Unsupervised speaker indexing using one-class Support Vector Machines. - Belkacem Fergani; Manuel Davy; Amrane Houacine (EUSIPCO, 2006)

Speaker diarization using one-class support vector machines. - Belkacem Fergani; Manuel Davy; Amrane Houacine (Speech Commun., 2008)

Evaluating C-SVM, CRF and LDA classification for daily activity recognition. - M'hamed Bilal Abidine; Belkacem Fergani (ICMCS, 2012)

Dual Antenna for Physical layer UHF RFID collision cancelling. - Benbaghdad Mohamed; Adel Metref; Belkacem Fergani (ICMCS, 2012)

Simulation and measurements of physical layer parameters for passive UHF RFID tags toward collision detection and canceling. - Benbaghdad Mohamed; Belkacem Fergani; Smail Tedjini; Etienne Perret (RFID-TA, 2012)

Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes. - M'hamed Bilal Abidine; Nawel Yala; Belkacem Fergani; Laurent Clavier (ICMCS, 2014)

Simulation and measurement of collision signal in passive UHF RFID system and edge transition anti-collision algorithm. - Benbaghdad Mohamed; Belkacem Fergani; Smail Tedjini; Etienne Perret (RFID-TA, 2014)

RFID tag indoor localization by Fingerprinting methods. - Zineb Belhadi; Lamya Fergani; Belkacem Fergani; Jean-Marc Laheurte (VITAE, 2014)

A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset. - M'hamed B. Abidine; Belkacem Fergani (J. Comput., 2014)

A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data. - Bilal M'hamed Abidine; Belkacem Fergani; Mourad Oussalah 002; Lamya Fergani (Kybernetes, 2014)

Feature extractionand incremental learning to improve activity recognition on streaming data. - Nawel Yala; Belkacem Fergani; Anthony Fleury (EAIS, 2015)

Feature extraction for human activity recognition on streaming data. - Nawel Yala; Belkacem Fergani; Anthony Fleury (INISTA, 2015)

Request efficient channel estimation method for MIMO passive RFID systems. - M. Fouad Khelladi; Adel Metref; Belkacem Fergani (IEEE RFID, 2015)

Improving Human Activity Recognition in Smart Homes. - Bilal M'hamed Abidine; Lamya Fergani; Belkacem Fergani; Anthony Fleury (Int. J. E Health Medical Commun., 2015)

News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM. - Bilal M'hamed Abidine; Belkacem Fergani (Inf., 2015)

Toward a New PHY Layer Scheme for Decoding Tags Collision Signal in UHF RFID System. - Benbaghdad Mohamed; Belkacem Fergani; Smail Tedjini (IEEE Commun. Lett., 2016)

Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home. - Bilal M'hamed Abidine; Belkacem Fergani; Anthony Fleury (ICOST, 2017)

Towards improving feature extraction and classification for activity recognition on streaming data. - Nawel Yala; Belkacem Fergani; Anthony Fleury (J. Ambient Intell. Humaniz. Comput., 2017)

A New Framework Using PCA, LDA and KNN-SVM to Activity Recognition Based SmartPhone's Sensors. - Ihssene Menhour; M'hamed Bilal Abidine; Belkacem Fergani (ICMCS, 2018)

Encrypted Traffic Classification: Combining Over-and Under-Sampling through a PCA-SVM. - Abid Saber; Belkacem Fergani; Moncef Abbas (PAIS, 2018)

The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition. - Bilal M'hamed Abidine; Lamya Fergani; Belkacem Fergani; Mourad Oussalah 002 (Pattern Anal. Appl., 2018)

Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM. - Bilal M'hamed Abidine; Belkacem Fergani; Ihssene Menhour (WINCOM, 2019)

New methodology for the short range localization of UHF RFID tags using a linear uniform array. - Y. Mohamedatni; Belkacem Fergani; Jean-Marc Laheurte; Benoit Poussot (Int. J. RF Technol. Res. Appl., 2019)

Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier. - M'hamed Bilal Abidine; Belkacem Fergani (ICOST, 2020)

Activity recognition from smartphone data using weighted learning methods. - M'hamed Bilal Abidine; Belkacem Fergani (Intelligenza Artificiale, 2021)

Activity Recognition From Smartphone Data Using WSVM-HMM Classification. - M'hamed Bilal Abidine; Belkacem Fergani (Int. J. E Health Medical Commun., 2021)

KDA-Based WKNN-SVM Method for Activity Recognition System From Smartphone Data. - Ihssene Menhour; M'hamed Bilal Abidine; Belkacem Fergani; Hakim Lounis (Int. J. Softw. Innov., 2021)

New incremental SVM algorithms for human activity recognition in smart homes. - Yala Nawal; Mourad Oussalah 002; Belkacem Fergani; Anthony Fleury (J. Ambient Intell. Humaniz. Comput., 2023)

Prediction of Chronic Diseases Using Parallel 1D-CNN Feature Extraction and SVM Classification Based on SMOTE. - Fatma Zohra Tassadit Ait Mesbah; M'hamed Bilal Abidine; Belkacem Fergani (ISPR (2), 2024)

Ensemble Learning with Extremely Randomized k-Nearest Neighbors for Accurate and Efficient Classification. - Abid Saber; Moncef Abbas; Belkacem Fergani (New Gener. Comput., 2025)