| 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 | 86 | 2018 |
| Evaluating C-SVM, CRF and LDA classification for daily activity recognition B Fergani 2012 International Conference on Multimedia Computing and Systems, 272-277, 2012 | 38 | 2012 |
| 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 | 24* | 2015 |
| Evaluating a new classification method using PCA to human activity recognition B Fergani 2013 International Conference on Computer Medical Applications (ICCMA), 1-4, 2013 | 19 | 2013 |
| A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data B M’hamed Abidine, B Fergani, M Oussalah, L Fergani Kybernetes 43 (8), 1150-1164, 2014 | 18 | 2014 |
| News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM MBAB Fergani Information Science Journal 6 (3), 505-521, 2015 | 17* | 2015 |
| 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 | 15 | 2016 |
| A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset. BA M'hamed, B Fergani J. Comput. 9 (7), 1560-1565, 2014 | 15 | 2014 |
| Importance-weighted the imbalanced data for C-SVM classifier to human activity recognition MB Abidine, B Fergani, L Clavier 9th International Workshop on Systems, Signal Processing and their …, 2013 | 10 | 2013 |
| 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 | 9 | 2014 |
| Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM A M'hamed, Bilal, F Belkacem, M Ihssene 2019 International Conference on Wireless Networks and Mobile Communications …, 2019 | 7* | 2019 |
| E-health human activity recognition scheme using smartphone’s data I Menhour, B Fergani, MB Abidine Proceedings of the 1st International Conference on Electronic Engineering …, 2019 | 6 | 2019 |
| 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 | 5 | 2016 |
| 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 | 5 | 2013 |
| Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier BF M’hamed Bilal Abidine International Conference on Smart Homes and Health Telematics 12157, 386-394, 2020 | 4* | 2020 |
| 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 | 4* | 2017 |
| Activity recognition on smartphones using an AKNN based support vectors MB Abidine, M Oussalah, B Fergani, H Lounis Sensor Review, 18, 2022 | 3* | 2022 |
| Activity recognition from Smartphone data using WSVM-HMM classification MB Abidine, B Fergani International Journal of E-Health and Medical Communications (IJEHMC) 12 (6 …, 2021 | 3 | 2021 |
| 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 | 3 | 2019 |
| Activity recognition from smartphone data using weighted learning methods MB Abidine, B Fergani Intelligenza Artificiale, IOS Press 15 (1), 1-15, 2021 | 2* | 2021 |
Belkacem FERGANIFull Professor at USTHB / LISIC Director Lab@FGE_USTHBAdresse e-mail validée de usthb.dz
