, Aly Chkeir, Ziad Fawal, Jacques Duchêne
2016	J	`jnl`	In-Network Principal Component Analysis with Diffusion Strategies. Int. J. Wirel. Inf. Networks Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah
2016	—	`conf`	Zoning-based localization in indoor sensor networks using belief functions theory. SPAWC Daniel AlShamaa, Farah Mourad-Chehade, Paul Honeine
2015	J	`jnl`	Decentralized localization using radio-fingerprints and accelerometer in WSNs. IEEE Trans. Aerosp. Electron. Syst. Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
2015	—	`conf`	Gossip algorithms for principal component analysis in networks. EUSIPCO Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Clovis Francis
2015	J	`jnl`	Kernel-based machine learning using radio-fingerprints for localization in wsns. IEEE Trans. Aerosp. Electron. Syst. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
2014	C	`conf`	Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs. AICCSA Sandy Mahfouz, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Hichem Snoussi
2014	—	`conf`	Diffusion strategies for in-network principal component analysis. MLSP Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah
2014	—	`conf`	Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks. EUSIPCO Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
2014	—	`conf`	Mobility using first and second derivatives for kernel-based regression in wireless sensor networks. IWSSIP Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah
2014	—	`conf`	Ridge regression and Kalman filtering for target tracking in wireless sensor networks. SAM Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
2014	—	`conf`	Strategies for principal component analysis in wireless sensor networks. SAM Nisrine Ghadban, Paul Honeine, Clovis Francis, Farah Mourad-Chehade, Joumana Farah
2013	—	`conf`	Decentralized localization using fingerprinting and kernel methods inwireless sensor networks. EUSIPCO Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi
2013	B	`conf`	Fingerprinting-based localization using accelerometer information in wireless sensor networks. GLOBECOM Xiaowei Lv, Farah Mourad-Chehade, Hichem Snoussi
2013	—	`conf`	Kernel-based localization using fingerprinting in wireless sensor networks. SPAWC Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Hichem Snoussi, Joumana Farah