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Full Description
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 6-9, 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.
Contents
.- 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.
