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Sandy Mahfouz
Sandy Mahfouz
Verified email at utt.fr
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Year
Target tracking using machine learning and Kalman filter in wireless sensor networks
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE Sensors Journal 14 (10), 3715-3725, 2014
1522014
Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE Sensors Journal 16 (7), 2115-2126, 2016
562016
Abnormal event detection using convolutional neural networks and 1-class SVM classifier
S Bouindour, MM Hittawe, S Mahfouz, H Snoussi
8th International Conference on Imaging for Crime Detection and Prevention …, 2017
422017
Kernel-based machine learning using radio-fingerprints for localization in wsns
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE Transactions on Aerospace and Electronic Systems 51 (2), 1324-1336, 2015
392015
Kernel-based localization using fingerprinting in wireless sensor networks.
S Mahfouz, F Mourad-Chehade, P Honeine, H Snoussi, J Farah
IEEE 14th Workshop on Signal Processing Advances in Wireless Communications …, 2013
242013
RSSI-based classification for indoor localization in wireless sensor networks
S Mahfouz, P Nader, PE Abi-Char
2020 IEEE International Conference on Informatics, IoT, and Enabling …, 2020
132020
Gas source parameter estimation using machine learning in WSNs
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE Sensors Journal 16 (14), 5795-5804, 2016
112016
Decentralized localization using fingerprinting and kernel methods inwireless sensor networks
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013
82013
A secure and lightweight authenticated key agreement protocol for distributed IoT applications
PE Abi-Char, P Nader, S Mahfouz
2020 43rd International Conference on Telecommunications and Signal …, 2020
32020
Ridge regression and Kalman filtering for target tracking in wireless sensor networks
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
IEEE 8th Sensor Array and Multichannel Signal Processing Workshop (SAM), 237-240, 2014
32014
A secure key management scheme for hierarchical access control with secret key validity checking
PE Abi-Char, P Nader, S Mahfouz
2021 44th International Conference on Telecommunications and Signal …, 2021
22021
Kernel-based machine learning for tracking and environmental monitoring in wireless sensor networkds
S Mahfouz
Université de Technologie de Troyes, 2015
2015
Modèle semi-paramétrique RSSI/distance pour le suivi d'une cible dans les réseaux de capteurs sans fil
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
Actes du 25-ème Colloque GRETSI sur le Traitement du Signal et des Images, 2015
2015
Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs
S Mahfouz, P Honeine, F Mourad-Chehade, J Farah, H Snoussi
IEEE/ACS 11th International Conference on Computer Systems and Applications …, 2014
2014
Localisation par fingerprinting et méthodes à noyaux dans les réseaux de capteurs sans fil
S Mahfouz, F Mourad-Chehade, P Honeine, J Farah, H Snoussi
Actes de la 14-ème conférence ROADEF de la Société Française de Recherche …, 2013
2013
Conference Information iii
K BAXEVANAKI, S KAPOULEA, C PSYCHALINOS, A ELWAKIL, ...
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