Faculty

師資成員

李政雄 Cheng-Hsiung Lee

副教授兼學程主任


E-mail

hsiung@thu.edu.tw


研究領域

數據分析與創新應用
電腦視覺與圖形識別
智慧機械與智慧製造


最高學歷

國立中興大學資訊科學與工程學系博士


網站

https://resume.thu.edu.tw/portfolio/main/hsiung/B00

期刊論文

Google學術檔案

  1. Lin, C. S., Tsai, C. N., Jwo, J. S., Lee, C. H., & Wang, X. (2024). Heterogeneous Student Knowledge Distillation From BERT Using a Lightweight Ensemble Framework. IEEE Access, 12, 33079-33088. (SCI)
  2. Jwo, J. S., Lee, C. H., Chen, J. T., Lin, C. S., Lin, C. Y., Cheng, W. K., … & King, J. K. (2023). Application of Tabu Search for Job Shop Scheduling Based on Manufacturing Order Swapping. Engineering Proceedings, 55(1), 51. (SCI)
  3. Lin, C. S., Tsai, C. N., Su, S. T., Jwo, J. S., Lee, C. H., & Wang, X. (2023). Predictive prompts with joint training of large language models for explainable recommendation. Mathematics, 11 (20), 4230. (SCI)
  4. Lin, C. S., Jwo, J. S., Lee, C. H., & Hsieh, T. F. (2022). Generative Adversarial Network for Joint Headline and Summary Generation. IEEE Access, 10, 90745-90751. (SCI)
  5. Jwo, J. S., Lee, C. H., & Lin, C. S*. (2022). Data Twin-Driven Cyber-Physical Factory for Smart Manufacturing. Sensors, 22(8), 2821. (SCI)
  6. Jwo, J. S., Hsieh, H. Y., Lee, C. H., Lin, C. S., Wang, P. W., Hong, C. Y., … & Hsu, H. C. (2022). Simulation and Modeling of a Data Twin Service for the Autoclave Curing Process. IEEE Access, 10, 111879-111887. (SCI)
  7. 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)
  8. 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)
  9. Lee, C. H.*, & Lai, T. S. (2021). An Intelligent System for Improving Electric Discharge Machining Efficiency Using Artificial Neural Network and Adaptive Control of Debris Removal Operations. IEEE Access, 9, 75302-75312. (SCI)
  10. 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)
  11. 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)
  12. 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)
  13. 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)
  14. Lee, C. H.*, & Jwo, J. S. (2020). Automatic segmentation for pulmonary nodules in CT images based on multifractal analysis. IET Image Processing, 14(7), 1347-1353. (SCI)
  15. 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)
  16. 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)
  17. Lin, P. L., Huang, P. W., Lee, C. H., & Wu, M. T. (2013). Automatic classification for solitary pulmonary nodule in CT image by fractal analysis based on fractional Brownian motion model. Pattern Recognition, 46(12), 3279-3287. (SCI)
  18. Huang, P. W., & Lee, C. H. (2009). Automatic classification for pathological prostate images based on fractal analysis. IEEE Transactions on Medical Imaging, 28(7), 1037-1050. (SCI)

會議論文

  1. 董映彤、李政雄、林慶昇、周忠信(2023.05)。應用深度學習技術提升線上拍賣商品推薦率之研究。論文發表於第十七屆創新、管理與知識社群國際(iCIMKC)研討會,中國文化大學:中國文化大學。
  2. 周忠信、林慶昇、陳鶴元、李政雄*,開發一個適用於非資訊領域學生於入門程式設計課程的AI程式學習工具,DADH2022第13屆數位典藏與數位人文國際研討會,國立中興大學,台灣,2022。
  3. 林楷、周忠信、林慶昇、李政雄,應用深度學習技術於工業瑒域中聲音事件偵測之研究,TANET-2022 臺灣網際網路研討會,國立臺北商業大學桃園校區,台灣,2022。
  4. 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).
  5. 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.
  6. 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).
  7. Lee, C. H.*, Jwo, J. S., & Hsieh, H. Y. (2020). Evaluation of Grinding Wheel Wear Based on Machining Sound and Deep Learning. In Education and Awareness of Sustainability: Proceedings of the 3rd Eurasian Conference on Educational Innovation 2020 (ECEI 2020) (pp. 363-366).
  8. 卓瑞彬、李政雄、周忠信,多點觸控鞋墊的互動設計與實作—以牙醫臨床實務為例,TANET-2018 臺灣網際網路研討會,國立中央大學,台灣,2018。
序號計 畫 名 稱計畫所屬機構角 色申請年度
15製藥產業市場需求預測與補貨決策支援系統開發民間企業
(培力藥廠)
主持人114
14基於大數據分析之有線電視客戶流失預測與因應策略研究國科會主持人114
13智慧桿弟:應用AI視覺於高爾夫的揮桿分析與應用國科會(產學)
(霧峰高爾夫球場)
主持人113
12智慧高爾夫擊球輔助系統開發計畫-
具健康風險警示與個人表現預測的智慧Dashboard
民間企業
(霧峰高爾夫球場)
主持人113
11智慧出入庫系統與大語言模型之顧問服務民間企業
(超數科技)
主持人112
10木工刀具廠之智慧製造—雲端自動報工系統民間企業
(高偉精密科技)
主持人111
9虛實整合工廠—基於數據孿生的智慧製造 (2/2)科技部共同主持人111
8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
7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主持人110
6運用人工智慧與互動設計於航太智慧製造 民間企業
(漢翔航空)
共同主持人109
5應用人工智慧改善放電加工效率之研究國科會(產學)
(美溪機電)
主持人109
4AI 視覺輔助自動對刀機器學習引擎開發民間企業
(美溪機電)
主持人109
3智慧機械軟體工程教育訓練與輔導產學合作 民間企業
(PMC精密機械發展中心)
共同主持人108
2人文設計×跨域生活—運算思維與程式設計教育部主持人108
1磨床機械聲紋機器學習之研究與開發民間企業
(上一工業)
共同主持人107
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