Vol. 50 No. 9 (2026): Online-only issue

Published: 03/12/2026

Two-Stage Anomaly Detection in Super High-Rise Fire Sensor Networks Using Low-Rank Completion and RV-GAN

Congyue Qi, Qinghua Tan, Ji Liao, Lijun Yuan
- pdf
Efficient Sparse Input Scene Reconstruction and Real-Time Rendering for VR Advertising Using Optimized NeRF Framework

Yujuan Tao, Minqi Li
- pdf
Hybrid Deep Q-Learning and Genetic Algorithm-Based Intelligent Agent Simulation Framework for Dynamic Distribution Network Optimization

Shipi Huang
- pdf
Exp-Bagging: A Validation-Based Exponential Weighting Strategy for Decision Tree Ensembles

Wanying Liang, Boyue Wang
- pdf
A Closed-Loop Financial Risk Prediction and Dynamic Control Framework Using Optimized Random Forests

Xuemei Guan, Guixian Tian
- pdf
DL-PRWarnNeuro: A Transformer-Based Deep Learning Framework for Multimodal Patient Deterioration Prediction in Neurological Intensive Care

Man Hua
- pdf
DBAS-SLSTM: A Multi-Sensor Fusion Approach for Real-Time Motion Attitude Error Detection and Correction

Zhongyi Ni
- pdf
A Multi-Task Framework for Intelligent Review and Semantic Consistency Detection in Scientific Project Documentation Using Large Language Models

Zehui Zhang, Qiang Yao, Jingman He, Bing Wen, Yuying Gong, Lin Zhou, Jian Wei
- pdf
Enterprise Financial Fraud Detection using GA-BPNN, Random Forest, and SVM with Multi-Modal Features

Jie Zhang
- pdf
Double Deep Q-Network with Experience Replay for Time Dependent Vehicle Routing Problem with Time Windows Under Historical Congestion Constraints Rina

Rina Refianti, Alifurrohman Alifurrohman, Eri Prasetyo Wibowo, Ina Siti Hasanah, Achmad Benny Mutiara
- pdf
Multi-Level CNN Feature Fusion from ResNet50 for Near-Duplicate Image Detection in Real Estate Imagery

Taras Panchenko, Artem Bozhok, Volodymyr Kubytskyi
- pdf
Semantic Completeness-Enhanced Transformer Architecture for Named Entity and Relation Extraction in Noun Predicate Sentences

Bing Yan
- pdf
ACMBP: An Adaptive Graph-Based Meta-Learning Framework for Cross-Modal Behavior Prediction from IoT and Social Media Streams

Xinzhu Pu, Yaqi Ren, Jing Liang
- pdf
A Big Data-Driven Psychological Early Warning System for College Students Using Multi-Channel Active Noise Reduction and Adaptive FxLMS Algorithms

Yuzhuo Xu, Qin Wang
- PDF
Spectral–Spatial Land Cover Mapping Using a Deep 3D Convolutional Neural Network on Hyperspectral Data

Assia Nouna, Soumaya Nouna, Ilyas Tammouch, Amal Badoui
- PDF
Hybrid Optimization and Machine Learning Models for IoT Intrusion Detection in Smart Homes

Shaoying LI
- pdf
PsyCrisCare: A Multimodal BERT–DNN Fusion with Hierarchical Classification for Student Psychological crisis risk Risk Prediction

Jing Gao
- pdf
A Data-Correlation and Load-Balancing-Based Optimization Framework for Metadata Migration in Distributed Storage Systems

Jingman He, Zehui Zhang, Jie Peng, Lin Zhou, Liwei Wang
- pdf
DDPG-Based Continuous Action Control for Hybrid Renewable Energy System Optimization in Multi-Energy Integrated Networks

Na Li, Changfeng Liu
- pdf
Deep Learning-Driven Framework for Automated Electromagnetic Modulation Identification and Optimization in IoT Networks

Peng Yan
- pdf
Deep Route Recommendation (DRR): A Context-Aware Attention-Based Deep Learning Framework for Personalized Travel Route Planning

Xizi Li, Laiyan Yun, Bozhou Chen
- pdf
Multiclass Classification of Retinal and Optic Nerve Disorders Using Time-Domain Features from Band-Separated PERG Signals

Sathees Kumar Nataraj
- pdf
Research on Academic Risk Identification and Early Warning System of College Students Based on Adversarial Transformer Model

Yan Wu
- pdf
SwarmShield: A Fully Decentralized Trust-Based Defense Against Adversarial Poisoning in Federated Learning

Cynara Justine, Sathyanarayanan Manamohan, Linu Shine, Jiji Victor Charangatt
- PDF
Performance Assessment of LSTM Networks for Short-Term Load Forecasting Based on Temporal Feature Engineering

Yin Zheng
- pdf
DCAGAT: A Graph Attention-Based Model with Reconstruction Regularization for Dollar-Cost Averaging Investment Prediction

Zhongli Lv
- pdf
Multi-Class Classification of Customer Complaints Using Convolutional LSTM and Neural Network Models

Jing Yi, Xiao Zeng
- pdf
Deep Learning-Based Multi-Classification of Alzheimer’s Disease Stages Using Fine-Tuned VGG19 and MLP on MRI Scans

Siham Amrouch, Ryma Guefrouchi, Islam Chabbi
- pdf
Hybrid Machine Learning Models for Predicting Energy Consumption in Residential Building Types Using Architectural Features

Xueli Chen, Ziru Zhang
- pdf

Vol. 50 No. 9 (2026): Online-only issue

Two-Stage Anomaly Detection in Super High-Rise Fire Sensor Networks Using Low-Rank Completion and RV-GAN

Efficient Sparse Input Scene Reconstruction and Real-Time Rendering for VR Advertising Using Optimized NeRF Framework

Hybrid Deep Q-Learning and Genetic Algorithm-Based Intelligent Agent Simulation Framework for Dynamic Distribution Network Optimization

Exp-Bagging: A Validation-Based Exponential Weighting Strategy for Decision Tree Ensembles

A Closed-Loop Financial Risk Prediction and Dynamic Control Framework Using Optimized Random Forests

DL-PRWarnNeuro: A Transformer-Based Deep Learning Framework for Multimodal Patient Deterioration Prediction in Neurological Intensive Care

DBAS-SLSTM: A Multi-Sensor Fusion Approach for Real-Time Motion Attitude Error Detection and Correction

A Multi-Task Framework for Intelligent Review and Semantic Consistency Detection in Scientific Project Documentation Using Large Language Models

Enterprise Financial Fraud Detection using GA-BPNN, Random Forest, and SVM with Multi-Modal Features

Double Deep Q-Network with Experience Replay for Time Dependent Vehicle Routing Problem with Time Windows Under Historical Congestion Constraints Rina

Multi-Level CNN Feature Fusion from ResNet50 for Near-Duplicate Image Detection in Real Estate Imagery

Semantic Completeness-Enhanced Transformer Architecture for Named Entity and Relation Extraction in Noun Predicate Sentences

ACMBP: An Adaptive Graph-Based Meta-Learning Framework for Cross-Modal Behavior Prediction from IoT and Social Media Streams

A Big Data-Driven Psychological Early Warning System for College Students Using Multi-Channel Active Noise Reduction and Adaptive FxLMS Algorithms

Spectral–Spatial Land Cover Mapping Using a Deep 3D Convolutional Neural Network on Hyperspectral Data

Hybrid Optimization and Machine Learning Models for IoT Intrusion Detection in Smart Homes

PsyCrisCare: A Multimodal BERT–DNN Fusion with Hierarchical Classification for Student Psychological crisis risk Risk Prediction

A Data-Correlation and Load-Balancing-Based Optimization Framework for Metadata Migration in Distributed Storage Systems

DDPG-Based Continuous Action Control for Hybrid Renewable Energy System Optimization in Multi-Energy Integrated Networks

Deep Learning-Driven Framework for Automated Electromagnetic Modulation Identification and Optimization in IoT Networks

Deep Route Recommendation (DRR): A Context-Aware Attention-Based Deep Learning Framework for Personalized Travel Route Planning

Multiclass Classification of Retinal and Optic Nerve Disorders Using Time-Domain Features from Band-Separated PERG Signals

Research on Academic Risk Identification and Early Warning System of College Students Based on Adversarial Transformer Model

SwarmShield: A Fully Decentralized Trust-Based Defense Against Adversarial Poisoning in Federated Learning

Performance Assessment of LSTM Networks for Short-Term Load Forecasting Based on Temporal Feature Engineering

DCAGAT: A Graph Attention-Based Model with Reconstruction Regularization for Dollar-Cost Averaging Investment Prediction

Multi-Class Classification of Customer Complaints Using Convolutional LSTM and Neural Network Models

Deep Learning-Based Multi-Classification of Alzheimer’s Disease Stages Using Fine-Tuned VGG19 and MLP on MRI Scans

Hybrid Machine Learning Models for Predicting Energy Consumption in Residential Building Types Using Architectural Features

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