Proceedings of the 8th International Conference on Electronics and Communication Engineering
Description
This book comprises of peer-reviewed research papers presented at 2025 the 8th International Conference on Electronics and Communication Engineering, held in Xi'an, China from December 26th to 28th, 2025. The chapters included into this book are focused on interdisciplinary topics including AI-enhanced wireless communication security, AI-driven digital image analysis and signal processing technologies, wireless communication and data transmission technologies, machine learning and optimization algorithms in digital image processing, modern electronics and communication technologies. This book serves as a reference for scholars, researchers, professionals working in the broad field of electronics and communication engineering.
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Content
Unsupervised Machine Anomalous Sound Detection via Multi-Pretrained Model Fusion.- UAV Trajectory Optimization via Improved Noisy Deep Q-Network.- A Machine Learning Approach for Predicting Customer Purchase Propensity Using Behavioral Ratios and Trend Features.- Optimizing Few-Shot Learning through MAML: A Comparative Evaluation of ResNet and EfficientNet Backbones.- Adaptive Adjustment Model of Temporal Database Index Structure Based on Genetic Algorithm Optimization.- A Semi-Supervised AI Framework for Intelligent Decision Support in Real-Time Payment Networks.- Path Topology-Based Robust Ant Colony Algorithm for Vehicle Routing Problem with Uncertain Demands.- A Nonlinear Equalization Method Based on Fully Connected Neural Network and Multi-head Self-attention in Coherent Optical System.