Vol. 49 No. 29 (2025): Online-only issue

Published: 2025-08-15

Enhancing Contextual Data Analysis through Retrieval-Augmented Fine-Tuning of Large Language Models

Yuezhen Zhang
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Adaptive Semantic Perception Model for Deep Learning-Based Image Processing and Pattern Recognition

Qi Xu
- PDF
Dynamic Constraint-Aware Particle Swarm Optimization for Resource Allocation in Logistics and Transportation

Xijing Ou
- PDF
KEAI: An Adaptive Dynamic Programming and Iterative Optimization Model for Event-Triggered Control in Complex Networks

Xiaoru Xing, Yueqiang Hu, Jianjing Zhang, Dongnuan Zhao, Jing Li
- PDF
Robust Beamforming for Data Correction via Interference-Noise Covariance Reconstruction and Adaptive Error Compensation

Lili Wang
- PDF
Cost Estimation of the Entire Construction Process based on BAS Optimized CNN

Na Li, Huan Wang
- PDF
The Edge Detection Technology of Gray-Scale Image Based on Dynamic Fuzzy Control

Qingpeng Ran
- PDF
Efficient Transformer Architectures for Diabetic Retinopathy Classification from Fundus Images: DR-MobileViT, DR-EfficientFormer, and DR-SwinTiny

Yassmina Saadna, Saliha Mezzoudj, Meriem Khelifa
- PDF
Optimization of AODV Routing in VANETs Using Grasshopper, PSO, and Genetic Algorithms

PeiKun Zhao, Jian Sun
- PDF
Broadband Communication Signal Detection Using Deep Convolutional Autoencoder and Spectrum Center Network

Bin Wei
- PDF
Multi-Objective Optimization of Multi-Warehouse Cargo Allocation and Transportation Planning Using an Enhanced Ant Colony Algorithm

Zhijia Luan, Lijing Yu, Qiang Tian, Min Liu
- PDF
Federated Learning-Based Distributed Autoencoder for Industrial Big Data Anomaly Detection: Integrating LSTM, GRU, and CNN Models

Xiaoli Li, Haifeng Wang
- PDF
Multi-Task Learning-Based Optimization for Cross-Regional Logistics Scheduling and Transportation Efficiency

Xianfeng Zhu
- PDF
DM-VLP-Grasp: Diffusion Model-Based Grasp Planning with Visual-Language Pretraining for Unknown Object Manipulation

Changyu Li, Gao Liu, Ruchao Liao, Linkun Yu, Jianguo Zhan, Ning Ding
- PDF
Adaptive Monitoring and Management of Capacitive Wireless Power Transfer Via Huffman Compression and Control Optimization

Chaoyi Luo
- PDF
AI-Enhanced Stage-Aware Deadline Division for Secure Multi-Cloud Resource Management and Performance Prediction

Wenchong Fang, Zhifeng Zhou, Xiqi He, Yingchen Li, Danli Xu
- PDF
ILS-YOLO: An Improved List Scheduling Algorithm for YoloLite DAGs in Vehicular Edge Computing

Xianglin Xiao
- PDF
EEG Signal Classification for Motor Imagery Tasks Using a Deep Stacking Network Optimized by Particle Swarm Optimization

Xue Zhang
- PDF
Deep Learning-Based Restoration of Historic Building Images with Blockchain-Driven Maintenance Data Management

Zhaokun Tang
- PDF
Federated Deep Learning-Based Collaborative Optimization and Privacy Preservation in Microgrid Clusters Using GRU Models

Enming Wang
- PDF
Feature-level Data Fusion and a Hybrid LSTM–Random-Forest Early-Warning Model for Deep-Ground-Pressure Prediction

Xuexiang Zhang, Hailong Zhang, Yajun Hu, Yude Liu, Xin Chen, Ning He
- PDF
DCNN-RRDA: A Hybrid Deep Learning and Evolutionary Optimization Framework for Robust Face Recognition

Xiaodong Ma, Bing Li, Goh Khang Wen, Siti Sarah Maidin
- PDF
ITS-SGBM: A Hybrid Intelligent Tuna Swarm Optimization and Stochastic Gradient Boosting Machine Model for Financial Performance Forecasting

Shixin Liang, Kang Zhang
- PDF
Comparative Survey of Deep Learning Architectures for Video Anomaly Detection: CNNs, Autoencoders, VAEs, RNNs, GANs, and Hybrids

Wei Wang
- PDF
Bi-LSTM-Based Traffic Flow Prediction and Adaptive Signal Control via Gap-Statistic K-means++ Cross-Partitioning

Yan Zhao, Xiang Zhang
- PDF
Multi-Objective Fox Optimization with Adaptive Kalman Filtering for UAV Autonomous Navigation

Wu Peng, Zhang Yang
- PDF
Hybrid Models for Forecasting Interior Lighting Energy Consumption Using Support Vector Regression, CatBoost, and Chaos Game Optimization

Qingzhuo Li
- PDF
A Cascade GCN-LightGBM Framework for Abnormal Account Detection in Social Networks

Bin Ni
- PDF
Semantically Aware Style-Controlled Animation Line Art Colorization Using Conditional GANs with GCN and Attention Mechanisms

Chen Li
- PDF
RT-AVTC: A Real-Time Audio-Visual Tone Correction Network Using Multimodal Deep Learning and Causal Convolution

Min Wang, Yehui Duan
- PDF

Vol. 49 No. 29 (2025): Online-only issue

Enhancing Contextual Data Analysis through Retrieval-Augmented Fine-Tuning of Large Language Models

Adaptive Semantic Perception Model for Deep Learning-Based Image Processing and Pattern Recognition

Dynamic Constraint-Aware Particle Swarm Optimization for Resource Allocation in Logistics and Transportation

KEAI: An Adaptive Dynamic Programming and Iterative Optimization Model for Event-Triggered Control in Complex Networks

Robust Beamforming for Data Correction via Interference-Noise Covariance Reconstruction and Adaptive Error Compensation

Cost Estimation of the Entire Construction Process based on BAS Optimized CNN

The Edge Detection Technology of Gray-Scale Image Based on Dynamic Fuzzy Control

Efficient Transformer Architectures for Diabetic Retinopathy Classification from Fundus Images: DR-MobileViT, DR-EfficientFormer, and DR-SwinTiny

Optimization of AODV Routing in VANETs Using Grasshopper, PSO, and Genetic Algorithms

Broadband Communication Signal Detection Using Deep Convolutional Autoencoder and Spectrum Center Network

Multi-Objective Optimization of Multi-Warehouse Cargo Allocation and Transportation Planning Using an Enhanced Ant Colony Algorithm

Federated Learning-Based Distributed Autoencoder for Industrial Big Data Anomaly Detection: Integrating LSTM, GRU, and CNN Models

Multi-Task Learning-Based Optimization for Cross-Regional Logistics Scheduling and Transportation Efficiency

DM-VLP-Grasp: Diffusion Model-Based Grasp Planning with Visual-Language Pretraining for Unknown Object Manipulation

Adaptive Monitoring and Management of Capacitive Wireless Power Transfer Via Huffman Compression and Control Optimization

AI-Enhanced Stage-Aware Deadline Division for Secure Multi-Cloud Resource Management and Performance Prediction

ILS-YOLO: An Improved List Scheduling Algorithm for YoloLite DAGs in Vehicular Edge Computing

EEG Signal Classification for Motor Imagery Tasks Using a Deep Stacking Network Optimized by Particle Swarm Optimization

Deep Learning-Based Restoration of Historic Building Images with Blockchain-Driven Maintenance Data Management

Federated Deep Learning-Based Collaborative Optimization and Privacy Preservation in Microgrid Clusters Using GRU Models

Feature-level Data Fusion and a Hybrid LSTM–Random-Forest Early-Warning Model for Deep-Ground-Pressure Prediction

DCNN-RRDA: A Hybrid Deep Learning and Evolutionary Optimization Framework for Robust Face Recognition

ITS-SGBM: A Hybrid Intelligent Tuna Swarm Optimization and Stochastic Gradient Boosting Machine Model for Financial Performance Forecasting

Comparative Survey of Deep Learning Architectures for Video Anomaly Detection: CNNs, Autoencoders, VAEs, RNNs, GANs, and Hybrids

Bi-LSTM-Based Traffic Flow Prediction and Adaptive Signal Control via Gap-Statistic K-means++ Cross-Partitioning

Multi-Objective Fox Optimization with Adaptive Kalman Filtering for UAV Autonomous Navigation

Hybrid Models for Forecasting Interior Lighting Energy Consumption Using Support Vector Regression, CatBoost, and Chaos Game Optimization

A Cascade GCN-LightGBM Framework for Abnormal Account Detection in Social Networks

Semantically Aware Style-Controlled Animation Line Art Colorization Using Conditional GANs with GCN and Attention Mechanisms

RT-AVTC: A Real-Time Audio-Visual Tone Correction Network Using Multimodal Deep Learning and Causal Convolution

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