Farah Mourad

Orcid: 0000-0002-5048-9372

According to our database1, Farah Mourad authored at least 51 papers between 2008 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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Bibliography

2025
Explainable multimodal data fusion framework for heart failure detection: Integrating CNN and XGBoost.
Biomed. Signal Process. Control., 2025

2024
Changing the perspective of system crowding evaluation using a new congestion measure: application to the Emergency Department.
Oper. Res., December, 2024

Enhanced Cough Analysis Using 1-Dimensional CNN Features for Respiratory Health Diagnosis.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

An Explainable Multimodal Data Fusion Approach for Heart Failure Detection.
Proceedings of the IEEE International Symposium on Medical Measurements and Applications, 2024

2023
Eye Recognition by YOLO for Inner Canthus Temperature Detection in the Elderly Using a Transfer Learning Approach.
Sensors, February, 2023

Intelligent Real-time Human Activity Recognition Using Wi-Fi Signals.
Proceedings of the International Conference on Control, Automation and Diagnosis, 2023

2022
CNN and SVM-Based Models for the Detection of Heart Failure Using Electrocardiogram Signals.
Sensors, 2022

Analysis of Saturation in the Emergency Department: A Data-Driven Queuing Model Using Machine Learning.
Proceedings of the Challenges of Trustable AI and Added-Value on Health, 2022

Eyes Recognition for Inner Canthus Temperature Detection using YOLOv5 Algorithm.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

Detection of Heart Failure Using a Convolutional Neural Network via ECG Signals.
Proceedings of the 15th International Congress on Image and Signal Processing, 2022

2020
Fusion of Multiple Mobility and Observation Models for Indoor Zoning-Based Sensor Tracking.
IEEE Trans. Aerosp. Electron. Syst., 2020

An Evidential Framework for Localization of Sensors in Indoor Environments.
Sensors, 2020

Statistical learning for sensor localization in wireless networks.
CoRR, 2020

Atrial fibrillation predictor with reject option using belief functions theory.
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020

2019
Evidence-based model for real-time surveillance of ARDS.
Biomed. Signal Process. Control., 2019

Measurement of Gait Speed using a Doppler Radar: Influence of Acceleration and Deceleration Zones.
Proceedings of the IEEE Sensors Applications Symposium, 2019

A Hidden Markov Model for Indoor Trajectory Tracking of Elderly People.
Proceedings of the IEEE Sensors Applications Symposium, 2019

Target Localization using Machine Learning and Belief Functions: Application for Elderly People in Indoor Environments.
Proceedings of the 2019 IEEE Symposium on Computers and Communications, 2019

Doppler Radar System for In-Home Gait Characterization using Wavelet Transform Analysis.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018
A hierarchical classification method using belief functions.
Signal Process., 2018

Early-warning of ARDS using novelty detection and data fusion.
Comput. Biol. Medicine, 2018

A Weighted Kernel-Based Hierarchical Classification Method for Zoning of Sensors in Indoor Wireless Networks.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

Mobility-based Tracking Using WiFi RSS in Indoor Wireless Sensor Networks.
Proceedings of the 9th IFIP International Conference on New Technologies, 2018

Localization of Sensors in Indoor Wireless Networks: An Observation Model Using WiFi RSS.
Proceedings of the 9th IFIP International Conference on New Technologies, 2018

Decentralized Sensor Localization by Decision Fusion of RSSI and Mobility in Indoor Environments.
Proceedings of the 26th European Signal Processing Conference, 2018

The Belief Functions Theory for Sensors Localization in Indoor Wireless Networks.
Proceedings of the Belief Functions: Theory and Applications, 2018

2016
In-Network Principal Component Analysis with Diffusion Strategies.
Int. J. Wirel. Inf. Networks, 2016

Zoning-based localization in indoor sensor networks using belief functions theory.
Proceedings of the 17th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2016

Is there a relationship between frailty indices and balance assessment in older people?
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

Data fusion for predicting ARDS using the MIMIC II physiological database.
Proceedings of the 18th IEEE International Conference on e-Health Networking, 2016

2015
Kernel-based machine learning using radio-fingerprints for localization in wsns.
IEEE Trans. Aerosp. Electron. Syst., 2015

Decentralized localization using radio-fingerprints and accelerometer in WSNs.
IEEE Trans. Aerosp. Electron. Syst., 2015

Gossip algorithms for principal component analysis in networks.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Diffusion strategies for in-network principal component analysis.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014

Mobility using first and second derivatives for kernel-based regression in wireless sensor networks.
Proceedings of the International Conference on Systems, Signals and Image Processing, 2014

Ridge regression and Kalman filtering for target tracking in wireless sensor networks.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Strategies for principal component analysis in wireless sensor networks.
Proceedings of the IEEE 8th Sensor Array and Multichannel Signal Processing Workshop, 2014

Interval-based localization using sensors mobility and fingerprints in decentralized sensor networks.
Proceedings of the 22nd European Signal Processing Conference, 2014

Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs.
Proceedings of the 11th IEEE/ACS International Conference on Computer Systems and Applications, 2014

2013
Polar-Interval-Based Localization in Mobile Sensor Networks.
IEEE Trans. Aerosp. Electron. Syst., 2013

Kernel-based localization using fingerprinting in wireless sensor networks.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Fingerprinting-based localization using accelerometer information in wireless sensor networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

Decentralized localization using fingerprinting and kernel methods inwireless sensor networks.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Controlled Mobility Sensor Networks for Target Tracking Using Ant Colony Optimization.
IEEE Trans. Mob. Comput., 2012

Robust Interval-Based Localization Algorithms for Mobile Sensor Networks.
Int. J. Distributed Sens. Networks, 2012

Indoor localization using polar intervals in wireless sensor networks.
Proceedings of the 19th International Conference on Telecommunications, 2012

2011
A Robust Localization Algorithm for Mobile Sensors Using Belief Functions.
IEEE Trans. Veh. Technol., 2011

Interval-Based Localization using RSSI Comparison in MANETs.
IEEE Trans. Aerosp. Electron. Syst., 2011

Interval-based localization for mobile sensors in low-anchors density networks.
Proceedings of the 7th International Wireless Communications and Mobile Computing Conference, 2011

2009
Anchor-based localization via interval analysis for mobile ad-hoc sensor networks.
IEEE Trans. Signal Process., 2009

2008
Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008


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