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A Novel Genetic Algorithm Optimized Adversarial Attack in Federated Learning for Android-Based Mobile Systems
منشور في 2025"…<p dir="ltr">Federated Learning (FL) is gaining traction in Android-based consumer electronics, enabling collaborative model training across decentralized devices while preserving data privacy. However, the increasing adoption of FL in these devices exposes them to adversarial attacks that can compromise user data and device security. …"
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5G Networks Security Mitigation Model: An ANN-ISM Hybrid Approach
منشور في 2025"…<p dir="ltr">The advent of Fifth-Generation (5G) networks has introduced significant security challenges due to increased complexity and diverse use cases. …"
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325
Hyperspectral-physiological based predictive model for transpiration in greenhouses under CO<sub>2</sub> enrichment
منشور في 2023"…The results demonstrated the inclusion of hyperspectral-based vegetation indices significantly increased the performance of the three machine learning models in predicting transpiration. …"
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Ensemble-Guard IoT: A Lightweight Ensemble Model for Real-Time Attack Detection on Imbalanced Dataset
منشور في 2024"…Ensemble learning by combining multiple machine learning models offers a significant advantage in reducing computational costs compared to deep learning models, making it a practical solution for real-time applications. …"
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330
Enhancing Healthcare Systems With Deep Reinforcement Learning: Insights Into D2D Communications and Remote Monitoring
منشور في 2024"…Existing DRL applications in resource allocation, however, face significant challenges. They often lack the adaptability required to respond to the dynamic and complex nature of healthcare environments, struggle with optimizing latency, and fail to address specific node capacity constraints key factors that impacts the effectiveness of healthcare applications. …"
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331
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A Clinically Interpretable Approach for Early Detection of Autism Using Machine Learning With Explainable AI
منشور في 2025"…The global concern associated with ASD diagnosis is increasing at a rapid rate due to its significant impact on quality of life. …"
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Cyber-Resilient Detection of Power Quality Events with NSCT and PCA-SVM
منشور في 2025"…The proposed NSCT-PCA- SVM approach represents a significant step forward in ensuring secure and reliable smart grid operations.…"
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334
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A GRASP Approach for Solving Large-Scale Electric Bus Scheduling Problems
منشور في 2021"…The results of the conducted computational experiments indicate that an increase in infrastructure investment through high speed chargers can significantly decrease the size of the necessary fleets. …"
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336
Effect of Hydroxycut Intake on Fasted and Postprandial Lipemia in Rats
منشور في 2015"…A significant increase in serum blood glucose level was observed with hydroxycut intake in the presence of a high-fat diet. …"
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Organizational climate and its effects on the employees commitment
منشور في 2011"…Nowadays, firms tend to create comfortable atmosphere and suitable working environment to enhance performance, increase job satisfaction, decrease employees’ turnover and absenteeism and to improve workers’ involvement and attachment to the organization as a whole entity. …"
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338
A Novel Connection Setup Management Approach for Optical WDM Networks
منشور في 2007"…Wavelength Division Multiplexing (WDM) has significantly increased the transmission capacity of today's optical networks. …"
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339
A novel connection setup management approach for optical wdm networks
منشور في 2007"…Wavelength Division Multiplexing (WDM) has significantly increased the transmission capacity of today's optical networks. …"
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