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.

Inhalt
.- Object Detection, Recognition and Tracking. .- Aircraft Detection in Remote Sensing Images using YOLOX-DCSA. .- A Context-Aware Cross-Modal Correction and Fusion Network for Anti-UAV Target Recognition. .- SCS-YOLO: An Occlusion-Robust Object Detection Algorithm Based on YOLO12. .- FLSNet: Small Object Detection Algorithm Based On RT-DETR. .- RecreTrack: Synergistic Appearance Modeling for RMOT. .- Underwater Target Recognition using Cascaded Neural Network with Fusion Feature. .- Research on Entity Recognition Based on the Interaction Information of Character Embeddings and Sentence Embeddings. .- Gesture Recognition via Transient sEMG Decomposition and Residual Spiking Neural Network. .- Improved YOLOv8 for Gesture Recognition in Human-Machine Interaction Under Complex Backgrounds. .- Moving Object Information Processing Technology. .- AnchDrive: Bootstrapping Diffusion Policies with Hybrid Trajectory Anchors for End-to-End Driving. .- Adaptive Attitude Estimation method Based on Minimum Bounding Sphere. .- Global Orientation Calibration Method Based on the Fusion of UWB Local Coordinates and Visual Data. .- Hypersonic Vehicle State Time-Series Prediction Based on PG-DGNet. .- 3DoF Object Pose Prediction with Temporal Guidance Using a CNN-Transformer Network. .- WAFMF: Weighted Adaptive Frequency Median Filter for Salt-and-Pepper Noise Denoising. .- Defect/Anomaly/Fault Detection and Processing. .- An Attention-Enhanced LSTM Method for Industrial Server Anomaly Detection Based on Prediction Error. .- Cyber Attack Detection Based on Clustering and Adaptive Model Selection. .- Dual-Path Ransomware Detection Framework. .- SFL-YOLO: A Lightweight Real-Time Welding Seam Defect Detection Algorithm Based on YOLOv11. .- Power Material Supply Chain Security Risk Early Warning Based on Self-Adaptive Convergence Factor Matrix-Iterative Extreme Learning Machine. .- Deep Learning Based Real-Time Underwater Vehicle Driver Fatigue Detection. .- Local Feature-Enhanced LSTM for End-to-End Intelligent Bearing Fault Diagnosis. .- Uncertainty Support Vector Machine for Rolling Bearing Trustworthy Fault Diagnosis. .- Research on intelligent diagnosis of transformer thermal imaging fault based on RESNET and attention mechanism. .- Advanced sensing and intelligent signal processing. .- Optimization Methodology for Wire-Generated Magnetic Disturbances in Magnetic Positioning System. .- Few-Shot Learning at extremely low signal-to-noise ratio for noise suppression. .- Detection of Magnetic Anomalies in Underground Cavities Based on SQUID. .- Cardiac Magnetic Field Simulator Based on Timing Control. .- Design and Application of a Wide-band Frequency High-precision Multibeam Sonar System. .- Exploration and Application of a Quality Evaluation System for Cardiac Magnetic Field Signals of Magnetocardiograph. .- Immunity of SQUID second-order gradiometry to nearsurface interference in subsurface cavity. .- Prediction of IDH Mutation Status in Glioma Based on Terahertz Spectroscopy and Deep Learning. .- Deep learning-based segmentation and recognition of temporomandibular joint disc and condyle images. .- FFCNN:Low-SNR Wireless Signal Detection Method Based on Fusion Feature CNN. .- Research on Isotropy of Glioma Pathological Tissues with Terahertz Time-Domain Spectroscopy. .- Embodied Intelligence, Neural Computation and Intelligent Robotics. .- A Hierarchical Plane-Quadric Surface Fitting Based Framework for Real-Time LiDAR Point Cloud Compression. .- Generative Autonomous Emotionally Intelligent Robot System. .- A Gradient Neurodynamic Solution Enhanced by a Gated Recurrent Unit for Solving Time-Varying Linear Equations With Robotic Application. .- A Novel Shape Estimation Strategy for Continuum Robots Using Multiple Hall-effect Sensors and IMUs. .- An Optimized Control Scheme for Mobile Manipulators Based on Penalty Strategy and Variable-Parameter Neural Dynamics. .- Comparison of Control Barrier Functions and VMEV Methods for Obstacle Avoidance of a Redundant Robot. .- Comparative Study of Model-Free Kinematic Control Strategies for Robotic Manipulators. .- Design and Application of Grinding Trajectory Planning Algorithm for Casting Grinding Robot.