This 2-volume set CCIS 2778+2779 constitutes the proceedings of the Third International Conference on Applied Intelligence, ICAI 2025, held in Nanning, China, during November 69, 2025.

The 70 full papers presented in this proceedings were carefully selected and reviewed from 289 submissions.

They were organized in topical sections as follows:

Part I: Image Processing; Knowledge Discovery and Data Mining; Machine Learning; Pattern Recognition.

Part II: Biomedical Data Modeling and Mining; Neural Networks; Pattern Recognition.

Inhalt

.- Biomedical Data Modeling and Mining.

.- Lightweight CNN-LSTM Models for EEG-Based Emotion Recognition in Education.

.- DEEPFUSION: A Multimodal Deep Learning Approach for Super Enhancer
Prediction.

.- Prediction of Enhancer-Promoter Interactions Using a Novel Deep Neural Network.

.- Oral microbial gene sequence classification with statistical features and cascade
forest.

.- Modeling Epigenetics for Stress-Induced Parasomnias through Multi-Order Adaptive
Self-Modelling Networks.

.- stMGRL: Spatial Domain Recognition Algorithm for Spatial Transcriptome Data
Based on Multi Task Masked Graph Contrastive Representation Learning.

.- Computational Analysis of the Adaptive Role of Environmental Influences and
Epigenetics in Brain Cancer.

.- A Multi-Level Adaptive Dynamical System Model of Epigenetic Dysregulation and
Self-Regulatory Failure in the Development of Suicide Behavior Disorder.

.- Higher-Order Adaptive Dynamical System Modeling of the Role of Epigenetics in
Narcissistic Personality Disorder.

.- Identifying Spatial Domain by Integrating Prior-Guided Learning.

.- AGFNet: Protein Function Prediction Based on Adaptive Graph Fusion Network.

.- Design of Secure Beamforming and Resource Allocation Optimization for IRS
Assisted SWIPT System.

.- Neural Networks.

.- Vibration Signal Analysis for Anomaly Detection based on Node-Weighted Isolation
Forest.

.- LSCA: Low-latency Scalable Convolution Accelerator.

.- Second-Order K-Nearest Neighbor-based Density Peak Clustering.

.- A Joint Optimization Scheme for DRL-based Green Online Task Offloading and
Resource Allocation.

.- MaHPA-Net: A Multi-scale Hybrid-Pooling Attention Transformer Network for
Motor Imagery EEG Decoding.

.- Adaptive Reinforcement Learning-Driven Image Hiding Scheme with Chaotic
Encryption.

.- An Energy-Aware Comprehensive Virtual Machine Consolidation Algorithm for
Cloud Data Centers.

.- Credit-Value-Based UAV-assisted Task Offloading Optimization for Autonomous
Vehicles.

.- An Online Identification Model of Corn Diseases Based on Unmanned Aerial
Vehicles.

.- Pattern Recognition.

.- Spatiotemporal Evolutionary Differences of Innovation Output in the G60
Innovation Corridor from a Multi-Scale Perspective.

.- Long-tail Distribution Image Classification and Anomaly Detection for Cigarette
Pack Defects.

.- Research on Construction Methods of Educational Agents for Magnetic Particle
Imaging.

.- Design and Implementation of a Python-Based Health Management System.

.- Intelligent Control and Automation: Foundations, Applications and Future Directions.

.- Container based Migration Solution for Pre-copy Service.

.- Design of Secure Beamforming and Resource Allocation Optimization for IRS
Assisted SWIPT System.

.- NOMA-Based Resource Allocation Scheme for Wireless Powered MEC System.

.- Sign Language Recognition using Computer Vision-based Deep Learning.

.- Large Language Models in University Digitalization: A Systematic Review.

.- Prediction of Enhancer-Promoter Interactions Using a Novel Deep Neural Network.