Ma / She / Xin Advanced Computational Intelligence and Intelligent Informatics

9th International Workshop, IWACIII 2025, Zhuhai, China, October 31 – November 4, 2025, Proceedings, Part I
Erscheinungsjahr 2026
ISBN: 978-981-956730-0
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 645 Seiten

Reihe: Communications in Computer and Information Science

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.

Zielgruppe

Research

Autoren/Hrsg.

Ma, Hongbin

She, Jinhua

Xin, Bin

Dai, Yaping

Inhaltsverzeichnis

.- 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.