A. 期刊論文 1. Wang, C. C., Ye, T. Y., & Chien, C. H. (2026). Evidence-driven event-triggered closed-loop decision-support architecture for real-time weight stabilization in ic-tray injection molding. The International Journal of Advanced Manufacturing Technology, 1-23. |
| 2. Wang, C. C., Shen, H. G., & Chien, C. H. (2026). Cold-start quality prediction in multi-machine manufacturing systems via weak-consistency data fusion with human-in-the-loop learning. The International Journal of Advanced Manufacturing Technology, 143(3), |
| 3. Wang, C. C., & Chien, C. H. (2025). Machine Learning for Industrial Optimization and Predictive Control: A Patent-Based Perspective with a Focus on Taiwan’s High-Tech Manufacturing. Processes, 13(7), 2256. |
| 4. Chien, C. H., & Trappey, A. J. (2025). Human-AI cooperative generative adversarial network (GAN) for quality predictions of small-batch product series. Advanced Engineering Informatics, 65, 103327. |
| 5. Chien, C. H*., Trappey, A. J., & Wang, C. C. (2023). ARIMA-AdaBoost hybrid approach for product quality prediction in advanced transformer
manufacturing. Advanced Engineering Informatics, 57, 102055. |
| 6. Wang, C. C., Chang, H. T., & Chien, C. H. (2022). Hybrid LSTM-ARMA demand-forecasting model based on error compensation for integrated circuit tray manufacturing. Mathematics, 10(13), 2158. |
| 7. Chien, C. H., Chen, P. Y., Trappey, A. J., & Trappey, C. V. (2022). Intelligent Supply Chain Management Modules Enabling Advanced Manufacturing for the Electric‐Mechanical Equipment Industry. Complexity, 2022(1), 8221706. |
| 8. Chien-Chih Wang, Chun-Hua Chien*, and Amy J. C. Trappey (2021, Jul). On the application of ARIMA and LSTM to predict order demand based on
short lead time and on-time delivery requirements. Processes, 9(7), 1157. |
B. 會議論文 1. Chien-Chih Wang and Chun-Hua Chien*. Development of AI Virtual Metrology System for DMK Solvent Recovery Using Data Augmentation Techniques. The 14th Asia Conference on Mechanical and Materials Engineering (ACMME 2026). |
| 2. Chun-Hua Chien*, Amy J. C. Trappey , Chien-Chih Wang (2025, Nov). Hybrid Deep Learning Models for Quality Prediction in Small-Batch
Customized Transformer Manufacturing. Asia Pacific Industrial Engineering and Management Society (APIEMS 2025). |
| 3. Chien, C. H*., & Trappey, A. J. AdaBoost-Based Transfer Learning Approach for Highly-Customized Product Quality Prediction in Smart
Manufacturing. In Engineering For Social Change: Proceedings of the 31st ISTE International Conference on Transdisciplinar |
| 4. Trappey, A. J., & Chien, C. H*. Intelligent Product Quality Prediction for Highly Customized Complex Production Adopting
Ensemble Learning Model. In 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (pp. 4575-4580). IEEE. |
| 5. C.H. Chien*, Kevin L.K. Tua, H.J. Lina, A.J.C.Trappey. Integrated patent landscape analysis based on semiconductor infringement
landmark cases. Transdisciplinary Engineering 2022. |
| 6. Chien-Chih Wang, Chun-Hua Chien*. An empirical study for price prediction of iron raw material using machine learning techniques.
Asia Pacific Industrial Engineering And Management Systems.(APIEMS 2019).
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| 7. Chien-Chih Wang, Chun-Hua Chien* and Chia-Ying Li . An On-line SOH Prediction Model for Lithium-Ion batteries Using the
Mahalanobis Taguchi Technology (Best Paper Award). 3rd IEEE Eurasia Conference on Biomedical Engineering, Healthcare and Sustainability |
| 8. Chien-Chih Wang, Chun-Hua Chien*. Using human factor in exploring the cognitive differences of indoor pollution.. International
Conference on Industrial Engineering and Applications (ICIEA 2019). |