Belkacem Fergani

32 papers C 4Journal 16Unranked 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel hybrid model integrating 1DCNN and WSVM for enhanced chronic disease prediction. Int. J. Intell. Inf. Database Syst. Fatma Zohra Tassadit Ait Mesbah, M'hamed Bilal Abidine, Belkacem Fergani
2025	J	`jnl`	DeepF-SVM: A new hybrid deep learning model for enhanced sensor-based human activity recognition. Clust. Comput. Imene Charabi, M'hamed Bilal Abidine, Belkacem Fergani, Mourad Oussalah
2025	J	`jnl`	Ensemble Learning with Extremely Randomized k-Nearest Neighbors for Accurate and Efficient Classification. New Gener. Comput. Abid Saber, Moncef Abbas, Belkacem Fergani
2024	—	`conf`	Prediction of Chronic Diseases Using Parallel 1D-CNN Feature Extraction and SVM Classification Based on SMOTE. ISPR (2) Fatma Zohra Tassadit Ait Mesbah, M'hamed Bilal Abidine, Belkacem Fergani
2023	J	`jnl`	New incremental SVM algorithms for human activity recognition in smart homes. J. Ambient Intell. Humaniz. Comput. Yala Nawal, Mourad Oussalah, Belkacem Fergani, Anthony Fleury
2021	J	`jnl`	Activity Recognition From Smartphone Data Using WSVM-HMM Classification. Int. J. E Health Medical Commun. M'hamed Bilal Abidine, Belkacem Fergani
2021	J	`jnl`	Activity recognition from smartphone data using weighted learning methods. Intelligenza Artificiale M'hamed Bilal Abidine, Belkacem Fergani
2021	J	`jnl`	KDA-Based WKNN-SVM Method for Activity Recognition System From Smartphone Data. Int. J. Softw. Innov. Ihssene Menhour, M'hamed Bilal Abidine, Belkacem Fergani, Hakim Lounis
2020	C	`conf`	Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier. ICOST M'hamed Bilal Abidine, Belkacem Fergani
2019	C	`conf`	Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM. WINCOM Bilal M'hamed Abidine, Belkacem Fergani, Ihssene Menhour
2019	J	`jnl`	New methodology for the short range localization of UHF RFID tags using a linear uniform array. Int. J. RF Technol. Res. Appl. Y. Mohamedatni, Belkacem Fergani, Jean-Marc Laheurte, Benoit Poussot
2018	—	`conf`	A New Framework Using PCA, LDA and KNN-SVM to Activity Recognition Based SmartPhone's Sensors. ICMCS Ihssene Menhour, M'hamed Bilal Abidine, Belkacem Fergani
2018	—	`conf`	Encrypted Traffic Classification: Combining Over-and Under-Sampling through a PCA-SVM. PAIS Abid Saber, Belkacem Fergani, Moncef Abbas
2018	J	`jnl`	The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition. Pattern Anal. Appl. Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Mourad Oussalah
2017	C	`conf`	Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home. ICOST Bilal M'hamed Abidine, Belkacem Fergani, Anthony Fleury
2017	J	`jnl`	Towards improving feature extraction and classification for activity recognition on streaming data. J. Ambient Intell. Humaniz. Comput. Nawel Yala, Belkacem Fergani, Anthony Fleury
2016	J	`jnl`	Toward a New PHY Layer Scheme for Decoding Tags Collision Signal in UHF RFID System. IEEE Commun. Lett. Benbaghdad Mohamed, Belkacem Fergani, Smail Tedjini
2015	C	`conf`	Feature extraction for human activity recognition on streaming data. INISTA Nawel Yala, Belkacem Fergani, Anthony Fleury
2015	—	`conf`	Feature extractionand incremental learning to improve activity recognition on streaming data. EAIS Nawel Yala, Belkacem Fergani, Anthony Fleury
2015	J	`jnl`	Improving Human Activity Recognition in Smart Homes. Int. J. E Health Medical Commun. Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Anthony Fleury
2015	J	`jnl`	News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM. Inf. Bilal M'hamed Abidine, Belkacem Fergani
2015	—	`conf`	Request efficient channel estimation method for MIMO passive RFID systems. IEEE RFID M. Fouad Khelladi, Adel Metref, Belkacem Fergani
2014	J	`jnl`	A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset. J. Comput. M'hamed B. Abidine, Belkacem Fergani
2014	J	`jnl`	A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data. Kybernetes Bilal M'hamed Abidine, Belkacem Fergani, Mourad Oussalah, Lamya Fergani
2014	—	`conf`	RFID tag indoor localization by Fingerprinting methods. VITAE Zineb Belhadi, Lamya Fergani, Belkacem Fergani, Jean-Marc Laheurte
2014	—	`conf`	Simulation and measurement of collision signal in passive UHF RFID system and edge transition anti-collision algorithm. RFID-TA Benbaghdad Mohamed, Belkacem Fergani, Smail Tedjini, Etienne Perret
2014	—	`conf`	Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes. ICMCS M'hamed Bilal Abidine, Nawel Yala, Belkacem Fergani, Laurent Clavier
2012	—	`conf`	Dual Antenna for Physical layer UHF RFID collision cancelling. ICMCS Benbaghdad Mohamed, Adel Metref, Belkacem Fergani
2012	—	`conf`	Evaluating C-SVM, CRF and LDA classification for daily activity recognition. ICMCS M'hamed Bilal Abidine, Belkacem Fergani
2012	—	`conf`	Simulation and measurements of physical layer parameters for passive UHF RFID tags toward collision detection and canceling. RFID-TA Benbaghdad Mohamed, Belkacem Fergani, Smail Tedjini, Etienne Perret
2008	J	`jnl`	Speaker diarization using one-class support vector machines. Speech Commun. Belkacem Fergani, Manuel Davy, Amrane Houacine
2006	—	`conf`	Unsupervised speaker indexing using one-class Support Vector Machines. EUSIPCO Belkacem Fergani, Manuel Davy, Amrane Houacine