Journal

2026

1. Wang, C. C., Ye, T. Y., & Chien, C. H*. 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, Chien-Chih, Shen, Hong-Gu, and Chien, Chun-Hua*. 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, 1-18.

2025

1. Chien-Chih Wang & Chun-Hua Chien*. 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.

2. CH Chien*, AJC Trappey. Human-AI cooperative generative adversarial network (GAN) for quality predictions of small-batch product series.

Advanced Engineering Informatics, 65, 103327.

1. 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.

2. 樊晉源、張瑞芬、簡均樺*、蘇怡安、巫胤璇、李旺蒼（2023年04月）。探索智慧商業數位轉型之現況與趨勢-以智慧零售為例。管理與系統，第三十卷，第二

期，第197-227頁 (TSSCI)。本人為通訊作者。

1. Wang,C.C., Chang,H.T., Chien,C.H*. Hybrid LSTM-ARMA Demand-Forecasting Model Based on Error Compensation for Integrated

Circuit Tray Manufacturing.. Mathematics, 10(13), 2158.

2. 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.

1. 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.

1. 王建智、簡均樺*。探討室內污染於認知差異之研究。臺東大學綠色科學學刊，第9卷第1期，第01-16頁。

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