BELKACEM Samia

EDUCATION

1996 BAC Electrical Engineering
2001 Electronic engineer
2005 Master (Eng) in electronics
2015 Doctor in Electronics
2020 Habilitation in electronic

RESEARCH INTERESTS

Signal & Image Processing; Cryptography & Data hiding; Modeling; Biomedical Engineering

FUTURE PROJECTS

RECENT SCHOLAR PUBLICATIONS

Deep learning architectures for medical image segmentation: an organized analysis of CNN-based models and uses
C Abdellaoui, S Belkacem, N Messaoudi
Bulletin of Electrical Engineering and Informatics 15 (1), 424-437 , 2026
2026
Citations: 1
Using Modified Gorti-enhanced Homomorphic Cryptosystem to Improve Security of ECG Signal
FZ Besmi, S Belkacem, N Messaoudi
Journal of Telecommunications and Information Technology, 46-55 , 2025
2025
Classical and Quantum SVM for Electromyography-Based Myopathy Detection: A Comparative Exploration
R Hammachi, N Messaoudi, S Belkacem, E Pasetto, A Delilbasic
Polish Journal of Medical Physics and Engineering 31 (2), 118-130 , 2025
2025
Citations: 2
Design and analysis of a pseudo random number generator based on the logistic-sine system and a nonlinear feedback shift register: Application to image encryption
H Bourekouche, S Belkacem, N Messaoudi
J. Discrete Math. Sci. Cryptogr, 1-26 , 2025
2025
Citations: 1
Using Modified Gorti-enhanced Homomorphic Cryptosystem to Improve Security of ECG Signal, Journal of Telecommunications and Information Technology, 2025, nr 2
FZ Besmi, S Belkacem, N Messaoudi
National Institute of Telecommunications , 2025
2025
Deep Learning Classification of Simulated Surface EMG Signals across Maximum Voluntary Contraction Levels
R Hammach, S Belkacem, N Messaoudi, RE Bekka
International Journal Bioautomation 29 (1), 33 , 2025
2025
Citations: 3
Medical image segmentation based U-Net architecture implemented on Raspberry Pi4
C Abdellaoui, S Belkacem, N Messaoudi, R Drai
2024 3rd International Conference on Advanced Electrical Engineering (ICAEE … , 2024
2024
Efficient Invisible Color Image Watermarking Based on Chaos
B Samia, M Noureddine
Indonesian Journal of Electrical Engineering and Informatics (IJEEI) 12 (3 … , 2024
2024
Impact of Confusion-Diffusion Complexity on Maintaining Data Security
H Bourekouche, S Belkacem, N Messaoudi
2024 2nd International Conference on Electrical Engineering and Automatic … , 2024
2024
Efficient image encryption scheme using a nonlinear shift register and chaos
BOUREKOUCHE, H., BELKACEM, S., & MESSAOUDİ
Journal of Information & Optimization Sciences 45 (1), 157–180 , 2024
2024
Citations: 3
Simulated surface electromyographic (SEMG) signal generation and detection model
N Messaoudi, S Belkacem, RE Bekka
The Scientific Bulletin of Electrical Engineering Faculty 23 (2), 82-92 , 2024
2024
Citations: 1
Lightweight medical image encrypting and decrypting algorithm based on the 3D intertwining logistic map
H Bourekouche, S Belkacem, N Messaoudi
International Journal of Informatics and Applied Mathematics 6 (2), 46-62 , 2024
2024
Citations: 6
Ability of spatial filters to distinguish between two MUAPs generated from MUs with different locations, sizes and fibers pennation
N Messaoudi, S Belkacem, RE Bekka
Journal of Instrumentation 18 (03), P03041 , 2023
2023
Citations: 2
Randomness evaluation of coupled chaotic maps via NIST tests: A comparative study
H Bourekouche, S Belkacem, N Messaoudi
ﻛـﻧوـﻟ وـﺟــﯾ ـــﺎ, 25 , 2023 ‎
2023
Citations: 2
Ecg beats classification with interpretability
R Hammachi, N Messaoudi, S Belkacem
2022 International Conference of Advanced Technology in Electronic and … , 2022
2022
Citations: 3
Effects of detection system parameters on cross-correlations between MUAPs generated from parallel and inclined muscle fibres
N Messaoudi, RE Bekka, S Belkacem
Polish Journal of Medical Physics and Engineering 27 (1), 87-97 , 2021
2021
Citations: 2
Influence of Fibres Inclination on the Degree of Gaussianity of Simulated Surface EMG Signals
N Messaoudi, RE Bekka, S Belkacem
Proceedings of the 2020 12th International Conference on Bioinformatics and … , 2020
2020
Advances in Engineering Research
N. MESSAOUDI, R. BEKKA, S. BELKACEM
Advances in Engineering Research 6, 233 , 2019
2019
WAVELET FAMILIES COMPARISON FOR R-PEAKS DETECTION IN ELECTROCARDIOGRAM SIGNAL
ZD SAMIA BELKACEM1,NOUREDDINE MESSAOUDI
ELECTROTECHNICS. ENERGETICS. ELECTRONICS 65 (1), 9-22 , 2019
2019
Citations: 1
Influence of MVC on Temporal and Spectral Features of Simulated Surface Electromyographic Signals
S Belkacem, RE Bekka, M Noureddine
Critical Reviews™ in Biomedical Engineering 47 (5) , 2019
2019
Citations: 3

MOST CITED SCHOLAR PUBLICATIONS

A masking model of hvs for image watermaking in the dct domain
S Belkacem, Z Dibi, A Bouridane
2007 14th IEEE International Conference on Electronics, Circuits and Systems … , 2007
2007
Citations: 10
Lightweight medical image encrypting and decrypting algorithm based on the 3D intertwining logistic map
H Bourekouche, S Belkacem, N Messaoudi
International Journal of Informatics and Applied Mathematics 6 (2), 46-62 , 2024
2024
Citations: 6
Classification of the Systems Used in Surface Electromyographic Signal Detection according to the Degree of Isotropy
N Messaoudi, RE Bekka, S Belkacem
Advanced Biomedical Engineering 7, 107-116 , 2018
2018
Citations: 6
Cross-correlation coefficient as a means for estimating the effect of mvc level according to the fibres inclination
N Messaoudi, REH Bekka, S Belkacem
2017 5th International Conference on Electrical Engineering-Boumerdes (ICEE … , 2017
2017
Citations: 5
Chaos based image watermarking
S BELKACEM
Université de Batna 2 , 2015
2015
Citations: 5
Color Image Watermarking based on Chaotic Map
S Belkacem, Z Dibi, A Bouridane, M Laadjel
2007 14th IEEE International Conference on Electronics, Circuits and Systems … , 2007
2007
Citations: 5
Artifact removal from electrocardiogram signal: A comparative study
S Belkacem, N Messaoudi, Z Dibi
2018 International Conference on Signal, Image, Vision and their … , 2018
2018
Citations: 4
Deep Learning Classification of Simulated Surface EMG Signals across Maximum Voluntary Contraction Levels
R Hammach, S Belkacem, N Messaoudi, RE Bekka
International Journal Bioautomation 29 (1), 33 , 2025
2025
Citations: 3
Efficient image encryption scheme using a nonlinear shift register and chaos
BOUREKOUCHE, H., BELKACEM, S., & MESSAOUDİ
Journal of Information & Optimization Sciences 45 (1), 157–180 , 2024
2024
Citations: 3
Ecg beats classification with interpretability
R Hammachi, N Messaoudi, S Belkacem
2022 International Conference of Advanced Technology in Electronic and … , 2022
2022
Citations: 3
Influence of MVC on Temporal and Spectral Features of Simulated Surface Electromyographic Signals
S Belkacem, RE Bekka, M Noureddine
Critical Reviews™ in Biomedical Engineering 47 (5) , 2019
2019
Citations: 3
Classical and Quantum SVM for Electromyography-Based Myopathy Detection: A Comparative Exploration
R Hammachi, N Messaoudi, S Belkacem, E Pasetto, A Delilbasic
Polish Journal of Medical Physics and Engineering 31 (2), 118-130 , 2025
2025
Citations: 2
Ability of spatial filters to distinguish between two MUAPs generated from MUs with different locations, sizes and fibers pennation
N Messaoudi, S Belkacem, RE Bekka
Journal of Instrumentation 18 (03), P03041 , 2023
2023
Citations: 2
Randomness evaluation of coupled chaotic maps via NIST tests: A comparative study
H Bourekouche, S Belkacem, N Messaoudi
ﻛـﻧوـﻟ وـﺟــﯾ ـــﺎ, 25 , 2023 ‎
2023
Citations: 2
Effects of detection system parameters on cross-correlations between MUAPs generated from parallel and inclined muscle fibres
N Messaoudi, RE Bekka, S Belkacem
Polish Journal of Medical Physics and Engineering 27 (1), 87-97 , 2021
2021
Citations: 2
Efficient image watermarking using Noise visibility Function
S Belkacem, Z Dibi, A Bouridane
International Multi-Conference on Systems, Signals & Devices , 2007
2007
Citations: 2
Macromodélisation Comportementale De Circuits Analogiques: Application Au Circuit Convoyeur De Courant
S BELKACEM
Université de Batna 2 , 2005
2005
Citations: 2
Deep learning architectures for medical image segmentation: an organized analysis of CNN-based models and uses
C Abdellaoui, S Belkacem, N Messaoudi
Bulletin of Electrical Engineering and Informatics 15 (1), 424-437 , 2026
2026
Citations: 1
Design and analysis of a pseudo random number generator based on the logistic-sine system and a nonlinear feedback shift register: Application to image encryption
H Bourekouche, S Belkacem, N Messaoudi
J. Discrete Math. Sci. Cryptogr, 1-26 , 2025
2025
Citations: 1
Simulated surface electromyographic (SEMG) signal generation and detection model
N Messaoudi, S Belkacem, RE Bekka
The Scientific Bulletin of Electrical Engineering Faculty 23 (2), 82-92 , 2024
2024
Citations: 1

Publications

1. N. MESSAOUDI, R. BEKKA, S. BELKACEM, Cross-Correlation Coefficient as a Means for Estimating the Effect of MVC Level According to the Fibres Inclination, 5ème conférence internationale sur le génie électrique (ICEE’2017) du 29 au 31 Octobre 2017.
2. S. BELKACEM N. MESSAOUDI, Z. DIBI, Artifact removal from electrocardiogram signal: A comparative study, 4th International Conference on Signal, Image, Vision and their Applications (SIVA'18) University of Guelma, Algeria - November 26-27, 2018. (Attestation de présentation).
3. S. BELKACEM, RE. BEKKA, N. MESSAOUDI, Influence of MVC on Temporal and Spectral Features of Simulated Surface Electromyographic Signals, Critical Reviews™ in Biomedical Engineering 47(5):409-418, 2019.
4. N. MESSAOUDI, R. BEKKA, S. BELKACEM, Classification of the Systems Used in the Detection of Surface Electromyographic Signal according to the Degree of Isotropy, Advanced Biomedical Engineering 7 (2018) 107–116.
5. N. MESSAOUDI, R. BEKKA, S. BELKACEM, Using 2D Spatial Filtering Techniques to Simulate Surface Single Fibre Action Potential, Vol(30).
6. S. BELKACEM, N. MESSAOUDI, Z. DIBI, Wavelet families’ comparison for R-peaks detection in electrocardiogram signal, BULETINUL INSTITUTULUI POLITEHNIC DIN IAŞI, ELECTROTEHNICĂ. ENERGETICĂ. ELECTRONICĂ, Vol. 65 (69), No. 1, 2019.
7. S. BELKACEM, RE. BEKKA, N. MESSAOUDI, Influence of MVC on Temporal and Spectral Features of Simulated Surface Electromyographic Signals, Critical Reviews™ in Biomedical Enginee