Mohamed Benouis

28 papers Misc 1Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Cross-Dataset Generalizability Analysis of Multimodal Self-Supervised Learning for Stress Recognition Across Lab and Daily Contexts. IEEE Access Yekta Said Can, Mohamed Benouis, Elisabeth André
2026	J	`jnl`	Decentralized Anomaly Detection in Electric Vehicle Supply Equipment via Federated Learning and Blockchain Integration. Computing Malika Abid, Mohammed Kamel Benkaddour, Mohamed Benouis, Abdelhammid Bouazza
2026	J	`jnl`	Mathematical modeling and optimization of vision transformers for disease classification in agronomic imaging. Evol. Syst. Soumia Benbakreti, Samir Benbakreti, Kadda Benyahia, Ahmed Roumane, Abdelkrim Ouhab, Mohamed Benouis
2025	J	`jnl`	Application of Multimodal Self-Supervised Architectures for Daily Life Affect Recognition. IEEE Trans. Affect. Comput. Yekta Said Can, Mohamed Benouis, Bhargavi Mahesh, Elisabeth André
2025	J	`jnl`	Enhanced local patterns using deep learning techniques for ECG based identity recognition system. Multim. Tools Appl. Lotfi Mostefai, Mohamed Benouis, Mouloud Denai, Merzoug Bouhamdi
2025	J	`jnl`	GANonymization: A GAN-Based Face Anonymization Framework for Preserving Emotional Expressions. ACM Trans. Multim. Comput. Commun. Appl. Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter M. Krawitz, Elisabeth André
2025	J	`jnl`	Optimizing Security and Performance in Blockchain-Enhanced Federated Learning Through Participant Selection with Role Determination. Comput. Informatics Wafa Bouras, KamelEddine Heraguemi, Mohamed Benouis, Brahim Bouderah, Samir Akrouf
2025	—	`conf`	Self-Supervised Transformer With Masked Latent Representations for Multimodal Biometric Authentication. IWBF Mohamed Benouis, Elisabeth André, Yekta Said Can
2024	J	`jnl`	Anonymization of Faces. Datenschutz und Datensicherheit (dud) Fabio Hellmann, Elisabeth André, Mohamed Benouis, Benedikt Buchner, Silvan Mertes
2024	—	`conf`	Enhancing Client Privacy in Physiology-Based Biometric Verification with Differential Privacy and Positive-Label Federated Learning. IWBF Mohamed Benouis, Bhargavi Mahesh, Elisabeth André, Yekta Said Can
2024	—	`conf`	Federated Learning and Convolutional Neural Networks for Intrusion Detection Systems. PAIS Malika Abid, Mohammed Kamel Benkaddour, Mohamed Benouis
2024	J	`jnl`	Impact of the data augmentation on the detection of brain tumor from MRI images based on CNN and pretrained models. Multim. Tools Appl. Samir Benbakreti, Mohamed Benouis, Ahmed Roumane, Soumia Benbakreti
2024	—	`conf`	Robust Wearable-Based Real Life Cognitive Fatigue Monitoring by Personalized PPG Normalization. iWOAR Adonis Opris, Mohamed Benouis, Elisabeth André, Yekta Said Can
2023	—	`conf`	A Privacy-Preserving Multi-Task Learning Framework For Emotion and Identity Recognition from Multimodal Physiological Signals. ACIIW Mohamed Benouis, Yekta Said Can, Elisabeth André
2023	J	`jnl`	GANonymization: A GAN-based Face Anonymization Framework for Preserving Emotional Expressions. CoRR Fabio Hellmann, Silvan Mertes, Mohamed Benouis, Alexander Hustinx, Tzung-Chien Hsieh, Cristina Conati, Peter M. Krawitz, Elisabeth André
2022	—	`conf`	Artificial Orca Algorithm for Solving University Course Timetabling Issue. ICAITA Abdelhamid Rahali, KamelEddine Heraguemi, Samir Akhrouf, Mohamed Benouis, Brahim Bouderah
2022	J	`jnl`	Comparative study of 1D-local descriptors for ear biometric system. Multim. Tools Appl. Meryem Regouid, Mohamed Touahria, Mohamed Benouis, Lotfi Mostefai, Imane Lamiche
2021	—	`conf`	2D ECG Image Based Biometric Identification Using Stacked Autoencoders. MetroInd4.0&IoT Mohamed Benouis, Meriem Reguide, Alfredo Rosado Muñoz, Lotfi Mostefai
2021	J	`jnl`	ECG based biometric identification using one-dimensional local difference pattern. Biomed. Signal Process. Control. Mohamed Benouis, Lotfi Mostefai, Nicholas Costen, Meryem Regouid
2021	J	`jnl`	Face Recognition Based on Fractal Code and Deep Belief Networks. J. Inf. Technol. Res. Mohamed Benouis
2021	J	`jnl`	Food Tray Sealing Fault Detection in Multi-Spectral Images Using Data Fusion and Deep Learning Techniques. J. Imaging Mohamed Benouis, Leandro D. Medus, Mohamed Saban, Abdessattar Ghemougui, Alfredo Rosado Muñoz
2021	J	`jnl`	Stacked autoencoder for Arabic handwriting word recognition. Int. J. Comput. Sci. Eng. Samir Benbakreti, Mohamed Benouis, Ahmed Roumane, Soumia Benbakreti
2019	—	`conf`	Behavioural Smoking Identification via Hand-Movement Dynamics. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI Mohamed Benouis, Maryam Abo-Tabik, Yael Benn, Olivia Salmon, Alex Barret-Chapman, Nicholas Costen
2019	J	`jnl`	Multimodal biometric system for ECG, ear and iris recognition based on local descriptors. Multim. Tools Appl. Meryem Regouid, Mohamed Touahria, Mohamed Benouis, Nicholas Costen
2018	—	`conf`	Shifted 1D-LBP Based ECG Recognition System. MISC Meryem Regouid, Mohamed Benouis
2016	J	`jnl`	Gait recognition based on model-based methods and deep belief networks. Int. J. Biom. Mohamed Benouis, Senouci Mohamed, Redouane Tlemsani, Lotfi Mostefai
2015	—	`conf`	A Novel Technique For Human Face Recognition Using Fractal Code and Bi-dimensional Subspace. CIIA Mohamed Benouis, Benkkadour Mohamed Kamel, Tlmesani Redwan, Senouci Mohamed
2015	Misc	`conf`	A Novel Technique for Human Face Recognition Using Fractal Code and Bi-dimensional Subspace. HAIS Mohamed Benouis