第 36 卷 第 4 期　 Aug. 2025

1. A Metaheuristic Algorithm Based on Incomplete Differential Proportional-Integral-Derivative ControlXiao-Song Xia, Shao-Gan Ye, Liang Hou, and De-Hui Wu
2. A Long Term Transformer-based Spatiotemporal Graph Attention Network for Traffic Flow ForecastingLin Xiao and Hongchao Chen
3. Leveraging Causal Convolutional Neural Networks and Knowledge Matching for Enhanced Event Causality IdentificationRuizheng Wang and Bo Shen
4. The Application Analysis of Intelligent Technology in Long-Term Care: An Empirical Study of Elderly Care Institutions in TaiwanChia-Hui Hou and Yi-Hui Liu
5. Research on Polarized Image Fusion Algorithm Based on Image EnhancementChaoying Wang, Jianxin Li, Zhihong Wang, Jiajun Li, Hongxing Huang, and Lai Jiang
6. Global Feature Learning Based No-Reference Image Quality Assessment for Super ResolutionFan Yang, Xin-Yu Lin, and Tong Tang
7. YOLO-BiNWD: Small Object Detection Algorithm for Screen Defect Based on Improved YOLOv10Lin-Xing Jia, Yuan-Yuan Chen, Shao-Hui Zhang, Xuan-Xuan Liang, and Jia Lu
8. A Model for Perceiving Online Sentiment Risks in a Understandable Multimodal ContextFang Li, Yubin Qu, Chao Feng, and Xianzhen Dou
9. A Data-Driven Framework for Evaluating Positive Language Effects on Stock Volatility Using Text Analytics and Predictive ModellingYani Liu and Hua Zhang
10. BBA Agricultural Text Classification Model with Confrontation TrainingYi-Qun Wang, Dian Zhang, Jia-Jing Cheng, Yi-Long Liu, and Wen-Bai Chen
11. A LaMa-based Panoramic Image Restoration Framework for Enhanced Omnidirectional Obstacle Detection in Low-Altitude UAVsXiao-Yan Jiang, Khairul Hamimah Binti Abas, Wei Cui, Abdul Rashid Bin Husain, and Yue-Fan Zhao
12. A-IDFE: An Adaptive and Robust Deep Fingerprinting Framework for IoT Device IdentificationKang-Qian Huang, Xi-Jun Lin, Jia-Jun Liu, Ying-Kai Zheng, Xing-Wu Wang, and Ya-Li Gao
13. Research on Short-Term Power Load Forecasting Based on Quadratic Decomposition and SSA-TCN-BiGRULu-Lu Li, Tian Zhang, Jing-Qiu Tian, Rui-Lin Ji, Si-Ai Liu, and Bao-Hua Cheng
14. Design and Implementation of a Semantic IoT-based Intelligent Q&A System for Greenhouse Agriculture ManagementNing Ren, Jing-Bing Qiao, Shao-Kun Wu, Jian Wang, and Jun-Kai Zhang
15. Enhanced Multi-Sensor Fusion for SLAM in Unstructured Environments: A Robust Localization and Mapping Framework for Mobile RobotsHan Wang, Yu-Peng Li, and Jun-Xian Han
16. Multi-Parameter Optimization of Servo Control System for Lithium Battery Electrode Rolling Mill Based on an Improved NGSA AlgorithmLei Geng, Li Zhang, Rui Yuan, and Rui-Da He
17. Particle Swarm Optimization Fuzzy PID Control Strategy for Hydraulic System of Log-core Veneer LatheWei-Min Liu, Mei Han, Xin-Qian Fan, Juan Zhao, and Yan Zhou
18. Predicting Seismic Death using Boosted Random Forest with Ancillary DataYuan Ma and Jian-Ming Yu
19. Stamping Deformation Compensation and Multi-Parameter Process Optimization for Aluminum Alloy Profile Stamping DiesFeng Yang, Wen-Ya Shi, Li-Hua Hu, Sheng-Wu Kong, Tao Wang, and Hai-Tao Li
20. A Dual-Teacher and Multi-Scale Adversarial Example-Based Framework for Adversarial DistillationXiaoxuan Ma and Yao Xiao
21. Ensuring Reliability of Large-scale Charging Piles: An Efficient DRL-based SchemeTianlin Yang, Bing Xiang, Qingwen Han, Yao Li, Peijun Li, Ye Yang, Zihan Xu, and Qiuchen Yun
22. Examining the Effects of Online Travel Shopping on the Distribution of Travel Product InformationPin-Ju Juan