Volume 11, Number 1

Volume 11, Number 1

1.	Lei Gao∗, Yu-Han Wang Research on Music Intelligent Annotation Technology Based on Optimized Recurrent Neural Network Journal of Network Intelligence, Vol. 11, No. 1, pp. 1-13, February 2026.
2.	Xin Jing, Yang Wang∗, Yun-Fei Zhu Deep Neural Network-based Injury Prevention Modeling for Non-contact Track and Field Training Journal of Network Intelligence, Vol. 11, No. 1, pp. 14-26, February 2026.
3.	Jun-Yang Tian, Hai-Yong Li, Lian-Dian Jiang, Zi-Zheng Shen, Cong-Yun Wu, Yue Zhou, Jian Wang∗ Relay Protection Anomaly Diagnosis Based on Bayesian Optimization Multicore Extreme Learning Machine Journal of Network Intelligence, Vol. 11, No. 1, pp. 27-44, February 2026.
4.	Jia-Xin Zhao∗, Xiao-Tong Wang Multimodal City Image Short Video Recommendation Based on Graph Neural Network Journal of Network Intelligence, Vol. 11, No. 1, pp. 45-58, February 2026.
5.	Guo-Ming Zhang, Bao-Li Liu∗, Boris Kim Application and Performance Evaluation of Multi-Objective Trust Region Algorithms for Machine Learning Model Optimization Journal of Network Intelligence, Vol. 11, No. 1, pp. 59-72, February 2026.
6.	Mei-Chen Liu, Jie-Ru Huang∗, Hui-Ping Pan Deep Recommendation of Piano Music Based on Trust and Labeling Awareness Journal of Network Intelligence, Vol. 11, No. 1, pp. 73-86, February 2026.
7.	Yu Yuan∗, Chen Lixin Assessment of the Quality of Social Public Services from a Community Perspective Based on Deep Learning Models and Attention Mechanisms Journal of Network Intelligence, Vol. 11, No. 1, pp. 87-103, February 2026.
8.	Jian-Cong Wu∗, Xiang-Zhen Zhou Supervision of High Rise Building Construction Quality and Safety Status Based on Deep Learning Journal of Network Intelligence, Vol. 11, No. 1, pp. 104-117, February 2026.
9.	Ling-Yun Ding, Bao-Cheng Wang∗, Jin-Hui Zhu AI Recognition of Painting Art Styles Based on Metaheuristic Optimization Machine Learning Journal of Network Intelligence, Vol. 11, No. 1, pp. 118-135, February 2026.
10.	Ling Shi, Wei-Wei Li∗, Li-Xin Chen Recommendation of Huizhou Ancient Village Cultural Digital Resources Based on Location-based Social Networks and Attention Mechanisms Journal of Network Intelligence, Vol. 11, No. 1, pp. 136-149, February 2026.
11.	Cheng-Qiong Ye, Li-Qin Liu∗, Yun-Fei Zhu Optimization of Generative Adversarial Network Based on Game Theory Journal of Network Intelligence, Vol. 11, No. 1, pp. 150-162, February 2026.
12.	Liang Meng∗, Xin Liu, Ming Xie, Li-Na Chen and Jun-Hao Song Intrusion Risk Detection Model for Power Systems Based on Deep Neural Networks and Integrated Learning Journal of Network Intelligence, Vol. 11, No. 1, pp. 163-176, February 2026.
13.	Yue-E Yi∗, Peng Hu, Todd Stanislav Deep Learning-Based 3D Gesture Recognition: Spatial Feature Extraction and Random Forest Integration Journal of Network Intelligence, Vol. 11, No. 1, pp. 177-190, February 2026.
14.	Wen-Di Chen∗, Mu-Xian Liu, Zi-Jie Deng, Zhi-Bo Dong, Gui-Hua Liu Design of New Energy Access Terminal Signature Authentication Method Based on Deep Discriminant Representation Learning Journal of Network Intelligence, Vol. 11, No. 1, pp. 191-203, February 2026.
15.	Peng-Xiao Wang∗, Kuang Jing Recommendation of Sports Tourism Destinations Based on Spatio-Temporal Graph Attention Networks Journal of Network Intelligence, Vol. 11, No. 1, pp. 204-216, February 2026.
16.	Feng-Fan Xin,∗ Dong-Hua Zheng Intelligent Detection of Malicious APP Software Based on Fuzzy Neural Networks Journal of Network Intelligence, Vol. 11, No. 1, pp. 217-232, February 2026.
17.	Yun Long∗, Li-Xin Chen Research on Business English Text Clustering Based on Improved DBSCAN Algorithm Journal of Network Intelligence, Vol. 11, No. 1, pp. 233-246, February 2026.
18.	Cai-Feng Sun∗, Ling-Han Meng, Yi Zhang High-Dimensional Multi-Objective Lightweight Design of Commercial Vehicle Doors Journal of Network Intelligence, Vol. 11, No. 1, pp. 247-262, February 2026.
19.	Hui Li∗, Jia-Ping Yan Emotion Recognition for Short Text in AI-Assisted Vocational Education Teaching Process Journal of Network Intelligence, Vol. 11, No. 1, pp. 263-275, February 2026.
20.	Cong Wen∗, Shan-Shan Liu Automatic Classification of Legal Documents Assisted by Image Recognition Technology Journal of Network Intelligence, Vol. 11, No. 1, pp. 276-290, February 2026.
21.	Li Yuan, Fu-Rong Xiao∗, Dong-Mei Xu A Deep Learning Model-Based Approach to Predicting Mental Toughness in College Students Journal of Network Intelligence, Vol. 11, No. 1, pp. 291-305, February 2026.
22.	Xiao-Jiao Wang∗, Man-Feng Zhang Food Supply Chain Demand Forecasting Based on Empirical Modal Decomposition and Graph Neural Network Journal of Network Intelligence, Vol. 11, No. 1, pp. 306-319, February 2026.
23.	Jia-Ying Cai, Kai Liu∗, Rui-Hui Wu A Visual Communication Design Approach Based on Wavelet Transform and Deep Learning Journal of Network Intelligence, Vol. 11, No. 1, pp. 320-333, February 2026.
24.	Xiao-Qian Zong∗, Wang-Ling Jin Intelligent Home Control System Leveraging IoT and Deep Learning Technologies Journal of Network Intelligence, Vol. 11, No. 1, pp. 334-345, February 2026.
25.	Yong-Xin Yang, Xiao-Liang Dong, Chen-Ming Qu, Ya-Shan Feng∗, Shao-Long Yang, Jiang Li, Yue-Tong Liu Corrosion Potential Prediction of Medical Bio-Magnesium Alloys Based on Stacking Integrated Learning Journal of Network Intelligence, Vol. 11, No. 1, pp. 346-359, February 2026.
26.	Min-Juan Liu∗, Xi-Zhi Zhang, He-Ling Cao, Kuang Jing A Cross-Source Scheduling Method for Computer Heterogeneous Big Data Based on Improved Heuristic Algorithm Journal of Network Intelligence, Vol. 11, No. 1, pp. 360-374, February 2026.
27.	Tian-Feng Xu∗, Yi-Nuo Duan, Lin Su Accurate Recommendation of Hospital Online Diagnosis and Treatment Data Based on Big Data Logistic Regression Model Journal of Network Intelligence, Vol. 11, No. 1, pp. 375-387, February 2026.
28.	Liang-Liang Su∗, Xiao Sun Personalized Learning Path Recommendation for Preschool Education Based on Multimodal Learning and Data Analysis Journal of Network Intelligence, Vol. 11, No. 1, pp. 388-401, February 2026.
29.	Qingfang Li, Jun Li, Xu Li∗, Mingrong Li, Ruihui Wu Multimodal Emotion Analysis Based BERT and Self-attention Feature Fusion of Improved Inception Journal of Network Intelligence, Vol. 11, No. 1, pp. 402-416, February 2026.
30.	Meng Meng∗, Ze-Gang Lu, Hui-Long Song, Hui-Ping Pan Trace Element Detection of Rock Minerals Based on ICP-MS and Support Vector Machine Journal of Network Intelligence, Vol. 11, No. 1, pp. 417-430, February 2026.
31.	Yi-Fei Chen, Zheng-Kun Yan, Minghsun Yang∗, Jun-Hua Zhou Intelligent Retrieval and Storage Performance Improvement of Legal Documents Based on GraphRAG and SVM Journal of Network Intelligence, Vol. 11, No. 1, pp. 431-445, February 2026.
32.	Ke-Jia Wu, Tao Yin∗, Xiao-Qin Xu Recommendation of Personalised English Learning Resources Based on Transfer Learning and Semantic Analysis Journal of Network Intelligence, Vol. 11, No. 1, pp. 446-460, February 2026.
33.	Tingyu Luan, Xiaoguang Chen∗, Fengxia Zhang, Wei Liang Automatic Detection Method of a Multi-Language Recognition System Based on Artificial Intelligence Embedded Technology Journal of Network Intelligence, Vol. 11, No. 1, pp. 461-475, February 2026.
34.	Meng Wang, Tao He, Hong-Xia Lv, Miao-Miao Lv, Guang-Zhi Lu∗ Collaborative Optimization of Heavy and Empty Car Flows in Heavy-Haul Railways Considering Reverse Cargo Transportation Journal of Network Intelligence, Vol. 11, No. 1, pp. 476-496, February 2026.
35.	Zi-Yang Lin∗, Fu-Min Zou, Ze-Rong Hu Real Time Prediction of in Transit Vehicle Locations Based on the Electronic Toll Collection Data Journal of Network Intelligence, Vol. 11, No. 1, pp. 497-511, February 2026.
36.	Chen-Xia Wang, Ling-Ping Kong, Lin-Lin Tang∗ A 3D Object Detection Strategy Based on NeRF in the Field of Autonomous Driving Journal of Network Intelligence, Vol. 11, No. 1, pp. 512-521, February 2026.
37.	Jin Han∗, Mei-Juan Zheng, Nai-Ke Shi∗ STD-PCB: Small Object Detection Algorithm For PCB Defects Journal of Network Intelligence, Vol. 11, No. 1, pp. 522-537, February 2026.
38.	Rong Hu, Ming Zhang, Dequ Chen, Yong Xu∗ An Adaptive Ensemble YOLOX Model Traffic Sign Detection and Recognition Journal of Network Intelligence, Vol. 11, No. 1, pp. 538-559, February 2026.
39.	Jin-Ling Yang∗, Lei-Lei Chen, An-Hong Wang, Lin Li, Lin-Jian Chen, Jun-Hui Hou Substation Equipment Defect Detection Based on Attention Mechanism and Multi-Scale Feature Fusion Journal of Network Intelligence, Vol. 11, No. 1, pp. 560-572, February 2026.
40.	De-Yang Zhang, Ao-Jie Tan, Shu-Tang Liu, Hao-Yi Fan, Qiong Wu, Fu-Quan Zhang∗ Deep Embedding across Node and Edge for Graph Anomaly Detection Journal of Network Intelligence, Vol. 11, No. 1, pp. 573-588, February 2026.
41.	Jiehuang Chen, Tiancong Zhang∗, Wenbing Zheng, Wei Chen, Tien-Szu Pan MHM-based Reversible Data Hiding with Adaptive Feature Selection Journal of Network Intelligence, Vol. 11, No. 1, pp. 589-597, February 2026.
42.	Yan-ming Lu, Rang Zhou∗, Hu Xiong A Fine-Grained Access Control Scheme for Multi-Authority under the Group IoV Journal of Network Intelligence, Vol. 11, No. 1, pp. 598-610, February 2026.
43.	Wei-Dong Fang, Ling-Zhi Li∗, Jeng-Shyang Pan, Hao Lv, Han-Lin Chen A Novel Dual Attention Network Approach for Ultra-Short-Term Charging Load Prediction of Electric Vehicle Journal of Network Intelligence, Vol. 11, No. 1, pp. 611-623, February 2026.
44.	Hui-Qun Hong, Jeng-Shyang Pan∗, Nian He, Feng-Hua Huang, Jian-Bin Zhai An Improved Lightweight Pear Leaf Disease Detection Algorithm Based on YOLO11 Journal of Network Intelligence, Vol. 11, No. 1, pp. 624-639, February 2026.
45.	Mengfei Chen∗, Zhenyu Liu, Zhenlin Zhai Deep Image Steganalysis Network via Pulse-aware Excitation and Multi-level Feature Fusion for IIoT Journal of Network Intelligence, Vol. 11, No. 1, pp. 640-654, February 2026.
46.	Haijun Lian, Jianxing Li∗, Zhenyu Liu, Mengfei Chen, Rongkun Ye, Junzo Watada An Improved YOLOv11-Based Algorithm for Defect Detection in Radial Tire X-ray Images Journal of Network Intelligence, Vol. 11, No. 1, pp. 655-673, February 2026.