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ORCIDBelkacem Fergani
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2020 – today
- 2023
[j12]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): 13433-13450 (2023)- 2021
- [j11]M'hamed Bilal Abidine, Belkacem Fergani:
Activity recognition from smartphone data using weighted learning methods. Intelligenza Artificiale 15(1): 1-15 (2021) - [j10]M'hamed Bilal Abidine, Belkacem Fergani:
Activity Recognition From Smartphone Data Using WSVM-HMM Classification. Int. J. E Health Medical Commun. 12(6): 1-20 (2021) - 2020
- [c15]M'hamed Bilal Abidine, Belkacem Fergani:
Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier. ICOST 2020: 386-394
2010 – 2019
- 2019
- [j9]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): 9-26 (2019) - [c14]Bilal M'hamed Abidine, Belkacem Fergani, Ihssene Menhour:
Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM. WINCOM 2019: 1-5 - 2018
- [j8]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): 119-138 (2018) - [c13]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: 1-5 - [c12]Abid Saber, Belkacem Fergani, Moncef Abbas:
Encrypted Traffic Classification: Combining Over-and Under-Sampling through a PCA-SVM. PAIS 2018: 1-5 - 2017
- [j7]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): 177-189 (2017) - [c11]Bilal M'hamed Abidine, Belkacem Fergani, Anthony Fleury:
Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home. ICOST 2017: 233-239 - 2016
- [j6]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): 2233-2236 (2016) - 2015
- [j5]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): 19-37 (2015) - [j4]Bilal M'hamed Abidine, Belkacem Fergani:
News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM. Inf. 6(3): 505-521 (2015) - [c10]Nawel Yala, Belkacem Fergani, Anthony Fleury:
Feature extractionand incremental learning to improve activity recognition on streaming data. EAIS 2015: 1-8 - [c9]Nawel Yala, Belkacem Fergani, Anthony Fleury:
Feature extraction for human activity recognition on streaming data. INISTA 2015: 1-6 - [c8]M. Fouad Khelladi, Adel Metref, Belkacem Fergani:
Request efficient channel estimation method for MIMO passive RFID systems. IEEE RFID 2015: 94-99 - 2014
- [j3]M'hamed B. Abidine, Belkacem Fergani:
A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset. J. Comput. 9(7): 1560-1565 (2014) - [j2]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): 1150-1164 (2014) - [c7]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: 421-426 - [c6]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: 277-282 - [c5]Zineb Belhadi, Lamya Fergani, Belkacem Fergani, Jean-Marc Laheurte:
RFID tag indoor localization by Fingerprinting methods. VITAE 2014: 1-5 - 2012
- [c4]M'hamed Bilal Abidine, Belkacem Fergani:
Evaluating C-SVM, CRF and LDA classification for daily activity recognition. ICMCS 2012: 272-277 - [c3]Benbaghdad Mohamed, Adel Metref, Belkacem Fergani:
Dual Antenna for Physical layer UHF RFID collision cancelling. ICMCS 2012: 623-628 - [c2]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: 383-388
2000 – 2009
- 2008
- [j1]Belkacem Fergani, Manuel Davy, Amrane Houacine:
Speaker diarization using one-class support vector machines. Speech Commun. 50(5): 355-365 (2008) - 2006
- [c1]Belkacem Fergani, Manuel Davy, Amrane Houacine:
Unsupervised speaker indexing using one-class Support Vector Machines. EUSIPCO 2006: 1-5
Coauthor Index
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