Advanced Computational Intelligence and Intelligent Informatics : 9th International Workshop, IWACIII 2025, Zhuhai, China, October 31 - November 4, 2025, Proceedings, Part II (Communications in Computer and Information Science)

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Advanced Computational Intelligence and Intelligent Informatics : 9th International Workshop, IWACIII 2025, Zhuhai, China, October 31 - November 4, 2025, Proceedings, Part II (Communications in Computer and Information Science)

Ma, Hongbin (EDT)/ She, Jinhua (EDT)/ Xin, Bin (EDT)

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Springer Verlag, Singapore（2026/03発売）
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製本 Paperback:紙装版/ペーパーバック版／ページ数 680 p.
言語 ENG
商品コード 9789819567324
DDC分類 006.3

Full Description

This four-volume set constitutes the refereed proceedings of the 9th International Workshop on Advanced Computational Intelligence and Intelligent Informatics, IWACIII 2025, held in Zhuhai, China, in October 31 - November 4, 2025.

The 173 papers presented were thoroughly reviewed and selected from the 393 qualifies submissions.

.- Computational intelligence and system engineering.

.- ANAFD: A Lightweight Method for Rapid Plant Fertilization Deficiency Detection Using Optimized NCC Localization and Enhanced Feature.
.- RecognitionUnet: A Satellite and Radar-Based feature fusion approach for short-term precipitation forecasting.
.- Adaptive Multi-Object Tracking with Motion Indeterminacy Diffusion and Dynamic Fusion.
.- Fault Diagnosis Methods Based on Spatio-Temporal Feature Fusion.
.- Dual-View Contrastive Learning with Multi-Scale Label Propagation.
.- An Imbalance Fault Diagnosis Method Based on Improved FixMatch Assisted Semi-Supervised CWGAN.
.- Train delay data generation based on improved CTGAN.
.- MACAE-Based Detection of Acoustic Signal Anomalies in Industrial Equipment.
.- An Algorithm based on History Data for Multi-sensors Error Intelligent Correction.
.- RDPFlow: A conditional diffusion model for traffic flow prediction with point-wise missing data.
.- Design and Implementation of Office Automation Management System in Airfield Construction.

.- Learning, evolution and control in dynamical games.

.- Modeling Complex Systems via Game-Theoretic Learning: Dynamics and Properties of Individual Agents.
.- Loop Path Topology for Conflict-Free Scheduling of Multi-Robot Warehouse Systems.
.- Online Model-Pool Selection and Fusion for Adaptive MARL in Wargames.
.- Coalition Dynamics and Its Dynamic Stability in Three-Player Zero-Sum Games.
.- The Algebraic Relationships between DK-STP and STP.

.- Smart Grid and Power Systems.

.- A Quantum-Based High-Precision Current Transducer for Smart Grid Applications.
.- Power Grid Equipment Supply Chain Risk Identification Method Based on a Stochastic Configuration Network with Compression Coefficients.
.- Enhancing Power Equipment Anomaly Detection Performance with RobustSTL and Anomaly Transformer.
.- A Study on Secondary Control Strategy for Islanded Microgrids Based on Twin Delayed Deep Deterministic Policy Gradient.
.- Risk-Averse MPC-Based Secondary Voltage Centralized Compensation Strategy for Microgrids.
.- Research on a Joint Quantity-Price Forecasting Model Based on Virtual Power Plant Entity Revenue Optimization.
.- Research on Energy Storage Revenue and Electricity Pricing Strategy Based on Virtual Power Plant Operation.

.- AI Frontiers for Complex Systems & Interdisciplinary Applications.

.- Solving Forward-Backward SDEs via Regularized Neural Networks.
.- Formal System: A Category Theory-Based UnifiedFramework for Language-Databases and Cross-ModalHuman-Computer Collaboration.
.- Blockchain-Assisted CP-ABE with Revocation for Vehicular Access Control.
.- Dual-Feedback GAN for Antiviral Peptide Generation.

.- Model and AI-Driven Manufacturing and Service Systems.

.- Research on Intelligent Alignment Devices for GIS Disconnectors.
.- Vision and Servo-Based Camshaft Pulley Tightening Technology.
.- Research on Lightweight Fuel Cell DC/DC.
.- Virtual Commissioning and Simulation Method for Industrial Robots Based on Digital Twin Technology.
.- A cloud-native-based thermal processing simulation platform engineering case.

.- Intelligent unmanned cluster system technology.

.- Adaptive Formation Control of Multi-AUVs with ETM.
.- Switched Observer-Based Consensus Control for Multi-ASV Systems under DoS Attacks.
.- Adaptive Fault-Tolerant Control of Vehicle Platoon with Sensor Faults.
.- Adaptive Deep Neural Control for Fractional-Order Nonlinear Systems.
.- Further Results on Adaptive Tracking Control of State-Constrained High-Order Nonlinear Systems.
.- Safety-Constrained Distributed Sliding Mode Control for Vehicle Platoons with Improved Prescribed Performance Functions.

.- Imaging and Image Processing Technology.

.- A Transformer Model for Underwater Image Enhancement Based on Top-k Channel Sparse Self-Attention and an Improved Gated Feedforward Network.
.- FreqMix: Low-Frequency Component Mixing for Detail-Preserving Data Augmentation in Low-Light Image Enhancement.
.- SPSP Net-based Image Semantic Segmentation.
.- Research on Automatic Image-Based Deskewing Technology for Inspection Camera Preset Positions Using Fuzzy PID Control.
.- Adaptive Hypergraph Convolution and Multi-scale Spatial-channel Convolution Fusion Network for Hyperspectral Image Classification.
.- Multi-scale feature fusion point cloud registration for complex industrial environments.