Belkacem Fergani

According to our database, Belkacem Fergani authored at least 28 papers between 2006 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Ensemble Learning with Extremely Randomized k-Nearest Neighbors for Accurate and Efficient Classification.

Abid Saber, Moncef Abbas, Belkacem Fergani

New Gener. Comput., February, 2025

2023

New incremental SVM algorithms for human activity recognition in smart homes.

Yala Nawal, Mourad Oussalah, Belkacem Fergani, Anthony Fleury

J. Ambient Intell. Humaniz. Comput., October, 2023

2021

Activity Recognition From Smartphone Data Using WSVM-HMM Classification.

M'hamed Bilal Abidine, Belkacem Fergani

Int. J. E Health Medical Commun., 2021

Activity recognition from smartphone data using weighted learning methods.

M'hamed Bilal Abidine, Belkacem Fergani

Intelligenza Artificiale, 2021

2020

Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier.

M'hamed Bilal Abidine, Belkacem Fergani

Proceedings of the Impact of Digital Technologies on Public Health in Developed and Developing Countries, 2020

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

Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM.

Bilal M'hamed Abidine, Belkacem Fergani, Ihssene Menhour

Proceedings of the 2019 International Conference on Wireless Networks and Mobile Communications, 2019

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

Pattern Anal. Appl., 2018

Encrypted Traffic Classification: Combining Over-and Under-Sampling through a PCA-SVM.

Abid Saber, Belkacem Fergani, Moncef Abbas

Proceedings of the 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS), 2018

A New Framework Using PCA, LDA and KNN-SVM to Activity Recognition Based SmartPhone's Sensors.

Ihssene Menhour, M'hamed Bilal Abidine, Belkacem Fergani

Proceedings of the 6th International Conference on Multimedia Computing and Systems, 2018

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

Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home.

Bilal M'hamed Abidine, Belkacem Fergani, Anthony Fleury

Proceedings of the Enhanced Quality of Life and Smart Living, 2017

2016

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

2015

News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM.

Bilal M'hamed Abidine, Belkacem Fergani

Inf., 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

Request efficient channel estimation method for MIMO passive RFID systems.

M. Fouad Khelladi, Adel Metref, Belkacem Fergani

Proceedings of the 2015 IEEE International Conference on RFID, 2015

Feature extraction for human activity recognition on streaming data.

Nawel Yala, Belkacem Fergani, Anthony Fleury

Proceedings of the International Symposium on Innovations in Intelligent SysTems and Applications, 2015

Feature extractionand incremental learning to improve activity recognition on streaming data.

Nawel Yala, Belkacem Fergani, Anthony Fleury

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

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, Lamya Fergani

Kybernetes, 2014

A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset.

M'hamed B. Abidine, Belkacem Fergani

J. Comput., 2014

RFID tag indoor localization by Fingerprinting methods.

Zineb Belhadi, Lamya Fergani, Belkacem Fergani, Jean-Marc Laheurte

Proceedings of the 4th International Conference on Wireless Communications, 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

Proceedings of the IEEE RFID Technology and Applications Conference, 2014

Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes.

M'hamed Bilal Abidine, Nawel Yala, Belkacem Fergani, Laurent Clavier

Proceedings of the 4th International Conference on Multimedia Computing and Systems, 2014

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

Proceedings of the 2012 IEEE International Conference on RFID-Technologies and Applications, 2012

Dual Antenna for Physical layer UHF RFID collision cancelling.

Benbaghdad Mohamed, Adel Metref, Belkacem Fergani

Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

Evaluating C-SVM, CRF and LDA classification for daily activity recognition.

M'hamed Bilal Abidine, Belkacem Fergani

Proceedings of the 2012 International Conference on Multimedia Computing and Systems, 2012

2008

Speaker diarization using one-class support vector machines.

Belkacem Fergani, Manuel Davy, Amrane Houacine

Speech Commun., 2008

2006

Unsupervised speaker indexing using one-class Support Vector Machines.

Belkacem Fergani, Manuel Davy, Amrane Houacine

Proceedings of the 14th European Signal Processing Conference, 2006