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.
Edited by:
Hongbin Ma, Jinhua She, Bin Xin, Yaping Dai Imprint: Springer Verlag, Singapore Country of Publication: Singapore Dimensions:
Height: 235mm,
Width: 155mm,
ISBN:9789819567294 ISBN 10: 9819567297 Series:Communications in Computer and Information Science Pages: 645 Publication Date:15 February 2026 Audience:
College/higher education
,
Professional and scholarly
,
Further / Higher Education
,
Undergraduate
Format:Paperback Publisher's Status: Active
.- Intelligent Decision-Making And Optimization. .- A Multi-Operator Evolutionary Algorithm for the Multi-Objective WTA Problem. .- An adaptive multi-granularity dynamic task reallocation method based on CBBA. .- Complete Coverage Path Planning based on Comprehensive Improved Particle Swarm Optimization Algorithm. .- Multi-UGV Task Allocation Based on Improved NSGA-II Algorithm for Forest Firefighting. .- Research on Cooperative Application of UAV Swarm based on Cyber Network. .- A Situation Awareness Method for UAV Swarm Based on Modified Endsley Model. .- Smart Education. .-Intelligent Detection of Student Classroom Behavior Based on an Improved YOLOv8 Model. .-Improving Generative Aspect-Based Sentiment Analysis via Multi-View Data Augmentation and Supervised Contrastive Learning. .- Dual-Path Attention-Enhanced Graph Convolutional Network for Children's Speech Emotion Recognition. .- Evaluating Learning States in Synchronous Remote Classes via Qwen2.5-Max with RAG and ReAct Agent. .- Smart Healthcare And Rehabilitation. .- Deep Learning-based Quantification of Lumbar Disc Herniation on High-resolution Magnetic Resonance Imaging. .- A Survey of Deep Learning Models from DCNNs to Transformers for Correcting MRI Artifacts and Assisting Smart Healthcare. .- LungAide: An effective 3D Transformer V-Net for Lung Nodule Detection. .- Concordance-Assisted Learning for Estimating Optimal Individualized Treatment Regimes with Censored Data. .- PID control with pedal torque estimation for safety monitoring in lower-limb rehabilitation robots. .- Machine Learning. .- Optimization of traction transformer status prediction based on missing data imputation. .- Online Fine-tuning for Robustness in Offline Reinforcement Learning: Actor-Critic vs Decision Transformer. .- Feature Expansion based Graph Transformer for Node Classification. .- API Sequence Representation via Stochastic Distribution Prediction. .- Cascade adaptive phase optimized active disturbance rejection control for ultra-supercritical units. .- AI For Science And Culture. .- Research on Decision Support for Cultural Heritage Conservation Using Agent-based AI Systems with Prompt Engineering——A Case Study of the ""Heritage Echo Planet"" World Heritage Large Language Model. .- Building an AI Knowledge Infrastructure for the World Cultural Heritage Vertical: Methodology and Challenges from Local Databases. .- Sustainable Tourism Water Management Research in Bali Based on Grey Correlation Analysis and Intelligent Optimization Algorithms. .- Weak N-best POAFD for Second Order Initial Value Problems of Ordinary Differential Equations. .- Backstepping Stabilization of Stochastic Hyperbolic PDE-ODE Systems. .- Physically Inspired Intelligent Optimization: From Theory To Real-World Systems. .- A 3D Gaussian Splatting-Based Framework for Occlusion-Aware Reconstruction of Immovable Cultural Heritage from Crowd-Sourced Data. .- G-COA : an optimization algorithm inspired by celestial motion behavior. .- A Study on the Force Mechanism of a Many-objective Artificial Physics Optimization Algorithm Based on Clustering and Information Entropy. .- Optimal regulation of green heating systems in parks considering economy and thermal comfort. .- Improved Kepler Optimization Algorithm Based on Hybrid Strategies. .- Application of Multi-Strategy Harris Hawks Optimization Algorithm in Path Planning. .- Three-Dimensional Path Planning for Multiple UCAVs Based on the MP-GWO Algorithm. .- MRLLM: Multimodal Knowledge and Feedback Based Refinement Assist for Robotic Arm Operations using Large Language Model Reasoning. .- DBSCAN clustering and Angle-Correlation driven Bi-Population Constrained Multi-Objective Artificial Physical Optimization. .- Intelligent decision-making technology based on brain-inspired spiking neural networks. .- Quantum-hybrid Multi-objective Artificial Physics Optimization Algorithm. .- An Angle-Penalty Distance and Polarity-Division Guided Algorithm for Many-Objective Electric Field Optimization. .- Advances in Multi-Agent Systems and Visual Perception for Complex Environments. .- AE-BiseNet: Anomaly-enhanced Bilateral Segmentation Network for Industrial Defect Detection. .- Adaptive Flight Control of Unmanned Aerial Vehicle under Sensor Failure Mode. .- Dynamic Diffusion-based Stochastic Trajectory Prediction with Time-frequency Analysis. .- Torque Distribution Strategy Based On Multi-Mode Clutch Transmission. .- A Multi-Ship Intelligent Cooperative Control Framework Based on Hierarchical Reward. .- Attention-Enhanced Hybrid Graph Neural Network for 3D Localization of Rock Fracture Events.