Volume 10, Number 4
1.


Cheng-Yuan Liu*, Abubaker Wahaballa
Secure and Verifiable CNN-oriented Face Template Protection
Journal of Network Intelligence, Vol. 10, No. 4, pp. 1942-1952, November 2025.

2.


Yifan Suo, Chia-Hung Wang, Trong-The Nguyen*, Kun Hu, Jiongbiao Cai, Qing Ye
Enhanced Resource Optimization for Vehicle Routing Problems with Time Windows Using A Hybrid SSA-ALNS Algorithm
Journal of Network Intelligence, Vol. 10, No. 4, pp. 1953-1987, November 2025.

3.


Cuiwei Peng, Jun Ke, Zhengming Li, Huiwu Huang*, Jiahui Chen
Towards Federated Learning with Noisy Labels via Mix-up Prediction and Contrastive Learning
Journal of Network Intelligence, Vol. 10, No. 4, pp. 1988-2002, November 2025.

4.


Tien-Wen Sung, Zheng-Jiang Xiao*, Qingjun Fang, You-Te Lu, Thi-Minh-Phuong Ha
Super-resolution of UAV Images Based on Improved Generative Adversarial Networks
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2003-2019, November 2025.

5.


Hui-Yan Zhao*, Zhou-Xiang Zhen
Optimization of Knowledge Graph Relational Reasoning Algorithm Based on Graph Neural Networks
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2020-2032, November 2025.

6.


Yi-Ran Zhang*, Yu-Han Wang
A Study on Music Genre Classification Model Based on Convolutional Neural Network and Transfer Learning
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2033-2045, November 2025.

7.


Liang Zhao, Zhi-Ming Wang*, Mei-Shan Zhong, Ze-Jie Tan, Zhao-Hui Hu, Ting-Wen Yu
Intrusion Detection Method for Intelligent Measurement Systems Based on Machine Learning
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2046-2064, November 2025.

8.


Tao Xue*, Sang-Yu Tsai,
Intelligent Information Management of University Books Based on Clustering and Extreme Learning Machine
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2065-2077, November 2025.

9.


Jin-Xiang Peng, Li Zhang*, Shao-Qiang Ye,
Hadoop Enterprise Production Task Scheduling Based on QoS Constraints and Frog Hopping Algorithm
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2078-2091, November 2025.

10.


Li-Xin Chen*, Qiang Li, Samuel Awuah
A Data-Driven Study on Monitoring and Assessment of Psychological Stress in Athletes’ Training
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2092-2108, November 2025.

11.


Wen-Li Cheng, Shao-Chi Li*, Zhu-Wang Tsai,
Convention Visitor Flow Prediction Based on Spatio-Temporal Graph Neural Network
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2109-2122, November 2025.

12.


Jun-Feng Wang, Gang-Yi Ding, Yu-Gang Li, Fu-Quan Zhang*,
Modeling and Application of Performance Optimization for Parallel Algorithms
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2123-2136, November 2025.

13.


Jian Sun, Qing-Bing Sang*, Zhi-Xuan Chang,
Support Vector Machine-based Optimization of Human-Machine Friendly Interactive Interfaces for Products
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2137-2152, November 2025.

14.


Yu-Wen Li*, Yu-Han Wang,
A Bimodal Music Genre Classification Model Based on Convolutional Attention Mechanisms
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2153-2165, November 2025.

15.


Hao Cheng*, Bo Tang, Zhao-Heng Jin,
Corporate Financial Crisis Early Warning Based on Integrated Learning and Genetic Algorithm in Big Data Environment
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2166-2179, November 2025.

16.


Yang Zhang*, Dong Kang, Jose Lin,
Study on the Control Strategy of Tracking Wind Power Scheduled Output by Energy Storage System
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2180-2193, November 2025.

17.


Ming-Xia Yang, Zhi-Hong Hou*, Ying Lv,
Identification of Psychological Stressors in Athletes Based on Improved Fuzzy C-mean Clustering
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2194-2207, November 2025.

18.


Jin-Ling Yang*, Shi-Wei Xue, An-Hong Wang, Jin-Liang Cao, Lin Li, Jing Yu,
An Improved YOLOv8 Algorithm for Detecting Small Targets in UAV Aerial Images
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2208-2223, November 2025.

19.


Meng Lu, Yang Wang*, Yun-Fei Zhu,
Track and Field Training Behavior Monitoring Based on Conjugate Material Smart Sensors and Neural Networks
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2224-2236, November 2025.

20.


Wei-Wei Li, Ling Shi*, Li-Xin Chen,
Emotion Description Model Based on Speech Emotion Recognition for Museum Digital Exhibition Human-Computer Interaction
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2237-2253, November 2025.

21.


An-Lin Liu*, Jia-Lei Zhao, Lei-Gang Wang, Chu-Yi Soong,
Injection Molding Process Optimization Based on Weighted Optimization Twin Network
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2254-2268, November 2025.

22.


June Xu*,
Sentiment Analysis of Student Comment Text on Online Education Platforms Using a Hybrid GRU-FCM Model
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2269-2283, November 2025.

23.


Ying Xu,
Visual Communication Based on Multi-label Classification: Boosting Design Creativity with the Digital Tool Procreate
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2284-2297, November 2025.

24.


Ming-Lan Sui*, Chia-Huei Wu,
Analysis of the Complexity of College Students’ Online Ideological and Public Opinion Based on Multimodal Deep Learning
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2298-2311, November 2025.

25.


Dao-Fu Yuan, Jian-Jun Huang*, Lang-Tao Yu,
Research on the Career Personality of College Students Based on Machine Learning Model
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2312-2324, November 2025.

26.


Aidong Xu, Jinran Du, Tao Dai, Peiming Xu, Zhuowei Wang, Jiahui Chen*,
An Enhanced Deep-Learning Model for Cyberattack Identification
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2325-2340, November 2025.

27.


Qian Zhao*, Tian-Li Yu,
Research on Consumer Churn Prediction Based on Sentiment Analysis of Product Reviews
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2341-2352, November 2025.

28.


Yuan-Yuan Huang*, Xiao-Fei Tong, Jian Liu,
Knowledge Sharing Behavior of English Learning Based on Knowledge Graph in Social Network Environment
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2353-2365, November 2025.

29.


Bing-Rui Ren*, Benjamin Thomas Johnson,
A Study on Chinese Semantic Role Annotation Based on Bidirectional LSTM Neural Networks
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2366-2378, November 2025.

30.


Li-Juan Zhao*, Hai Liu,
Exploration and Application of Probabilistic Trust Domain Methods in Bayesian Optimization
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2379-2392, November 2025.

31.


Cong-Cong Meng*, Hai-Long Liu, Kan Huang,
Inversion of Surrounding Rock Creep Parameters Based on Improved Echo State Network
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2393-2410, November 2025.

32.


Xu-Ran Zhang*, Yan-Min Li,
Online Public Opinion Evaluation of Governmental Public Events Based on Deep Neural Networks with Multi-criteria Decision Making
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2411-2426, November 2025.

33.


Li-Juan Luan*, Tao Jiang, Da-Wei Sun,
Intelligent Recommendation of Learning Resources Based on Kernel Canonical Correlation Analysis and Deep RBM
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2427-2439, November 2025.

34.


Yuan-Yuan Li*, Shan-Shan Xu,
Deep Learning-based English Speech Recognition and Pronunciation Quality Evaluation
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2440-2455, November 2025.

35.


Zeng-Chao Wang*, Ming Su, Feng Hao, Zi-Han Li, Ke-Feng Li, Yu-Qi Zhao, Dong-Liang Wang, Tien-Hen Sung,
Scheduling Optimization Scheme Based on Genetic Algorithm for Integrated System of Inspection, Storage and Distribution of Electric Power Materials
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2456-2469, November 2025.

36.


Jui-Teng Chen, Tian-You Xue*, Kuo-Lung Yu, Yun-Ming Chang, Yi-Jui Chiu,
Integrating Machine Learning and Morphogenetic Approach to Evaluate Constructivist Education Theory: A Sample of Chinese Teacher Education Trainees
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2470-2498, November 2025.

37.


Xi-Hong Wang, Jin-Mei Zhan*, She-Lei Li,
Mobile Edge Computing Resource Optimization Method Based on Improved Firefly Optimization Algorithm
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2499-2512, November 2025.

38.


Yong-Kang Ding, Yang Wang*, Yun-Fei Zhu,
Feature Selection and Machine Learning Based Fatigue Detection for Track and Field Training
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2513-2526, November 2025.

39.


Rong Hu, De-Qu Chen, Ming Zhang, Long-Zheng Cai*,
Feature Selection Strategies and Their Application in the Prediction of Intrusion Detection
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2527-2549, November 2025.

40.


Wang Ting∗, Zhou Xiang Zhen
Product Design Structure Optimization Based on Improved SOM Clustering
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2550-2561, November 2025.

41.


Yan Li, Weiguo Huang*, Thanh- Nghia Nguyen, Thanh- Tuan Nguyen*,
Adaptive Learning Optimization for English Proficiency Using PSO
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2562-2580, November 2025.

42.


Min-Juan Liu∗, Xi-Zhi Zhang, He-Ling Cao, Kuang Jing,
Hierarchical Clustering and Key Rule Based Fuzzy Random Mining Algorithm for Big Data
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2581-2593, November 2025.

43.


Jing-Jing Lv, Yan-Ru Chen∗, Ji-Hui Fan,
An Adaptive Learning Path Intelligence Recommendation Model for Vocational Competency Education
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2594-2607, November 2025.

44.


Shu-Chuan Chu, Zhi-Yuan Shao, Jeng-Shyang Pan∗,
Food digestion algorithm: A novel optimization algorithm
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2608-2620, November 2025.

45.


Song-Yang Wu*, Fu-Min Zou, Zhao-Yi Zhou, Ting Ye,
Research on Trajectory Detection and Repair Based on ETC Data
Journal of Network Intelligence, Vol. 10, No. 4, pp. 2621-2635, November 2025.