Vol. 55 No. 1 (2026)

Published: 2026-03-25

Articles

Hierarchical Deep Learning with Nature-Inspired Optimization for Robust Network Intrusion Detection

He Li

1-19
- PDF
DIST-C-SEGAN: A Novel Distributed Dimension Reduction Neural Framework for Visual Data

Hongren Wang

20-40
- PDF
Enhanced Brain Tumor Image Segmentation Using U²-Net with Dual Attention Mechanisms

Yajie Zhang, Hea Choon Ngo, Yifan Zhang, Noor Fazilla Abd Yusof Yusof

41-53
- PDF
Improved Ant Colony Algorithm for Energy Storage Power Optimization in Multi-Power Distribution Networks

Kaipeng Li, Wenwen Zhang, Ping Yang

54-64
- PDF
Extraction of Film-Mulched Tobacco Fields and Estimation of Tobacco Planting Area Based on Deep Learning and High-Resolution Remote Sensing Images

Fenghua Huang, Ronggang Gao, Lin Wang, Qianyu Zhao, Guosheng Chi

65-85
- PDF
Tobacco Plant Counting Based on Improved YOLOv8 and UAV Remote Sensing Images

Changping Yang, Fenghua Huang

86-99
- PDF
Knowledge Distillation and Distribution Calibration for Few-Shot Object Detection

Qinghua Yang, Yan Tian, Tingting Xu, Zehua Wang, Jing Sun, Fangyuan He

100-124
- PDF
Complicated Scene Classification Using a Deep Active Learning Paradigm for Wetland Remote Sensing Analysis

Fenghua Huang, Qianyu Zhao

125-142
- PDF
Enhancing Fairness and Explainability in Student Performance Prediction Using Bias Mitigation Techniques

Na Hou, Hongyao Chen

143-165
- PDF
EGOOSE-LightGBM Model-Based Identity Recognition Using Cough Acoustic Signal Analysis

Mingjian Zhang, Pengliang Zhu, Ru Tang

166-187
- PDF
Multimodal Large Language Model for Gloss-Free Video Sign Language Translation

Rong Guo, Xiaohui Hu, Taiying Peng, Yao Du

188-203
- PDF
Multiclass Fetal Abnormality Detection Using Ensemble Deep Learning Techniques

R. Ramya, M. Krishnamoorthi

204-221
- PDF
ID-RTDETR: An Efficient Cross-Scale Fusion Algorithm for Insulator Detection

Xipeng Zhang, Heng Chen, Chen Zhang

222-242
- PDF
MP-Transformer: A Hybrid Model Integrating Multi-Period ARIMA and Dynamically Gated Attention for Time-Series Forecasting

Yunlong Shi, Weijie Zhou

243-256
- PDF
Obstacle Avoidance Path Planning and Robust Tracking Control of Quadrotor UAVs under Uncertain Disturbances

Kaiwen Yang, Shihong Zhu, Jiahui Ren, Zhenchao Yang

257-279
- PDF
Image Style Transfer for Visual Design Using StarGANv2 and Attention Mechanism

Maishuang Sun, Xueying Peng

280-297
- PDF
CogniRAG: Integrating Causal Hyperedges and Counterfactual Reasoning for Knowledge-Intensive Tasks

luoyao He

298-322
- PDF
Unsupervised CycleGAN-Based Model for Optimizing Depth-of-Field Effects in Photographic Image

Guopeng Sun, Yin Liu

323-339
- PDF
Research on Underground Coal Mine Object Detection Based on Image Enhancement and YOLOv11

Sixu Yu

340-356
- PDF
Enhancing Public Affairs Text Classification via BERT-CNN-BiLSTM Feature Fusion

Xuhao Gao, Dezhi An, Guangli Wu, Yuxi Chen

357-378
- PDF

Vol. 55 No. 1 (2026)

Articles

Hierarchical Deep Learning with Nature-Inspired Optimization for Robust Network Intrusion Detection

DIST-C-SEGAN: A Novel Distributed Dimension Reduction Neural Framework for Visual Data

Enhanced Brain Tumor Image Segmentation Using U²-Net with Dual Attention Mechanisms

Improved Ant Colony Algorithm for Energy Storage Power Optimization in Multi-Power Distribution Networks

Extraction of Film-Mulched Tobacco Fields and Estimation of Tobacco Planting Area Based on Deep Learning and High-Resolution Remote Sensing Images

Tobacco Plant Counting Based on Improved YOLOv8 and UAV Remote Sensing Images

Knowledge Distillation and Distribution Calibration for Few-Shot Object Detection

Complicated Scene Classification Using a Deep Active Learning Paradigm for Wetland Remote Sensing Analysis

Enhancing Fairness and Explainability in Student Performance Prediction Using Bias Mitigation Techniques

EGOOSE-LightGBM Model-Based Identity Recognition Using Cough Acoustic Signal Analysis

Multimodal Large Language Model for Gloss-Free Video Sign Language Translation

Multiclass Fetal Abnormality Detection Using Ensemble Deep Learning Techniques

ID-RTDETR: An Efficient Cross-Scale Fusion Algorithm for Insulator Detection

MP-Transformer: A Hybrid Model Integrating Multi-Period ARIMA and Dynamically Gated Attention for Time-Series Forecasting

Obstacle Avoidance Path Planning and Robust Tracking Control of Quadrotor UAVs under Uncertain Disturbances

Image Style Transfer for Visual Design Using StarGANv2 and Attention Mechanism

CogniRAG: Integrating Causal Hyperedges and Counterfactual Reasoning for Knowledge-Intensive Tasks

Unsupervised CycleGAN-Based Model for Optimizing Depth-of-Field Effects in Photographic Image

Research on Underground Coal Mine Object Detection Based on Image Enhancement and YOLOv11

Enhancing Public Affairs Text Classification via BERT-CNN-BiLSTM Feature Fusion

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