Applied Intelligence : Third International Conference, ICAI 2025, Nanning, China, November 6-9, 2025, Proceedings, Part I (Communications in Computer and Information Science)

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Applied Intelligence : Third International Conference, ICAI 2025, Nanning, China, November 6-9, 2025, Proceedings, Part I (Communications in Computer and Information Science)

Huang, De-Shuang (EDT)/ Zhang, Chuanlei (EDT)/ Chen, Wei (EDT)

ウェブストア価格 ¥29,283（本体¥26,621）
Springer Verlag, Singapore（2026/05発売）
外貨定価 US$ 129.99
ポイント 266pt

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製本 Paperback:紙装版/ペーパーバック版／ページ数 830 p.
言語 ENG
商品コード 9789819570867

Full Description

This 2-volume set CCIS 2778+2779 constitutes the proceedings of the Third International Conference on Applied Intelligence, ICAI 2025, held in Nanning, China, during November 6-9, 2025.

The 70 full papers presented in this proceedings were carefully selected and reviewed from 289 submissions.

They were organized in topical sections as follows:

Part I: Image Processing; Knowledge Discovery and Data Mining; Machine Learning; Pattern Recognition.

Part II: Biomedical Data Modeling and Mining; Neural Networks ; Pattern Recognition.

.- Image Processing.
.- Enhanced Sonar Scan Image Detection and Classification with a Modified YOLOv8 x Algorithm.
.- Multi-Spectral Vehicle Re-Identification via Cycle-Consistent Flow in Modality Missing.
.- Domain-Adapted CLIP with Anatomy-Aware Synthetic Lesions for Unsupervised Chest X-Ray Anomaly Detection.
.- A technique for processing mammography images toward identifying calcifications.
.- Detection and Segmentation Methods Synergistically Driven for Complex Field Crops-Intelligent Identification of Weeds and Accurate Localisation of Root Systems.
.- Efficient and Precise Adjustment Method for Automotive Ambient Lighting Luminance and Chromaticity Based on Helical Approaching Algorithm.
.- Anisotropic 3D EM Image Segmentation with State-Space Mode.
.- A Hybrid Optimization Algorithm for Automatic Image Segmentation.
.- Knowledge Discovery and Data Mining.
.- The Biomedical Knowledge Discovery in the Field of Hematopoietic Stem Sells based on Guided Local Search.
.- LLM-Driven Knowledge Discovery and Fusion for Automotive Powertrain Energy Systems.
.- Explain Graph Node Classification via Counterfactual Memorization.
.- REALM: Reinforcement Learning-based Cross-modal Alignment for Fine-grained Medical Report Generation.
.- Multi-View Anomaly Detection Enhanced by Motif-Augmented Graphs.
.- From Topology to Semantics: A Unified Theory of Attributed Graphs for Contextual Intelligence in Data Systems.
.- Inferring Anomalous Source Nodes in Power Grid Supply Chain Networks.
.- Learning Influence Strengths between Nodes in Supply Chain Networks.
.- Machine Learning.
.- Conditional Generation of Nanyin with Transformer.
.- High-Performance Interactive Volume Cloud Rendering on Low-End Devices.
.- Data-Driven Solutions to Urban Governance Resource Dilemmas: A Case Study of the 12345 Hotline Service System in Ankang City, Western China.
.- Research on the ACT Algorithm Based on the Dual-Arm Robotic Manipulator Transformer-CVAE Architecture.
.- BSD-PPO: A Fusion Algorithm for Dual-Arm Robot Collaborative Optimization and Dynamic Collision Avoidance.
.- Research on Hierarchical Reasoning Method Based on Flow Matching.
.- Concrete Crack Detection using Lightweight CNN Models.
.- Hybrid Kernel Function-Based Twin Support Vector Machine Algorithm.
.- DPC-MNND: Density Peaks Clustering Based on Mutual Nearest Neighbor Density Allocation.
.- Bidirectional Long Short-Term Memory-based Twin Support Vector Machine.
.- Narrative2Nanyin: Generative Applied Intelligence for Heritage Nanyin Music.
.- Adolescent Posture Recognition for Myopia Prevention Based on YOLOv8 and Multi-Modal Sensor Fusion.
.- Local Structure-Aware Deep Metric Learning.
.- Pattern Recognition.
.- Mitigating Cyber Risks Amidst Geo-Political Tensions: a Computational Analysis Based on Adaptive Networks.
.- Deep Learning for Humanoid Robot Vision:A Survey.
.- LTT-Net: A Lightweight Transformer-TCN Network for Gesture Recognition Using mmWave Radar Point Clouds.
.- Towards Trustworthy Text Image Recovery: Semantic Traceability with Watermark Indexing and Diffusion Inpainting.
.- An Infrared Vessel Detection Model based on Bidirectional Selective Path Aggregation Network.
.- Topology Control Algorithm for Mobile Wireless Sensor Networks Based on Disability Measurement and Evaluation.
.- Cracking the Code: Data-Driven Insights into Global Cybercrime and Policy Effectiveness.
.- Quantum-inspired Honey Badger Algorithm for Training Feedforward Neural Networks.
.- A Novel Microchip Electrophoresis Signal Smoothing Algorithm Based on Multi Objective Optimization Strategy.