Belkacem Fergani

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 17

Top Topics

Activity Recognition

Top Venues

J. Ambient Intell. Humaniz. Comput.

Int. J. E Health Medical Commun.

Publications

Yala Nawal, Mourad Oussalah, Belkacem Fergani, Anthony Fleury
New incremental SVM algorithms for human activity recognition in smart homes. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
M'hamed Bilal Abidine, Belkacem Fergani
Activity recognition from smartphone data using weighted learning methods. Intelligenza Artificiale 15 (1) (2021)
M'hamed Bilal Abidine, Belkacem Fergani
Activity Recognition From Smartphone Data Using WSVM-HMM Classification. Int. J. E Health Medical Commun. 12 (6) (2021)
M'hamed Bilal Abidine, Belkacem Fergani
Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier. ICOST (2020)
Bilal M'hamed Abidine, Belkacem Fergani, Ihssene Menhour
Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM. WINCOM (2019)
Y. Mohamedatni, Belkacem Fergani, Jean-Marc Laheurte, Benoit Poussot
New methodology for the short range localization of UHF RFID tags using a linear uniform array. Int. J. RF Technol. Res. Appl. 10 (1-2) (2019)
Abid Saber, Belkacem Fergani, Moncef Abbas
Encrypted Traffic Classification: Combining Over-and Under-Sampling through a PCA-SVM. PAIS (2018)
Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Mourad Oussalah
The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition. Pattern Anal. Appl. 21 (1) (2018)
Ihssene Menhour, M'hamed Bilal Abidine, Belkacem Fergani
A New Framework Using PCA, LDA and KNN-SVM to Activity Recognition Based SmartPhone's Sensors. ICMCS (2018)
Bilal M'hamed Abidine, Belkacem Fergani, Anthony Fleury
Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home. ICOST (2017)
Nawel Yala, Belkacem Fergani, Anthony Fleury
Towards improving feature extraction and classification for activity recognition on streaming data. J. Ambient Intell. Humaniz. Comput. 8 (2) (2017)
Benbaghdad Mohamed, Belkacem Fergani, Smail Tedjini
Toward a New PHY Layer Scheme for Decoding Tags Collision Signal in UHF RFID System. IEEE Commun. Lett. 20 (11) (2016)
Nawel Yala, Belkacem Fergani, Anthony Fleury
Feature extraction for human activity recognition on streaming data. INISTA (2015)
Nawel Yala, Belkacem Fergani, Anthony Fleury
Feature extractionand incremental learning to improve activity recognition on streaming data. EAIS (2015)
M. Fouad Khelladi, Adel Metref, Belkacem Fergani
Request efficient channel estimation method for MIMO passive RFID systems. IEEE RFID (2015)
Bilal M'hamed Abidine, Belkacem Fergani
News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM. Inf. 6 (3) (2015)
Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Anthony Fleury
Improving Human Activity Recognition in Smart Homes. Int. J. E Health Medical Commun. 6 (3) (2015)
Benbaghdad Mohamed, Belkacem Fergani, Smail Tedjini, Etienne Perret
Simulation and measurement of collision signal in passive UHF RFID system and edge transition anti-collision algorithm. RFID-TA (2014)
M'hamed Bilal Abidine, Nawel Yala, Belkacem Fergani, Laurent Clavier
Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes. ICMCS (2014)
M'hamed B. Abidine, Belkacem Fergani
A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset. J. Comput. 9 (7) (2014)
Bilal M'hamed Abidine, Belkacem Fergani, Mourad Oussalah, Lamya Fergani
A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data. Kybernetes 43 (8) (2014)
Zineb Belhadi, Lamya Fergani, Belkacem Fergani, Jean-Marc Laheurte
RFID tag indoor localization by Fingerprinting methods. VITAE (2014)
M'hamed Bilal Abidine, Belkacem Fergani
Evaluating C-SVM, CRF and LDA classification for daily activity recognition. ICMCS (2012)
Benbaghdad Mohamed, Adel Metref, Belkacem Fergani
Dual Antenna for Physical layer UHF RFID collision cancelling. ICMCS (2012)
Benbaghdad Mohamed, Belkacem Fergani, Smail Tedjini, Etienne Perret
Simulation and measurements of physical layer parameters for passive UHF RFID tags toward collision detection and canceling. RFID-TA (2012)
Belkacem Fergani, Manuel Davy, Amrane Houacine
Speaker diarization using one-class support vector machines. Speech Commun. 50 (5) (2008)
Belkacem Fergani, Manuel Davy, Amrane Houacine
Unsupervised speaker indexing using one-class Support Vector Machines. EUSIPCO (2006)