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Full Description
This two-volume set, CCIS 2274 and CCIS 2275, constitutes the refereed proceedings of the 39th National Conference on China Computer Federation, CCF NCCA 2024, held in Harbin, China, during July 15-18, 2024.
The 48 full papers presented here were carefully reviewed and selected from 238 submissions. These papers are organized in the following topical sections:
Part I: Artificial Intelligence and Applications; Data Science and Technology.
Part II: Pattern Recognition & Machine Learning; Network Communication and Security; Frontier and Comprehensive Applications; Data Science and Technology.
Contents
Pattern Recognition & Machine Learning.- YOLOv5s Multimode Sensing Based Pipe Network Detection and Inspection Method.- Automatic Analysis Framework for Campus Wireless Network Performance Based on Web Services and Supervised Learning Methods.- Learning to Score Sign Language with Two Stage Method.- A Lightweight Dual Path Conformer Network for Speech Separation.- SLPNet Student Learning Performance Prediction During the COVID19 Pandemic Via a Deep Neural Network.- A Rapid Finger Vein Recognition Approach Based on UNet.- A Surface Defect Detection Method Based on Domain Correlation.- FDA UNet Frequency Domain Dual Attention Based on UNet for Stain Normalization.- A DQN Based Resource Adaptation Strategy for In Network Computing Based Holographic Type Communication.- Local Multiscale Aggregation with a Global Attention Super Resolution Network.- An Adaptive Capsule Network Based on 3D Convolution Based Attention.- A Comprehensive Attention Scoring Model for Collaborative Learning.- Network Communication and Security.- Analysis of the Influence of Multi Point Pumping on the Gain in an Optical Fiber Amplifier.- Exploring the Feasibility of Raspberry Pi 4 Model B Clusters as an Alternative to Advanced Process Chip Computers.- Internal Task Offloading Deployment Mechanism of In Network Computing Devices for Holographic Type Communication.- A Review of Research on Vehicle CAN Network Intrusion Detection via Artificial Intelligence.- IEN NFT A Naming Based Novel Semantic NFT Architeture with Intrinsic Binding and Flexible Interoperability.- Frontier and Comprehensive Applications.- From DPI Data to Warning Real Time Risk Assessment in the Fight Against Internet Fraud.- Information Propagation Model Based on 2 Dimensional Simplicial Complexes.- Quantitative Evaluation of the Whitening Effects of Facial Masks via EfficientNet and the Wavelet Transform.- Data Science and Technology.- FabricDG A Transaction Conflict Optimization Solution for the Consortium Blockchain.- Multivariate Time Series Forecasting of Integrated Energy Systems Based on Fast Fourier Transform Fully Connected Space Time Graph.- Automobile Parts Detection and Traceability Based on Blockchain and Federated Learning.- Research on Traceability Encryption of Auto Parts Based on Blockchain and IBE.- An Efficient Method for Encrypting and Protecting Electricity Usage Privacy Data.
