Dr. M'hamed Bilal Abidine
Dr. M'hamed Bilal Abidine
Associate Professor in Telecommunications, LISIC Lab, FEI, USTHB
Verified email at usthb.dz
Title
Cited by
Cited by
Year
The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition
BM Abidine, L Fergani, B Fergani, M Oussalah
Pattern Analysis and Applications, Springer 21 (1), 119-138, 2018
362018
Evaluating C-SVM, CRF and LDA classification for daily activity recognition
B Fergani
2012 International Conference on Multimedia Computing and Systems, 272-277, 2012
312012
A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data
M Oussalah, A Hessami, BM Abidine, B Fergani, L Fergani
Kybernetes, 2014
132014
Improving Human Activity Recognition in Smart Homes
MHB Abidine, L Fergani, B Fergani, A Fleury
International Journal of E-Health and Medical Communications (IJEHMC) 6 (3 …, 2015
12*2015
Importance-weighted the imbalanced data for C-SVM classifier to human activity recognition
B Fergani, L Clavier
2013 8th International Workshop on Systems, Signal Processing and their …, 2013
122013
Evaluating a new classification method using PCA to human activity recognition
B Fergani
2013 International Conference on Computer Medical Applications (ICCMA), 1-4, 2013
122013
News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM
MBAB Fergani
Information Science Journal 6 (3), 505-521, 2015
102015
A new multi-class WSVM classification to imbalanced human activity dataset
BA M’hamed, B Fergani
J Comput 9, 1560-1565, 2014
92014
Comparing HMM, LDA, SVM and Smote-SVM Algorithms in Classifying Human Activities
MB Abidine, B Fergani
Proceedings of the Mediterranean Conference on Information & Communication …, 2016
6*2016
Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes
N Yala, B Fergani, L Clavier
2014 international conference on multimedia computing and systems (ICMCS …, 2014
52014
Effect of oversampling versus undersampling for SVM and LDA classifiers for activity recognition
MB Abidine, B Fergani, FJO Morales
International Conference on Big Data 2016, 2016
32016
Integrating prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home
MB Abidine, B Fergani, A Fleury
International Conference On Smart homes and health Telematics 15, 2017
1*2017
A new activity classification method K-SVM using Smartphone data
I Menhour, M Abidine, B Fergani
2019 International Conference on Advanced Electrical Engineering (ICAEE), 1-5, 2019
2019
Human Activity Recognition in Smart Home Using Prior Knowledge Based KNN-WSVM Model
A M’hamed, Bilal, F Belkacem
Artificial Intelligence in Renewable Energetic Systems 35, 15-24, 2018
2018
New Schemes for Activity Recognition System using PCA-WSVM and LDA-WSVM Modelling
MB Abidine, B Fergani
Mediterranean Conference on Information & Communication Technologies'2015, 2015
2015
A Comparative study of C-SVM, CRF and k-NN for Daily Activity Recognition
BF M’hamed Bilal Abidine, L Fergani
14th ACM International Conference on Ubiquitous Computing, UBICOMP 2012, 2012
2012
C-SVM versus CRF classifier for human activity recognition
MB Abidine, B Fergani, L Clavier
2012
A COMPARATIVE STUDY OF C-SVM, CRF, LDA AND K-NN FOR DAILY ACTIVITY RECOGNITION
MB Abidine, B Fergani
A Comparative Study of Four Classifiers for Activity Recognition in Smart Home
MB Abidine, B Fergani
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