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Author

Mohamed Benouis

Observed name: Benouis Mohamed
Institutions: University of Ouargla, University of Augsburg, SRM University, Andhra Pradesh, SRM University, University Hospital Carl Gustav Carus, VIT-AP University, Technische Universität Dresden
Observed institutions: University of Ouargla, Mohamed-Cherif Messaadia University, Université Oran 1 Ahmed Ben Bella, University of Augsburg, University Ferhat Abbas of Setif, SRM University, Andhra Pradesh, Ecole Nationale Supérieur des Télécommunications et des Technologies de l’Information et de la Communication, Abdelhafid Boussouf, SRM University, University Mohamed Boudiaf of M'sila, University Hospital Carl Gustav Carus, VIT-AP University, Technische Universität Dresden
ORCID: 0000-0002-9107-9329
Observed ORCID: 0000-0002-9107-9329
OpenAlex ID: A5072628070
Multimodal biometric system for ECG, ear and iris recognition based on local descriptors
2019 · Meryem Regouid, Mohamed Touahria, et al. · Multimedia Tools and Applications · 66
ECG based biometric identification using one-dimensional local difference pattern
2020 · Mohamed Benouis, Lotfi Mostefai, et al. · Biomedical Signal Processing and Control · 49
GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions
2024 · Fabio Hellmann, Silvan Mertes, et al. · ACM Transactions on Multimedia Computing Communications and Applications · 38
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Food tray sealing fault detection using hyperspectral imaging and PCANet
2020 · Mohamed Benouis, Leandro D. Medus, et al. · IFAC-PapersOnLine · 17
Balancing Between Privacy and Utility for Affect Recognition Using Multitask Learning in Differential Privacy–Added Federated Learning Settings: Quantitative Study
2024 · Mohamed Benouis, Elisabeth Andre, et al. · JMIR Mental Health · 16
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Impact of the data augmentation on the detection of brain tumor from MRI images based on CNN and pretrained models
2023 · Samir Benbakreti, Mohamed Benouis, et al. · Multimedia Tools and Applications · 16
Food Tray Sealing Fault Detection in Multi-Spectral Images Using Data Fusion and Deep Learning Techniques
2021 · Mohamed Benouis, Leandro D. Medus, et al. · Journal of Imaging · 16
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Gait recognition based on model-based methods and deep belief networks
2016 · Mohamed Benouis, Mohamed Senouci, et al. · International Journal of Biometrics · 15
An Improved Behavioral Biometric System based on Gait and ECG signals
2019 · Université des Sciences et de la technologie Mohamed-Boudiaf, Bouchiba Guelta, et al. · International journal of intelligent engineering and systems · 10
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A Privacy-Preserving Multi-Task Learning Framework For Emotion and Identity Recognition from Multimodal Physiological Signals
2023 · Mohamed Benouis, Yekta Said Can, et al. · International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) · 9
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Decentralized Anomaly Detection in Electric Vehicle Supply Equipment via Federated Learning and Blockchain Integration
2026 · Malika Abid, Mohammed Kamel Benkaddour, et al. · Computing · 8
Melanoma Skin Classification Using the Hybrid Approach Residual Network‐Vision Transformer for Cancer Diagnosis
2025 · Alousseyni Toure, Ismael Adji Haman, et al. · Journal of Clinical Ultrasound · 8
Application of Multimodal Self-Supervised Architectures for Daily Life Affect Recognition
2025 · Yekta Said Can, Mohamed Benouis, et al. · IEEE Transactions on Affective Computing · 8
Comparative study of 1D-local descriptors for ear biometric system
2022 · Meryem Regouid, Mohamed Touahria, et al. · Multimedia Tools and Applications · 8
Evaluation of Dimensionality Reduction Using PCA on EMG-Based Signal Pattern Classification
2022 · Bouhamdi Merzoug, Mohamed Ouslim, et al. · International Conference on Computational Engineering and Intelligent Systems (ICCEIS) · 8
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Shifted 1D-LBP Based ECG Recognition System
2018 · Meryem Regouid, Mohamed Benouis · Lecture notes in networks and systems · 8
Behavioural Smoking Identification via Hand-Movement Dynamics
2019 · Mohamed Benouis, Maryam Abo-Tabik, et al. · IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI) · 6
Using Resnet18 in a Deep-learning Framework and Assessing the Effects of Adaptive Learning Rates in the Identification of Malignant Breast Masses in Mammograms
2024 · Soumia Benbakreti, Samir Benbakreti, et al. · Jordanian Journal of Computers and Information Technology · 4
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Face Recognition Based on Fractal Code and Deep Belief Networks
2021 · Mohamed Benouis · Journal of Information Technology Research · 4
Cross-Dataset Generalizability Analysis of Multimodal Self-Supervised Learning for Stress Recognition Across Lab and Daily Contexts
2026 · Yekta Said Can, Mohamed Benouis, et al. · IEEE Access · 3
Enhanced local patterns using deep learning techniques for ECG based identity recognition system
2025 · Lotfi Mostefai, Mohamed Benouis, et al. · Multimedia Tools and Applications · 3
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Using Ensemble of Hand-Feature Engineering and Machine Learning Classifiers for Refining the Subthalamic Nucleus Location from Micro-Electrode Recordings in Parkinson’s Disease
2024 · Mohamed Benouis, Alfredo Rosado-Muñoz · Applied Sciences · 3
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Enhancing Client Privacy in Physiology-Based Biometric Verification with Differential Privacy and Positive-Label Federated Learning
2024 · Mohamed Benouis, Bhargavi Mahesh, et al. · International Workshop on Biometrics and Forensics (IWBF) · 3
Shifted 1D-LBP based ear recognition system
2020 · Mohamed Benouis, Meryem Regouid · International Conference on Communications, Control Systems and Signal Processing (CCSSP) · 3
A Novel Technique for Human Face Recognition Using Fractal Code and Bi-dimensional Subspace
2015 · Benouis Mohamed · Lecture notes in computer science · 3
Works count: 46
Citation count: 350
H-index: 9
I10-index: 9
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