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Bilal M'hamed Abidine

M'hamed Bilal Abidine – M'hamed B. Abidine

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Journal Articles

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2021
[j7]
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M'hamed Bilal Abidine, Belkacem Fergani:
Activity recognition from smartphone data using weighted learning methods. Intelligenza Artificiale 15(1): 1-15 (2021)
[j6]
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M'hamed Bilal Abidine, Belkacem Fergani:
Activity Recognition From Smartphone Data Using WSVM-HMM Classification. Int. J. E Health Medical Commun. 12(6): 1-20 (2021)
2018
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Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Mourad Oussalah:
The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition. Pattern Anal. Appl. 21(1): 119-138 (2018)
2015
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Bilal M'hamed Abidine, Lamya Fergani, Belkacem Fergani, Anthony Fleury:
Improving Human Activity Recognition in Smart Homes. Int. J. E Health Medical Commun. 6(3): 19-37 (2015)
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Bilal M'hamed Abidine, Belkacem Fergani:
News Schemes for Activity Recognition Systems Using PCA-WSVM, ICA-WSVM, and LDA-WSVM. Inf. 6(3): 505-521 (2015)
2014
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M'hamed B. Abidine, Belkacem Fergani:
A New Multi-Class WSVM Classification to Imbalanced Human Activity Dataset. J. Comput. 9(7): 1560-1565 (2014)
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Bilal M'hamed Abidine, Belkacem Fergani, Mourad Oussalah, Lamya Fergani:
A new classification strategy for human activity recognition using cost sensitive support vector machines for imbalanced data. Kybernetes 43(8): 1150-1164 (2014)

Conference and Workshop Papers

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2023
[c7]
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M'hamed Bilal Abidine:
Multicarrier Waveforms Classification with LDA and CNN for 5G. ISPR (2) 2023: 214-222
2020
[c6]
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M'hamed Bilal Abidine, Belkacem Fergani:
Human Activities Recognition in Android Smartphone Using WSVM-HMM Classifier. ICOST 2020: 386-394
2019
[c5]
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Bilal M'hamed Abidine, Belkacem Fergani, Ihssene Menhour:
Activity Recognition from Smartphones Using Hybrid Classifier PCA-SVM-HMM. WINCOM 2019: 1-5
2018
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Ihssene Menhour, M'hamed Bilal Abidine, Belkacem Fergani:
A New Framework Using PCA, LDA and KNN-SVM to Activity Recognition Based SmartPhone's Sensors. ICMCS 2018: 1-5
2017
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Bilal M'hamed Abidine, Belkacem Fergani, Anthony Fleury:
Integrating Prior Knowledge in Weighted SVM for Human Activity Recognition in Smart Home. ICOST 2017: 233-239
2014
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M'hamed Bilal Abidine, Nawel Yala, Belkacem Fergani, Laurent Clavier:
Soft margin SVM modeling for handling imbalanced human activity datasets in multiple homes. ICMCS 2014: 421-426
2012
[c1]
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M'hamed Bilal Abidine, Belkacem Fergani:
Evaluating C-SVM, CRF and LDA classification for daily activity recognition. ICMCS 2012: 272-277

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