Vol. 50 No. 5 (2026): Online-only issue

Published: 02/02/2026

Kernel‐PCA + RBM Feature Extraction with Optimised Naïve Bayes for Intrusion Detection in Impaired Wireless Sensor Networks

Shengguo Guo, Dandan Xing
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Leveraging Local and Global Features: A CNN-Transformer Hybrid for fMRI-Based Autism Diagnosis

Mengzhu Yu
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A Hybrid LSTM-Prophet Model for Sales Forecasting and Inventory Optimization in E-Commerce Time Series

Xin Zheng
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EdgeRopeNet: Lightweight Neural Network for Real-Time Wire Rope Tension Monitoring Using FBG Sensors in Edge-Fog Mining Systems

Ruihua Tong, Hao Xu, Peijiang Wang, Qingru Zhang, Chaoyang Hou
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Physics-Informed Cold Diffusion Framework with Time-Conditioned U-Net for Multi-Coil Brain MRI Reconstruction

Nives Grčić, Marija Habijan, Krešimir Matić, Irena Galić
- PDF
DCNN-FLAME: A Dual-Supervised Style Transfer-Based Method for 3D Animated Character Expression Reconstruction

Xiaowen Guo
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AIRADL: A Deep Learning-Based Framework for Multimodal Physiological and Biomechanical Injury Risk Classification in Athletes

Kun Xu
- PDF
A Multi-layer Deep Learning Framework for Real-Time Fault Detection and RUL Prediction in Avionics Systems

Qiao Xue, Xudong Zhao, Yaqiong Wang, Xiangxiang Zhu, Bin Dong, Zuhong Zhang
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Multi-Teacher Knowledge Distillation for Lightweight Speech Interaction in Embedded Educational Robots

Yu Hao
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Adaptive Multi-Scale Image Stitching Using an Attention-Enhanced BiFPN With Contrast-Aware Optimization

Guiqiang Zhang, Huihui Han
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Improved YOLOv8s with Swin Transformer and Depthwise Convolutions for Small-Target Pepper Detection and Localization in Agricultural Robotics

Zhiyuan Tan, Jianneng Chen, Chuanyu Wu, Leiying He, Kun Yao
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Frog-Leaping Search-Optimized BiLSTM-Attention Network with GNN for News Hotspot Prediction and Dissemination Path Optimization

Andi Dai
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Dynamic Elderly Care Resource Allocation using SHBM-Tuned Deep Q-Networks (SHBM-RDQN) Hua

Hua Jiang
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Dynamic Sub-Model Aggregation and Clustering for Intelligence Data via Hierarchical Federated Learning with Pre-Training

Jianfeng Wang, Lin Ma, Xinyan Pei, Ruonan Shi, Qi Jing, Chen Yang
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SEH-ConGAN: A Scalable GAN-based Framework for Robot-Assisted Automation in Animation Production

Hongping Tang
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Hybrid Panel Data Forecasting for Coastal Flood Hazard Assessment: A Spatial Data Mining Approach Using Exponential Smoothing and Neural Networks

Dimara Kusuma Hakim, Rahmat Gernowo, Anang Widhi Nirwansyah
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AI-SLMS: An AI-Integrated Framework for Predictive Maintenance, Intelligent Scheduling, and Access Control in University Laboratory Management Systems

Bingcan Wang, Jin Zhang
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Adaptive Multidimensional Fusion Network with Dynamic Decision Trees for Financial Market Trend Forecasting

Sheng Wang, Jing Wu
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AE-LSTM-Based Multimodal Sensing System for Real-Time Monitoring of Children’s Play Behavior on Edge Devices

Yuexing Li, Xiaojia Shen, Ye Yang
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GAN-Based Model for Multi-Instrument Collaborative Music Generation Using Deep Learning

Yuanhang Lin
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Microsimulation-Based Evaluation of Fixed-Time and Vehicle-Actuated Traffic Signal Control Strategies Using PTV Vissim in an Urban Corridor

Veranda Syla, Algenti Lala
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Cardiovascular Disease Prediction via Hybrid SVM–SMOTE and Sparse Autoencoder Feature Reduction with Deep MLP Classification

Zaid Alaa, Ali Sabah
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Dynamic BERT-Reinforcement Learning Model for Intent Recognition in Medical Dialogue Systems

Chunjun Cheng, Shui Cao, Guangyan Tang, Fang Ma, Di Cui
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Dual-Channel Convolutional Neural Network with Mask Guidance for Digital Media Image Super-Resolution

Qian Song
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Spatial-Temporal Graph Convolutional Network for Fault Diagnosis in Weak Electrical Systems

Jing Shen, Chi Wu, Yizong Dai
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GA-BPNN-Based Multi-objective Optimization Framework for Synchronous Grouting in Shield Tunneling

Kexiong Wu, Yongyong Chen, Hongyan Pan
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A CNN-LSTM-Attention-Based Decision Support Model for Land Use and Agricultural Investment Optimization

Siping Huang
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TriFactNet: A Multi-Modal Neural Architecture for Fake News Detection Using Text, Source Credibility, and Stance

Jeena Joseph
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A Transformer-CNN-SVM Based Architecture for Legal Risk Assessment in Data Privacy Infringements

Xiaochen Yang
- PDF
DualSecure Key Exchange (DSKE): A Hybrid ECDH-SIDH Protocol for Post-Quantum Cryptography

Veera Reddy Dasari, Padmaja Madugula,
- PDF

Vol. 50 No. 5 (2026): Online-only issue

Kernel‐PCA + RBM Feature Extraction with Optimised Naïve Bayes for Intrusion Detection in Impaired Wireless Sensor Networks

Leveraging Local and Global Features: A CNN-Transformer Hybrid for fMRI-Based Autism Diagnosis

A Hybrid LSTM-Prophet Model for Sales Forecasting and Inventory Optimization in E-Commerce Time Series

EdgeRopeNet: Lightweight Neural Network for Real-Time Wire Rope Tension Monitoring Using FBG Sensors in Edge-Fog Mining Systems

Physics-Informed Cold Diffusion Framework with Time-Conditioned U-Net for Multi-Coil Brain MRI Reconstruction

DCNN-FLAME: A Dual-Supervised Style Transfer-Based Method for 3D Animated Character Expression Reconstruction

AIRADL: A Deep Learning-Based Framework for Multimodal Physiological and Biomechanical Injury Risk Classification in Athletes

A Multi-layer Deep Learning Framework for Real-Time Fault Detection and RUL Prediction in Avionics Systems

Multi-Teacher Knowledge Distillation for Lightweight Speech Interaction in Embedded Educational Robots

Adaptive Multi-Scale Image Stitching Using an Attention-Enhanced BiFPN With Contrast-Aware Optimization

Improved YOLOv8s with Swin Transformer and Depthwise Convolutions for Small-Target Pepper Detection and Localization in Agricultural Robotics

Frog-Leaping Search-Optimized BiLSTM-Attention Network with GNN for News Hotspot Prediction and Dissemination Path Optimization

Dynamic Elderly Care Resource Allocation using SHBM-Tuned Deep Q-Networks (SHBM-RDQN) Hua

Dynamic Sub-Model Aggregation and Clustering for Intelligence Data via Hierarchical Federated Learning with Pre-Training

SEH-ConGAN: A Scalable GAN-based Framework for Robot-Assisted Automation in Animation Production

Hybrid Panel Data Forecasting for Coastal Flood Hazard Assessment: A Spatial Data Mining Approach Using Exponential Smoothing and Neural Networks

AI-SLMS: An AI-Integrated Framework for Predictive Maintenance, Intelligent Scheduling, and Access Control in University Laboratory Management Systems

Adaptive Multidimensional Fusion Network with Dynamic Decision Trees for Financial Market Trend Forecasting

AE-LSTM-Based Multimodal Sensing System for Real-Time Monitoring of Children’s Play Behavior on Edge Devices

GAN-Based Model for Multi-Instrument Collaborative Music Generation Using Deep Learning

Microsimulation-Based Evaluation of Fixed-Time and Vehicle-Actuated Traffic Signal Control Strategies Using PTV Vissim in an Urban Corridor

Cardiovascular Disease Prediction via Hybrid SVM–SMOTE and Sparse Autoencoder Feature Reduction with Deep MLP Classification

Dynamic BERT-Reinforcement Learning Model for Intent Recognition in Medical Dialogue Systems

Dual-Channel Convolutional Neural Network with Mask Guidance for Digital Media Image Super-Resolution

Spatial-Temporal Graph Convolutional Network for Fault Diagnosis in Weak Electrical Systems

GA-BPNN-Based Multi-objective Optimization Framework for Synchronous Grouting in Shield Tunneling

A CNN-LSTM-Attention-Based Decision Support Model for Land Use and Agricultural Investment Optimization

TriFactNet: A Multi-Modal Neural Architecture for Fake News Detection Using Text, Source Credibility, and Stance

A Transformer-CNN-SVM Based Architecture for Legal Risk Assessment in Data Privacy Infringements

DualSecure Key Exchange (DSKE): A Hybrid ECDH-SIDH Protocol for Post-Quantum Cryptography

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