Faculty

師資成員

林慶昇 副教授 Ching-Sheng Lin

數位創新碩士學位學程專任教師

E-mail

cslin612@thu.edu.tw

研究專長

智慧製造

人工智慧與應用

自然語言處理與理解

最高學歷

美國紐約州立大學電腦科學博士

期刊論文

  1. Lin, C. S.*, & Hsieh, H. Y. (2022). An Automatic Defect Detection System for Synthetic Shuttlecocks Using Transformer Model. IEEE Access, 10, 37412-37421. (SCI)
  2. Jwo, J. S., Lee, C. H., & Lin, C. S*. (2022). Data Twin-Driven Cyber-Physical Factory for Smart Manufacturing. Sensors, 22(8), 2821. (SCI)
  3. Jwo, J. S., Lin, C. S.*, & Lee, C. H. (2021). An Interactive Dashboard Using a Virtual Assistant for Visualizing Smart Manufacturing. Mobile Information Systems, 2021. (SCI)
  4. Jwo, J. S., Lin, C. S.*, & Lee, C. H. (2021). Smart technology–driven aspects for human-in-the-loop smart manufacturing. The International Journal of Advanced Manufacturing Technology, 114(5), 1741-1752. (SCI)
  5. Jwo, J. S., Lin, C. S.*, Lee, C. H., & Wang, C. (2021). A lightweight application for reading digital measurement and inputting condition assessment in manufacturing industry. Mobile Information Systems, 2021. (SCI)
  6. Lin, C. S.*, Jwo, J. S., & Lee, C. H. (2021). A Neural N-Gram-Based Classifier for Chinese Clinical Named Entity Recognition. Applied Sciences, 11(18), 8682. (SCI)
  7. Jwo, J. S., Lin, C. S., Lee, C. H., Zhang, L., & Huang, S. M. (2021). Intelligent system for railway wheelset press-fit inspection using deep learning. Applied Sciences 11(17), 8243. (SCI)
  8. Jwo, J. S., Lin, C. S.*, Lee, C. H., & Lo, Y. C. (2020). An Empirical Investigation of Transfer Effects for Reinforcement Learning. Computational Intelligence and Neuroscience 2020. (SCI)
  9. Lin, C. S.*, Jwo, J. S., Lee, C. H., & Lo, Y. C. (2020). Empirical explorations of strategic reinforcement learning: a case study in the sorting problem. Proceedings of the Estonian Academy of Sciences 69(3). (SCI)
  10. Lee, C. H., Jwo, J. S., Hsieh, H. Y., & Lin, C. S. (2020). An intelligent system for grinding wheel condition monitoring based on machining sound and deep learning. IEEE Access, 8, 58279-58289. (SCI)

會議論文

  1. Yeh, T. C., Chen, H. C., Jwo, J. S., Lin, C. S.*, & Lee, C. H. (2020, September). A Data Concept Map for the Data Driven Enterprise Using Smart Technologies. In Proceedings of the 2020 3rd International Conference on Big Data Technologies (pp. 32-35).
  2. Lee, C. H., Jwo, J. S., & Lin, C. S.(2020) DESIGNING AN INNOVATIVE TEACHING METHOD TO IMPROVE NON-CS MAJORS’ PROGRAMMING EXPERIENCES, INTED2020 Proceedings, pp. 1965-1971.
  3. Lee, C. H., Jwo, J. S., & Lin, C. S. (2020). Development of Flowchart-based Programming Tool for Non-CS Majors. In Education and Awareness of Sustainability: Proceedings of the 3rd Eurasian Conference on Educational Innovation 2020 (ECEI 2020) (pp. 307-310).

主持人

序號計 畫 名 稱計畫所屬機構角 色申請年度
1  使用非平行語料庫的聯合生成對抗網路於標題產生與自動摘要 科技部主持人110
2  全國智慧製造大數據分析競賽計畫—子計畫一教育部主持人111

共同主持人

序號計 畫 名 稱計畫所屬機構角 色申請年度
1  虛實整合工廠—基於數據孿生的智慧製造 (1/2)科技部共同主持人110
2  以非資訊領域學生為核心之入門程式語言的教學設計教育部共同主持人110
3  運用人工智慧與互動設計於航太智慧製造 (漢翔航空)產學案共同主持人109
4  智慧機械軟體工程教育訓練與輔導產學合作 (PMC)產學案共同主持人108
序號作  者書  名ISBN出版社出版年
1李政雄、林慶昇、陳仕偉
廖彥法、林正基、周忠信
AIoT應用軟體開發實務9789865514723 (EPUB)  城邦文化出版  研華文教基金會策畫110