Vol. 49 No. 16 (2025): Online-only issue

Published: 2025-11-24

Automating Financial Audits with Random Forests and Real-Time Stream Processing: A Case Study on Efficiency and Risk Detection

Jianlin Li, Wanli Liu, Jie Zhang
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Graph Neural Network-Based User Preference Model for Social Network Access Control

Yuan Zhang
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Fusion of Deep Convolutional Neural Networks and Brain Visual Cognition for Enhanced Image Classification

Xintao Li, Hongyan Guo
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Research on Optimization Method of Landscape Architecture Planning and Design Based on Two-Dimensional Fractal Graph Generation Algorithm

Yining Shen
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Enhanced COVID-19 Detection Through Combined Image Enhancement and Deep Learning Techniques

Abderrazak Benchabane, Fella Charif
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Enhancing Predictive Capabilities for Cyber Physical Systems Through Supervised Learning

Dhanalakshmi B, Tamije Selvy P
- PDF
A Comparative Study of Deep Learning Algorithms for Detecting Fungal Infection Skin Diseases

Fajar Masya, Joko Triloka, Setia Wulandari
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A Unified Trace Meta-Model for Alignment and Synchronization of BPMN and UML Models

Aljia Bouzidi, Nahla Haddar, Kais Haddar
- PDF
A Review of Machine Learning Techniques in the Medical Domain

Enas M.F. El Houby
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Vision Transformer-Based Framework for AI-Generated Image Detection in Interior Design

Hui Wang
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Efficient Logistics Path Optimization and Scheduling Using Deep Reinforcement Learning and Convolutional Neural Networks

Yan Yang, Kang Wang
- PDF
Design and Application of Improved Genetic Algorithm for Optimizing the Location of Computer Network Nodes

Chunlei Zhong, Gang Yang
- PDF
Optimization of Emergency Material Logistics Supply Chain Path Based on Improved Ant Colony Algorithm

Mingbin Wei
- PDF
Application Method and Least Squares Support Vector Machine Analysis of a Heat Pipe Network Leakage Monitoring System Using an Inspection Robot

Xu Wang, Xiaobo Long, Guangwei Li, Jing Li, Yuweijia Zhao
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Biometric-Based Secure Encryption Key Generation Using Convolutional Neural Networks and Particle Swarm Optimization

Sahera A. S. Almola, Raidah S. Khudeyer, Hameed Abdulkareem Younis
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CNN and LSTM-Based Multimodal Data Fusion for Performance Optimization in Aerobics Using Wearable Sensors

Danhua Tan
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Metaheuristic-Enhanced SVR Models for California Bearing Ratio Prediction in Geotechnical Engineering

Yulin Lan, Na Feng, Zhisheng Yang
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A Cutting-Edge Bio-Inspired Computational Framework for Advanced Virtual Reality Classification through Sophisticated Predictive Methodologies

Yanyan Song, Hongping Zhou
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GWO-RF: A Grey Wolf Optimized Random Forest Model for Predicting Employee Turnover

Hongtao Zhang
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Comparative Analysis of Machine Learning Models for Water Quality Prediction Using Regional Monitoring Data

Ying Xiong
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A GAN-Based Framework for Synthetic Financial Data Generation, Risk Forecasting, and Portfolio Optimization under Uncertainty

Aihua Li
- PDF
GridRiskNet: A Two-Stage Hybrid Model for Project Investment Risk Management of Power Grid Enterprises Using Big Data Mining

Hongzhi Gao, Dekyi Dekyi, Metok Metok
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Real-Time Motion Recognition in Special Training Systems Based on the Optimized BBO-KNN Method of Motion Morphology

Yin Xu
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Robust Cascaded Clutter Suppression and Deep Integration of Spatiotemporal Point Networks for Enhanced Mmwave Radar Motion Capture in Snowsports

Yulun Liu
- PDF
Improved DenseNet-DCGAN for Enhanced Digital Restoration of Embroidery Cultural Heritage

Guiying Dong, Qian Mao
- PDF
Enhanced Prediction of Tropical Tree Biomass Using Ensemble Models

Qiucai Dang
- PDF
HematoFusion: A Weighted Residual-Vision Transformer Ensemble for Automated Classification of Haematologic Disorders in Microscopic Blood Images

Mouna Saadallah, Latefa Oulladji, Farah Ben-Naoum
- PDF
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Deep Learning and Rule-Based Hybrid Model for Enhanced English Composition Scoring Using Attention Mechanisms and Graph Convolutional Networks

Ruimin Li
- PDF
Integrating DDPG and QPSO for Multi-Objective Optimization in High Proportion Renewable Energy Power Dispatch Systems

Xu’an Qiao, Chaofan Liu
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Vol. 49 No. 16 (2025): Online-only issue

Automating Financial Audits with Random Forests and Real-Time Stream Processing: A Case Study on Efficiency and Risk Detection

Graph Neural Network-Based User Preference Model for Social Network Access Control

Fusion of Deep Convolutional Neural Networks and Brain Visual Cognition for Enhanced Image Classification

Research on Optimization Method of Landscape Architecture Planning and Design Based on Two-Dimensional Fractal Graph Generation Algorithm

Enhanced COVID-19 Detection Through Combined Image Enhancement and Deep Learning Techniques

Enhancing Predictive Capabilities for Cyber Physical Systems Through Supervised Learning

A Comparative Study of Deep Learning Algorithms for Detecting Fungal Infection Skin Diseases

A Unified Trace Meta-Model for Alignment and Synchronization of BPMN and UML Models

A Review of Machine Learning Techniques in the Medical Domain

Vision Transformer-Based Framework for AI-Generated Image Detection in Interior Design

Efficient Logistics Path Optimization and Scheduling Using Deep Reinforcement Learning and Convolutional Neural Networks

Design and Application of Improved Genetic Algorithm for Optimizing the Location of Computer Network Nodes

Optimization of Emergency Material Logistics Supply Chain Path Based on Improved Ant Colony Algorithm

Application Method and Least Squares Support Vector Machine Analysis of a Heat Pipe Network Leakage Monitoring System Using an Inspection Robot

Biometric-Based Secure Encryption Key Generation Using Convolutional Neural Networks and Particle Swarm Optimization

CNN and LSTM-Based Multimodal Data Fusion for Performance Optimization in Aerobics Using Wearable Sensors

Metaheuristic-Enhanced SVR Models for California Bearing Ratio Prediction in Geotechnical Engineering

A Cutting-Edge Bio-Inspired Computational Framework for Advanced Virtual Reality Classification through Sophisticated Predictive Methodologies

GWO-RF: A Grey Wolf Optimized Random Forest Model for Predicting Employee Turnover

Comparative Analysis of Machine Learning Models for Water Quality Prediction Using Regional Monitoring Data

A GAN-Based Framework for Synthetic Financial Data Generation, Risk Forecasting, and Portfolio Optimization under Uncertainty

GridRiskNet: A Two-Stage Hybrid Model for Project Investment Risk Management of Power Grid Enterprises Using Big Data Mining

Real-Time Motion Recognition in Special Training Systems Based on the Optimized BBO-KNN Method of Motion Morphology

Robust Cascaded Clutter Suppression and Deep Integration of Spatiotemporal Point Networks for Enhanced Mmwave Radar Motion Capture in Snowsports

Improved DenseNet-DCGAN for Enhanced Digital Restoration of Embroidery Cultural Heritage

Enhanced Prediction of Tropical Tree Biomass Using Ensemble Models

HematoFusion: A Weighted Residual-Vision Transformer Ensemble for Automated Classification of Haematologic Disorders in Microscopic Blood Images

Deep Learning and Rule-Based Hybrid Model for Enhanced English Composition Scoring Using Attention Mechanisms and Graph Convolutional Networks

Integrating DDPG and QPSO for Multi-Objective Optimization in High Proportion Renewable Energy Power Dispatch Systems

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