On-line concurrent control chart pattern recognition using singular spectrum analysis and random forest. - Jing-Er Chiu; Cheng-Han Tsai (Comput. Ind. Eng., 2021)

A novel directional object detection method for piled objects using a hybrid region-based convolutional neural network. - Ming-Chuan Chiu; Ho-Yen Tsai; Jing-Er Chiu (Adv. Eng. Informatics, 2022)

On-line recognition of mixture control chart patterns using hybrid CNN and LSTM for auto-correlated processes. - Jing-Er Chiu; Shang-Zhi Fu (Comput. Ind. Eng., 2024)

Developing an explainable hybrid deep learning model in digital transformation: an empirical study. - Ming-Chuan Chiu; Yu-Hsiang Chiang; Jing-Er Chiu (J. Intell. Manuf., 2024)