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Nader Bakir

Light Field Image Compression Based on Convolutional Neural Networks and Linear Approximation
2018 · Nader Bakir, Wassim Hamidouche, et al. · Proceedings - International Conference on Image Processing · 39
Light Field Image Coding Using Dual Discriminator Generative Adversarial Network And VVC Temporal Scalability
2020 · Nader Bakir, Wassim Hamidouche, et al. · IEEE International Conference on Multimedia and Expo (ICME) · 34
Light Field Image Coding Using VVC Standard and View Synthesis Based on Dual Discriminator GAN
2021 · Nader Bakir, Wassim Hamidouche, et al. · IEEE Transactions on Multimedia · 24
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Dual Convolutional Malware Network (DCMN): An Image-Based Malware Classification Using Dual Convolutional Neural Networks
2024 · Bassam Al-Masri, Nader Bakir, et al. · Electronics · 20
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PSO-GA-based Federated Learning for Predicting Energy Consumption in Smart Buildings
2023 · Nader Bakir, Ahmad Samrouth, et al. · 13
Subjective Evaluation of Light Field Image Compression Methods based on View Synthesis
2019 · Nader Bakir, Sid Ahmed Fezza, et al. · European Signal Processing Conference (EUSIPCO) · 11
Dual CNN for photovoltaic electroluminescence images microcrack detection
2025 · Khouloud Samrouth, Souha Nazir, et al. · Array · 10
Optimizing airline services: leveraging data-driven strategies for enhanced customer satisfaction and engagement
2025 · Nader Bakir, Sam El Nemar, et al. · Journal of Asia Business Studies · 9
RDO-Based Light Field Image Coding Using Convolutional Neural Networks and Linear Approximation
2019 · Nader Bakir, Wassim Hamidouche, et al. · DCC · 9
A survey on malware attacks in industrial air-gap systems
2025 · Md Asdaque Hussain, Khouloud Samrouth, et al. · International Journal of Information Security · 5
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GAN for MRI Reconstruction in Federated Learning
2024 · Hanan Morsel, Khouloud Samrouth, et al. · International Conference on Smart Systems and Power Management (IC2SPM) · 3
Towards Secure Federated Learning: Enhancing Privacy and Robustness in Decentralized AI Systems
2024 · Rony Louis, Nader Bakir, et al. · International Conference on Computer and Applications (ICCA) · 2
Ensemble Learning Model for Face Swap Detection
2024 · Khouloud Samrouth, Nicolas Beuve, et al. · International Symposium on Digital Forensics and Security (ISDFS) · 2
Cyberbullying Dataset Collection for an Enhanced Automatic Detection on Twitter Using Deep Learning Techniques
2025 · Katia Berbery, Khouloud Samrouth, et al. · International Conference on Smart Applications, Communications and Networking (SmartNets) · 1
Hybrid Attention-Based Residual Network for Image Classification
2025 · Bassam Al-Masri, Nader Bakir, et al. · International Conference on Control, Automation, and Instrumentation (IC2AI) · 1
Using Blockchain and Vazka Authentication for the Security of Smart Home Devices
2024 · Wael Y. Rayes, Khouloud Samrouth, et al. · Arab ICT Conference (AICTC) · 1
Ontology-Guided Relation Extraction from Financial Documents Using Fine-Tuned Large Language Models
2026 · Nader Bakir
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BTFA: Behavioral Two Factor Authentication For IAM Systems
2026 · Ahmed Mahfouz, Kamal ALMouh, et al. · Mobile Networks and Applications
Data-Driven Analysis of Factors Influencing Employee Performance in the Lebanese Construction Industry
2026 · Fawzieh Kassar, Khouloud Samrouth, et al. · International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)
Distributed Power Analytics: Leveraging Federated Harris Hawks Optimization for Confidential Energy Prediction
2026 · Nader Bakir, Ahmad Gawish, et al. · International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)
CLIP-DR: Efficient Multi-Grade Diabetic Retinopathy Classification Using SMOTE and Focal Loss with Fine-Tuned Vision Transformers
2026 · Nesrine Atitallah, Abuelgasim Abusonoun, et al. · International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)
A Survey on Recent Federated Learning Techniques in Healthcare: Challenges and Future Trends
2026 · Rami Khoder, Khouloud Samrouth, et al. · International Conference on Artificial Intelligence, Systems, and Emerging Technologies (ICAISET)
Technical Framework for Combating Deepfake Identity Fraud in E-Government Services
2026 · Elie Hanna, Ezzeddine Abou Zahr, et al. · International Symposium on Digital Forensics and Security (ISDFS)
Exploiting Vision Transformer and Ensemble Learning for Advanced Malware Classification
2026 · Fadi Makarem, Rida El Chall, et al. · Engineering Reports
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A Gaussian-Based Approach to Video Representation
2025 · Hilal Safarjalani, Amani Raad, et al. · International Conference on Computer and Applications (ICCA)
Works count: 35
Citation count: 184
H-index: 9
I10-index: 7
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