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Computer applications : 40th CCF National Conference of Computer Applications, CCF NCCA 2025, Beijing, China, August 7-9, 2025, Proceedings /

This book CCIS 2774 constitutes the refereed proceedings of the 40th CCF National Conference of Computer Applications, CCF NCCA 2025, held in Beijing, China, during August 7-9, 2025.The 43 full papers presented in this book were carefully selected and reviewed from 269 submissions.

Bibliographic Details
Corporate Author: CCF National Conference of Computer Applications Beijing, China
Other Authors: Huang, Lan, Xu, Bin, Bai, Chuan (Software engineer), Wang, Shangguang, Xia, Bing, Pan, Jianguo, Song, Xianhua, Lu, Zeguang
Format: Conference Proceeding eBook
Language:English
Published: Singapore : Springer, 2026.
Series:Communications in computer and information science ; 2774.
Subjects:
Computer science > Congresses.
Electronic books.
Table of Contents:
  • Artificial Intelligence and Applications
  • A Fractional-Order Automatic Feature Matching Algorithm for Image Rotation and Scaling
  • Multistrategy Improved Dung Beetle Optimization Algorithm and its Application in ALBP-1
  • Aggregation of Dialogue History Information and Utterance-Slot Attention for Dialogue State Tracking
  • Research on Children's ADHD Detection Algorithm Based on BASA-FMGNet
  • NAD-KRQG: Neural Association-Based Cognitive Diagnosis with Knowledge Recommendation and Question Generation
  • NOTEARS-cMLP: Learning Nonparametric DAGs with Domain Knowledge
  • Humanoid Robots Gate-Passing Method Based on SAC Algorithm with Generative Adversarial Networks
  • Link Prediction Method Based on Structural Hole Characterization under Multi-Order Paths
  • Research on an Elevator Group Control Method Based on Interactive Artificial Bee Colonies
  • STUAformer: Spatio-Temporal Unified Aggregate Transformer Model for Traffic Speed Prediction
  • STAGAT: Spatio-Temporal Aggregation Graph Attention Network for Traffic Prediction
  • Intelligent Software Testing Platform Selection and Knowledge Graph-Driven Test Case Generation
  • A Method for Generating Class Integration Test Sequences Based on Simulated Annealing Particle Swarm Optimization
  • Research on Multi-Scale Lesion Detection in Human Lung CT Images Based on Deep Learning
  • Riding the Wave of LLMs: Navigating Opportunities and Challenges in Chinese Information Technology Application Innovation
  • Air Quality Inference with Multi-Source Heterogeneous Data and FSMoE-LSC Model
  • CHOLD: Offensive Language Detection Method for Chinese Texts
  • STMFNet: A Spatial-Temporal Masking and Feature Fusion Model for Traffic Flow Prediction
  • Dual-Grained Alignment with Dynamic Clip Modeling for Partially Relevant Video Retrieval
  • Content-Function Coupling Based Recommendation Mechanism for Holographic Communication
  • Intelligent Question and Answer System for Policies Based on Graph Database
  • Research Progress and Frontier Applications of Graph Neural Networks
  • Cross-Consistent Dual-ConvMixer Network with Feature Alignment for Salivary Gland Tumor Ultrasound Image Segmentation
  • Domain-Constrained BVAE-Based Method for Intelligent Plastic Formulation Design
  • HDRS: Transmission, Computing and Caching Resource Scheduling for Holographic-Type Communication Based on In-Network Computing
  • Interleaved Spatial-Temporal Attention Aggregation Gated Transformer for Traffic Flow Prediction
  • Color Image Steganography Based on a GAM-CBAM Dual Attention Mechanism
  • TIP: A multidimensional Feature Extraction Method for Extreme Financial Risk by Fusing Information Value Evaluation
  • MLAF-G: A Lightweight Multilevel Feature Fusion Classification Network for Plant Diseases Based on Ghostnet
  • Unsupervised Cluster-Generation Graph Learning for Industrial Equipment Anomaly Detection
  • Research on Precision Prediction of Geospatial Choices for Postgraduate Graduation Destinations Based on Machine Learning Algorithms
  • A Deep Forgery Detection Method Based on Adaptive Features in Both Spatial Domain and Frequency Domain
  • Dual-PhysNet: A Physics-Guided Dual-Path Lightweight Network for Underwater Image Superresolution Reconstruction
  • Cyberspace Security Technology
  • Load-Balancing Routing Optimization in SDN: A QoS-Aware Approach with Improved Shortest Path and Adaptive Resource Allocation
  • Source Code Vulnerability Detection Method Based on Hybrid Retrieval-Augmented Generation Technology
  • Intrinsic Security of Artificial Intelligence: System Vulnerabilities, Defense Mechanisms, and Theoretical Deepening
  • Research on Efficient Cross-Domain Authentication Scheme Based on Blockchain and Edge Computing
  • Data Science and Big Data Technology
  • CHAKE: A Lightweight Chameleon Hash Based Authenticated Key Exchange for IoT
  • An Online Time Series Decomposition Algorithm with a Multiplicative Trend-Seasonality Relationship in an Additive Model
  • Frontier Technology Applications
  • Research on Convolutional Neural Network Implementation Methods for Embedded Systems
  • Research on the Social Attributes of Power Grid Residents with the 3 M-CNN-SC-SRU Customer Profiling the 3 M-CNN-SC-SRU Model for Customer Profiling from Electricity Consumption Data
  • Identification of Parkinsons Disease Subtypes via a Multimodal Data Fusion Method
  • Anomaly Prediction in Power Data Platforms Using a Transformer-BiLSTM Model.