B. Fergani

发表

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

Nawel Yala, Belkacem Fergani, Laurent Clavier, 2014, 2014 International Conference on Multimedia Computing and Systems (ICMCS).

Importance-weighted the imbalanced data for C-SVM classifier to human activity recognition

Belkacem Fergani, Laurent Clavier, M'hamed Bilal Abidine, 2013, 2013 8th International Workshop on Systems, Signal Processing and their Applications (WoSSPA).

Speaker diarization using one-class support vector machines

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2008, Speech Commun..

Unsupervised speaker indexing using one-class Support Vector Machines

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2006, 2006 14th European Signal Processing Conference.

Application des machines a vecteurs support mono-classe a l'indexation en locuteurs de documents audio

Belkacem Fergani, Amrane Houacine, Manuel Davy, 2005 .

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

Belkacem Fergani, Ihssene Menhour, M’hamed Bilal Abidine, 2018, 2018 6th International Conference on Multimedia Computing and Systems (ICMCS).

E-Health Human Activity Recognition Scheme Using Smartphone’s Data

Belkacem Fergani, Ihssene Menhour, M’hamed Bilal Abidine, 2018, Lecture Notes in Electrical Engineering.

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

Belkacem Fergani, Bilal M'hamed Abidine, B. Fergani, 2015, Inf..

Feature extraction for human activity recognition on streaming data

Nawel Yala, Belkacem Fergani, Anthony Fleury, 2015, 2015 International Symposium on Innovations in Intelligent SysTems and Applications (INISTA).

Towards improving feature extraction and classification for activity recognition on streaming data

Nawel Yala, Belkacem Fergani, Anthony Fleury, 2017, J. Ambient Intell. Humaniz. Comput..

Improving Human Activity Recognition in Smart Homes

Belkacem Fergani, Anthony Fleury, Bilal M'hamed Abidine, 2015, Int. J. E Health Medical Commun..

A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data

Mourad Oussalah, Belkacem Fergani, Bilal M'hamed Abidine, 2014, Kybernetes.

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

Belkacem Fergani, Bilal M'hamed Abidine, B. Fergani, 2014, J. Comput..

IMPROVING SUPERVISED CLASSIFICATION OF DAILY ACTIVITIES LIVING USING NEW COST SENSITIVE CRITERION FOR C-SVM

Belkacem Fergani, Bilal M'hamed Abidine, Bilal M’hamed Abidine, 2013 .

A DDoS Attack Detection System: Applying A Hybrid Genetic Algorithm to Optimal Feature Subset Selection

B. Fergani, Abid Saber, Moncef Abbas, 2020, 2020 4th International Symposium on Informatics and its Applications (ISIA).

A new activity classification method K-SVM using Smartphone data

Belkacem Fergani, Ihssene Menhour, M’hamed Abidine, 2019, 2019 International Conference on Advanced Electrical Engineering (ICAEE).

The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition

Mourad Oussalah, Belkacem Fergani, Bilal M'hamed Abidine, 2016, Pattern Analysis and Applications.

Effect of over-sampling versus under-sampling for SVM and LDA classifiers for activity recognition

M. B Abidine, B. Fergani, F. J Ordóñez, 2016 .

Comparing HMM, LDA, SVM and Smote-SVM Algorithms in Classifying Human Activities

Belkacem Fergani, M’hamed Bilal Abidine, M. Abidine, 2016 .

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

Belkacem Fergani, Ihssene Menhour, Bilal M'hamed Abidine, 2019, 2019 International Conference on Wireless Networks and Mobile Communications (WINCOM).

New incremental SVM algorithms for human activity recognition in smart homes

A. Fleury, Mourad Oussalah, B. Fergani, 2022, Journal of Ambient Intelligence and Humanized Computing.

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

Belkacem Fergani, Moncef Abbas, Abid Saber, 2018, 2018 3rd International Conference on Pattern Analysis and Intelligent Systems (PAIS).

An Efficient Kernel KNN classifier for Activity Recognition on Smartphone

M. Abidine, B. Fergani, 2022, 2022 IEEE 21st international Ccnference on Sciences and Techniques of Automatic Control and Computer Engineering (STA).

Sensor-Based Human Activity Recognition Using a Hybrid CNN-SVM Approach

M. Abidine, B. Fergani, Imene Charabi, 2024, International Symposium on Image and Signal Processing and Analysis.

Activity recognition on smartphones using an AKNN based support vectors

Mourad Oussalah, M. Abidine, B. Fergani, 2022, Sensor Review.

Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier

Belkacem Fergani, M’hamed Bilal Abidine, M. Abidine, 2020, ICOST.