Vol. 49 No. 17 (2025): Online-only issue

Published: 04/08/2025

A Survey of Federated Learning for IoT: Addressing Resource Constraints and Heterogeneous Challenges

Sristi Vashisth, Anjali Goyal
- PDF
Innovative Application of Intelligent Mechanical Manufacturing Based on Self-Supervised Learning and Graph Neural Network Fusion Optimization

Hui Wang
- PDF
Random Forest-Based Decision Tree Framework for Hazard Management in University Laboratories

Yunan Zhang, Xiaoyu Wang
- PDF
Development of an AI-Driven Model for Drug Sales Prediction Using Enhanced Golden Eagle Optimization and XGBoost Algorithm

Ying Xiong
- PDF
Blockchain-Based Distributed Network Security Architecture with Smart Contract Vulnerability Detection Using Improved Tree CNN

Xiaoyan Huo
- PDF
An Improved Topology Graph and Ant Colony Optimization Approach for Optimizing Electric Vehicle Travel Path Considering Time and Charging Cost

Liang Wei
- PDF
Multi-hop Network Security Strategy Integrating ACO Algorithm and PSO Algorithm

Qian Hao, Haixin Huang
- PDF
Software Vulnerability Assessment and Classification Using Machine Learning, Deep Learning and Feature Selection Techniques

Ali Hussein Abdulkareem, Azri Azmi, Hafiza Abas
- PDF
K-LSTM-ECM Model for Predicting Poverty Alleviation Impacts of Digital Financial Inclusion

Yichuan Li
- PDF
Behavioural Analysis of Urban Travel Mode Selection Using Adaptive Waterwheel Plant Optimized Random Forest (AWPORF) Algorithm

Hai Zhang, Na Liu
- PDF
Intelligent Traffic Flow Control Based on Multi Node Bilateral Control Model in Closed Congested Road Scenarios

Xiliang Wang, Huijian Geng
- PDF
Reduced Convolutional Recurrent Neural Network Using MFCC for Music Genre Classification on the GTZAN Dataset

Ela Setiorini, Moeljono Widjaja, Arya Wicaksana
- PDF
A Low-Cost Robotic Assembly Method for Large Planar Workpieces Using Laser Displacement Sensors and Monocular Vision

Xiaobing Cao, Yicen Xu, Yonghong Yao, Sheng Chen
- PDF
Leveraging Spark-TensorFlow Distributor for Distributed Deep Convolutional Neural Networks: Accelerating large-scale COVID-19 Detection

Saliha Mezzoudj, Meriem Khelifa, Yasmina Saadna
- PDF
Enhanced Bank Marketing System Using Optimized GSA-BP Neural Network for Improved Customer Targeting

Ziyi Jiao
- PDF
Multi-Modal Lightweight 3D Transformer for Target Recognition and Reconstruction in Intelligent Construction

Meng Jing
- PDF
Survey and Analysis of Digital Twin Integration for Network and Service Optimization in Vehicular Edge Computing

Xiaoqian Jin
- PDF
AISA-BS: A Multimodal Employment Screening Framework Integrating Transformer-Based Semantic Analysis and IoT-Driven Behavioral Sensing

Wenzhao Zhang
- PDF
Conditional GAN-Based System for Automated Packaging Design and Market Demand Alignment Using Multi-modal Evaluation Networks

Li Zhang
- PDF
HGHH: A Feature-Driven Hybrid Gradient Boosting and Metaheuristic Optimization Framework for Predictive Intelligence in Industry 4.0

Xiaojuan Zhang, Junzhou Wang
- PDF
PESWS-LGBM: A Hybrid Swarm Optimization and LightGBM Framework for Real-Time Production Scheduling in Smart Factories

Minghui Du, Kexin Wang, Zhang Ran
- PDF
ICOA: Enhanced Crayfish Optimization for Task Scheduling in Heterogeneous Cloud Environments

Zhiping Zhou
- PDF
Optimizing Enterprise Renewable Energy Operations Using Bidirectional GRU and Enhanced Scaled SFLA

Dengzhong Wu
- PDF
Green Path Optimization for E-Commerce Logistics under Carbon Neutrality Goals: A Multi-Objective Grey Wolf Optimizer (MOGWO) Approach

Zheng Wei
- PDF
Optimizing Convolutional Neural Networks with Fish Swarm Algorithms for Mitigating Financial Risks in the Digital Economy

Xiaolei Zhang
- PDF
Scalogram-Based Multiclass Fetal State Classification Using Expert-Annotated CTG and SE-ResNet-50

Trie Maya Kadarina, Basari Basari, Dadang Gunawan, Abraham Auzan
- PDF
Adaptive Multi-Modal Fusion Rendering Model for 3D Scene Visualization Based on Visual Image Language

Wei Liu
- PDF
AH-SpanBERT: Fine-Tuning SpanBERT with Archerfish Optimization for Power Grid Dispatcher Training

Liao Binjie, Zhang Hongtu, He Zhihua, Zhang Peng, Yang Tingtian, Liu Shudi, Luo Rongsen, Liu Feng
- PDF
BS-CYOLOv5: A Deep Learning and Backtracking Search Framework for Multi-Sensor UAV Navigation and Obstacle Avoidance

Zongqiang Deng
- PDF

Vol. 49 No. 17 (2025): Online-only issue

A Survey of Federated Learning for IoT: Addressing Resource Constraints and Heterogeneous Challenges

Innovative Application of Intelligent Mechanical Manufacturing Based on Self-Supervised Learning and Graph Neural Network Fusion Optimization

Random Forest-Based Decision Tree Framework for Hazard Management in University Laboratories

Development of an AI-Driven Model for Drug Sales Prediction Using Enhanced Golden Eagle Optimization and XGBoost Algorithm

Blockchain-Based Distributed Network Security Architecture with Smart Contract Vulnerability Detection Using Improved Tree CNN

An Improved Topology Graph and Ant Colony Optimization Approach for Optimizing Electric Vehicle Travel Path Considering Time and Charging Cost

Multi-hop Network Security Strategy Integrating ACO Algorithm and PSO Algorithm

Software Vulnerability Assessment and Classification Using Machine Learning, Deep Learning and Feature Selection Techniques

K-LSTM-ECM Model for Predicting Poverty Alleviation Impacts of Digital Financial Inclusion

Behavioural Analysis of Urban Travel Mode Selection Using Adaptive Waterwheel Plant Optimized Random Forest (AWPORF) Algorithm

Intelligent Traffic Flow Control Based on Multi Node Bilateral Control Model in Closed Congested Road Scenarios

Reduced Convolutional Recurrent Neural Network Using MFCC for Music Genre Classification on the GTZAN Dataset

A Low-Cost Robotic Assembly Method for Large Planar Workpieces Using Laser Displacement Sensors and Monocular Vision

Leveraging Spark-TensorFlow Distributor for Distributed Deep Convolutional Neural Networks: Accelerating large-scale COVID-19 Detection

Enhanced Bank Marketing System Using Optimized GSA-BP Neural Network for Improved Customer Targeting

Multi-Modal Lightweight 3D Transformer for Target Recognition and Reconstruction in Intelligent Construction

Survey and Analysis of Digital Twin Integration for Network and Service Optimization in Vehicular Edge Computing

AISA-BS: A Multimodal Employment Screening Framework Integrating Transformer-Based Semantic Analysis and IoT-Driven Behavioral Sensing

Conditional GAN-Based System for Automated Packaging Design and Market Demand Alignment Using Multi-modal Evaluation Networks

HGHH: A Feature-Driven Hybrid Gradient Boosting and Metaheuristic Optimization Framework for Predictive Intelligence in Industry 4.0

PESWS-LGBM: A Hybrid Swarm Optimization and LightGBM Framework for Real-Time Production Scheduling in Smart Factories

ICOA: Enhanced Crayfish Optimization for Task Scheduling in Heterogeneous Cloud Environments

Optimizing Enterprise Renewable Energy Operations Using Bidirectional GRU and Enhanced Scaled SFLA

Green Path Optimization for E-Commerce Logistics under Carbon Neutrality Goals: A Multi-Objective Grey Wolf Optimizer (MOGWO) Approach

Optimizing Convolutional Neural Networks with Fish Swarm Algorithms for Mitigating Financial Risks in the Digital Economy

Scalogram-Based Multiclass Fetal State Classification Using Expert-Annotated CTG and SE-ResNet-50

Adaptive Multi-Modal Fusion Rendering Model for 3D Scene Visualization Based on Visual Image Language

AH-SpanBERT: Fine-Tuning SpanBERT with Archerfish Optimization for Power Grid Dispatcher Training

BS-CYOLOv5: A Deep Learning and Backtracking Search Framework for Multi-Sensor UAV Navigation and Obstacle Avoidance

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