Personal information

Websites & social links

Research gate
WOS IDENTIFY
LinkedIn
OA.mg

Other IDs

Loop profile: 1873427

Biography

Dr. Yaakoub BERROUCHE was a research staff member in team “Medical Instrumentation and Signal Processing”.He has worked for research projects on robust scheme of Multiple Description Coding. His current research interests include multiple access technique, joint source channel coding, image and video coding, signal processing applied to biomedical application and mechanical system diagnosis.
My research interests are in wireless communications, networks, security, machine learning

Activities

Collapse all

Employment (1)

Université Ferhat Abbas Sétif 1: Setif, Sétif, DZ

2018-03-20 to present | Signal Processing Professor
Employment
Source: Self-asserted source
Yaakoub BERROUCHE

Education and qualifications (3)

Université Ferhat Abbas Sétif 1: Setif, Sétif, DZ

2012 to 2017 | Phd in signal Processing (Electronics )
Education
Source: Self-asserted source
Yaakoub BERROUCHE

Université Ferhat Abbas Sétif 1: Setif, Sétif, DZ

2009 to 2011 | MS in network and telecommunication systems (Electronics )
Education
Source: Self-asserted source
Yaakoub BERROUCHE

Université Ferhat Abbas Sétif 1: Setif, Sétif, DZ

2006 to 2009 | Bsc in communication engineering (Electronics )
Education
Source: Self-asserted source
Yaakoub BERROUCHE

Professional activities (1)

Université Ferhat Abbas Sétif 1 Faculté de Technologie: Setif, Sétif, DZ

2021-02-10 to present | Online courses (Electronics )
Service
Source: Self-asserted source
Yaakoub BERROUCHE

Works (6)

Optimizing the performance of convolutional neural network for enhanced gesture recognition using sEMG

Scientific Reports
2024 | Journal article
DOI: 10.1038/S41598-024-52405-9
WOSUID: WOS:001155174100031
Contributors: Ashraf, Hassan; Waris, Asim; Gilani, Syed Omer; Shafiq, Uzma; Iqbal, Javaid; Kamavuako, Ernest Nlandu; Berrouche, Yaakoub; Bruels, Olivier; Boutaayamou, Mohamed; Niazi, Imran Khan
Source: check_circle
Web of Science Researcher Profile Sync

Local damage detection in rolling element bearings based on a single ensemble empirical mode decomposition

Knowledge-Based Systems
2024-10 | Journal article
DOI: 10.1016/j.knosys.2024.112265
Contributors: Yaakoub Berrouche; Govind Vashishtha; Sumika Chauhan; Radoslaw Zimroz
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Non-parametric Ensemble Empirical Mode Decomposition for extracting weak features to identify bearing defects

Measurement
2023-02 | Journal article
DOI: 10.1016/j.measurement.2023.112615
Part of ISSN: 0263-2241
Contributors: Anil Kumar; Y. Berrouche; Radoslaw Zimroz; Govind Vashishtha; Sumika Chauhan; C.P. Gandhi; Hesheng Tang; Jiawei Xiang
Source: Self-asserted source
Yaakoub BERROUCHE

A Non-Parametric Empirical Method for Nonlinear and Non-Stationary Signal Analysis

Engineering, Technology & Applied Science Research
2022-02-12 | Journal article
DOI: 10.48084/etasr.4651
Part of ISSN: 1792-8036
Part of ISSN: 2241-4487
Source: Self-asserted source
Yaakoub BERROUCHE

Improved multiple description wavelet based image coding using Hadamard Transform

AEU - International Journal of Electronics and Communications
2014 | Journal article
DOI: 10.1016/j.aeue.2014.04.021
EID:

2-s2.0-84906251074

Part of ISSN: 16180399 14348411
Contributors: Berrouche, Y.; Bekka, R.E.
Source: Self-asserted source
Yaakoub BERROUCHE via Scopus - Elsevier

IMPROVEMENT OF ENSEMBLE EMPIRICAL MODE DECOMPOSITION BY OVER-SAMPLING

Advances in Adaptive Data Analysis
2013-07-26 | Journal article
Source: Self-asserted source
Yaakoub BERROUCHE

Peer review (17 reviews for 8 publications/grants)

Review activity for Engineering technology & Applied science research. (2)
Review activity for Engineering, Technology and Applied Science Research. (4)
Review activity for IEEE journal of biomedical and health informatics. (1)
Review activity for IEEE journal of biomedical and health informatics. (3)
Review activity for Journal of physics. (1)
Review activity for Measurement. (1)
Review activity for Measurement. (1)
Review activity for Physica scripta. (4)
How many people are using ORCID?