Ma / She / Xin Advanced Computational Intelligence and Intelligent Informatics

9th International Workshop, IWACIII 2025, Zhuhai, China, October 31 – November 4, 2025, Proceedings, Part III
Erscheinungsjahr 2026
ISBN: 978-981-956736-2
Verlag: Springer Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 623 Seiten

Reihe: Artificial Intelligence (R0)

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

Yoshida, Shinichi

Inhaltsverzeichnis

.- 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.