Invited Talk


[109] Lee, Chia-Yen (Nov. 14, 2020). Beyond the Prediction (預測之外:跨越預測與決策間的鴻溝). Taiwan AI Annual Meeting (台灣人工智慧年會), Academia Sinica 中央研究院人文社會科學館, Taipei, Taiwan. (Slides)

[108] Lee, Chia-Yen (Nov.  13, 2020). Thinking Like a Data Scientist (數據科學思考與實證研究). Department of Information Management 資訊管理學系, National Taiwan University, Taipei, Taiwan.

[107] Lee, Chia-Yen (Oct.  20, 2020). Data Science and Research Methods (數據科學與研究方法). Department of Industrial Engineering and Management 工業工程與管理學系, National Taipei University of Technology 國立台北科技大學, Taipei, Taiwan.

[106] Lee, Chia-Yen (Oct.  16, 2020). Manufacturing Data Science: Challenges and Cases (製造數據科學:挑戰與個案). 109年度創新前瞻領導人才研習計畫, Industrial Development Bureau (IDB), Ministry of Economic Affairs 工業局智慧電子學院, Kaohsiung, Taiwan.

[105] Lee, Chia-Yen (Sept 25, 2020). Equipment Health Management and Prescriptive Analytics (設備健康管理與處方性決策). tsmc (台積電), Tainan, Taiwan.

[104] Lee, Chia-Yen (Sept 18, 2020). Data Science Projects and Empirical Studies (數據科學專案與實證). tsmc (台積電), Taichung, Taiwan.

[103] Lee, Chia-Yen (Sept 19, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校南部分校, Tainan, Taiwan.

[102] Lee, Chia-Yen (Sept 4, 2020). Manufacturing Data Science and Systems Thinking (製造數據科學與系統思考). tsmc (台積電), Hsinchu, Taiwan.

[101] Lee, Chia-Yen (August 15, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台北分校, Taipei, Taiwan.

[100] Lee, Chia-Yen (July 28, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Lextar Electronics Corporation (隆達電子), Hsinchu, Taiwan.

[99] Lee, Chia-Yen (July 4, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校南部分校, Tainan, Taiwan.

[98] Lee, Chia-Yen (June 16, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). 智慧電子學院- Siliconware Precision Industries Co. (矽品精密工業), Taichung, Taiwan.

[97] Lee, Chia-Yen (June 15, 2020). Data Science Research and Teaching Experience Sharing (數據科學研究與教學分享). College of Social Sciences, National Cheng Kung University, Tainan, Taiwan.

[96] Lee, Chia-Yen (May 28, 2020). Data Science and Research Methods (數據科學與研究方法). Department of Industrial Engineering and Enterprise Information (工業工程與經營資訊學系), Tunghai University (東海大學), Taichung, Taiwan.

[95] Lee, Chia-Yen (May 23, 2020). Intelligent Manufacturing and Decision (智慧製造與決策). 智慧農牧產業創新研討會, Tunghai University (東海大學), Taichung, Taiwan.

[94] Lee, Chia-Yen (May 16, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台中分校遠距教學(distance learning due to COVID-19), Taichung, Taiwan.

[93] Lee, Chia-Yen (Apr. 11, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校南部分校遠距教學(distance learning due to COVID-19), Tainan, Taiwan.

[92] Lee, Chia-Yen (Mar. 21, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台北分校遠距教學(distance learning due to COVID-19), Taipei, Taiwan.

[91] Lee, Chia-Yen (Mar. 16, 2020). 人工智慧與資料科學應用. 成功高中, Taipei, Taiwan.

[90] Lee, Chia-Yen (Feb. 6, 2020). AI in Manufacturing (人工智慧在製造業). 鳳凰科技教師研習營,國立成功大學電機系, Tainan, Taiwan.

[89] Lee, Chia-Yen (Jan. 4, 2020). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台中分校, Taichung, Taiwan.

[88] Lee, Chia-Yen (Dec. 28, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校新竹分校, 智慧製造專班, Hsinchu, Taiwan.

[87] Lee, Chia-Yen (Dec. 23, 2019). Industrial Operations Research and Optimization (工業OR與最佳化), 工業3.5講師基礎培訓班- 高雄場, 科技部人工智慧製造系統(AIMS)研究中心, Kaohsiung, Taiwan.

[86] Lee, Chia-Yen (Dec. 20, 2019). Practice of Manufacturing Data Science (製造數據科學實務). ASEKH 2019 IT & CIM & IE Tech Forum (5G新時代/ AI愛/ 智慧製造大未來), ASE Group, Kaohsiung, Taiwan.

[85] Lee, Chia-Yen (Dec. 15, 2019). Systematic Thinking and Industrial Operations Research (系統思考與工業作業研究). FCU Data Science Lecture Hall (逢甲資料科學大講堂), Feng Chia University逢甲大學, Taichung, Taiwan.

[84] Lee, Chia-Yen (Dec. 11, 2019). Nash Data Envelopment Analysis for Energy and Environment (納許數據包落分析於能源與環境議題). Institute of Industrial Engineering and Engineering Management  (工業工程與工程管理所), National Tsing Hua University (國立清華大學), Hsinchu, Taiwan.

[83] Lee, Chia-Yen (Dec. 4, 2019). Artificial Intelligence and Automation in Manufacturing Industry (人工智慧與製造業自動化). Department of Industrial Engineering and Management  (工業工程與管理系), National Kaohsiung University of Science and Technology (國立高雄科技大學), Kaohsiung, Taiwan.

[82] Lee, Chia-Yen (Dec. 4, 2019). Graduate Thinks Like a Data Scientist (研究生與數據科學思考術). Institute of Industrial Engineering and Management  (工業工程與管理系), National Kaohsiung University of Science and Technology (國立高雄科技大學), Kaohsiung, Taiwan.

[81] Lee, Chia-Yen (Nov. 21, 2019). Beyond the Prediction of Data Science: A Practical Aspect. AI and Data Science One Day Workshop. Department of Statistics, National Cheng Kung University, Tainan, Taiwan.

[80] Lee, Chia-Yen (Nov. 16, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校高雄分校, Kaohsiung, Taiwan.

[79] Lee, Chia-Yen (Nov. 10, 2019). 實證研究經驗分享. 生管與作管的實證研究. 科技部人文司管理二學門專題研究計畫成果發表會.

[78] Lee, Chia-Yen (Oct. 29, 2019). 人工智慧與資料科學應用. 新竹高中, Hsinchu, Taiwan.

[77] Lee, Chia-Yen (Oct. 19, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台北分校, Taipei, Taiwan.

[76] Lee, Chia-Yen (Oct. 16, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). AUO Engineering College 友達工學院, AUO 友達光電, Tainan, Taiwan.

[75] Lee, Chia-Yen (Oct. 3, 2019). A Lively Educational Environment Starts with Teaching Assistants (TAs) (活潑的教育環境從TA開始). NCKU Center for Teaching and Learning Development (成功大學教學發展中心), National Cheng Kung University, Tainan, Taiwan.

[74] Lee, Chia-Yen (Sept. 20, 2019). Practice of Manufacturing Data Science (製造數據科學實務). Department of Industrial Management & Institute of Industrial Engineering and Management (工業管理系), National Formosa University (國立虎尾科技大學), Yunlin, Taiwan.

[73] Lee, Chia-Yen (Aug. 12, 2019). Feature Selection and Empirical Study (特徵萃取與實務案例分析). 大江生醫TCI Co., Taiwan.

[72] Lee, Chia-Yen (Aug. 10, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台中分校, Taichung, Taiwan.

[71] Lee, Chia-Yen (July 27, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校新竹分校, Hsinchu, Taiwan.

[70] Lee, Chia-Yen (June 15, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校高雄分校, Kaohsiung, Taiwan.

[69] Lee, Chia-Yen (May 23, 2019). Data Science for Delamination Diagnosis in Semiconductor Manufacturing (數據科學於半導體脫層診斷). Department of Statistics, National Cheng Kung University, Tainan, Taiwan.

[68] Lee, Chia-Yen (May 23, 2019). Data Envelopment Analysis & Energy Efficiency (數據包絡分析與能源效率). Department of Economics, National Cheng Kung University, Tainan, Taiwan.

[67] Lee, Chia-Yen (May 15, 2019). Think Like a Data Scientist (數據科學思考術). Department of Industrial Engineering & Management, National Quemoy University (國立金門大學), Kinmen, Taiwan.

[66] Lee, Chia-Yen (May 11, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台北分校, Taipei, Taiwan.

[65] Lee, Chia-Yen (Apr. 20, 2019). Data Science in Manufacturing: Process Diagnosis and Quality Prediction in Semiconductor Manufacturing Fab (制造数据科学: 半导体厂制程诊断与质量预测). 同济大学第四屆电子与信息工程学院国际青年学者论坛, 同济大学 Tongji University, Shanghai, China.

[64] Lee, Chia-Yen (Apr. 13, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台中分校, Taichung, Taiwan.

[63] Lee, Chia-Yen (Apr. 10, 2019). Data Science in Manufacturing: Process Diagnosis and Quality Prediction in Semiconductor Manufacturing Fab (製造數據科學:半導體廠製程診斷與品質預測). Dept. of Chemical Engineering and Biotechnology & Institute of Chemical Engineering (化學工程與生物科技系及化學工程研究所), National Taipei University of Technology 國立台北科技大學, Taipei, Taiwan.

[62] Lee, Chia-Yen (Mar. 16, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校新竹分校, Hsinchu, Taiwan.

[61] Lee, Chia-Yen (Mar. 11, 2019). Data Science in Manufacturing: Process Diagnosis and Quality Prediction in Semiconductor Manufacturing Fab (製造數據科學:半導體廠製程診斷與品質預測). Dept. of Mathematical Sciences (政治大學應用數學系), National Chengchi University, Taipei, Taiwan.

[60] Lee, Chia-Yen (Mar. 9, 2019). Practice of Manufacturing Data Science (製造數據科學實務). LCY AI School (李長榮人工智慧學校), LCY Group (李長榮化工), Kaohsiung, Taiwan.

[59] Lee, Chia-Yen (Jan 16, 2019). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). FCU Data Science Lecture Hall (逢甲資料科學大講堂), 台灣美光Micron Taiwan, Taichung, Taiwan.

[58] Lee, Chia-Yen (Dec. 18, 2018). Practice of Data Science in Manufacturing (製造數據科學實務). 華邦電子暨新唐科技2018高階主管講座,National Taipei University of Technology 集思北科大國際會議中心, Taipei, Taiwan.

[57] Lee, Chia-Yen (Dec. 16, 2018). Life and Intelligent Manufacturing (生活中的智慧製造). AI 嘉年華, 台灣大學, Taipei, Taiwan.

[56] Lee, Chia-Yen (Dec. 10, 2018) Nash Data Envelopment Analysis for Energy & Environment (納許數據包絡分析於能源與環境). The 4th Workshop on Frontier Modeling of Energy & Environment (FMEE) 第四屆能源環境前沿建模論壇, School of Economics and Management, China University of Petroleum (East China) 中國石油大學 (華東), Qingdao, China.

[55] Lee, Chia-Yen (Dec. 7, 2018). Data Science in Manufacturing (製造數據科學). 2018 Conference on Artificial Intelligence and Data Science Application (2018人工智慧與資料科學應用研討會 ), Soochow University 東吳大學,Taipei, Taiwan.

[54] Lee, Chia-Yen (Nov. 10, 2018). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan AI Academy 台灣人工智慧學校台中分校, Taichung, Taiwan.

[53] Lee, Chia-Yen (Nov. 8, 2018). Practice of Data Science in Manufacturing (製造數據科學實務)。2018智慧工廠論壇,新製造競賽,唯適者生存。Digitimes企劃新聞採訪,善用資料科學方法論 數據應用成為製造業轉型良藥,物聯網/工業4.0。 (Article) (News)

[52] Lee, Chia-Yen (Sept. 18, 2018). Practice of Data Science in Manufacturing (製造數據科學實務). 中央研究院尖端科技研習營(智慧製造), MOST and Academia Sinica 科技部與中央研究院, Taipei, Taiwan.

[51] Lee, Chia-Yen (Sept. 8, 2018). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan Semiconductor Manufacturing Company Fab14, 台灣積體電路股份有限公司 (tsmc), Tainan, Taiwan.

[50] Lee, Chia-Yen (Aug. 29, 2018). System Engineering Thinking and Data Science (系統與數據科學間的系統工程思考). Foxconn Technology Group 富士康鴻海科技集團, Shanxi, China.

[49] Lee, Chia-Yen (Aug. 29, 2018). Data Science Algorithm and It's Manufacturing Execution Applications (數據科學演算法與其製造執行應用). Foxconn Technology Group 富士康鴻海科技集團, Shanxi, China.

[48] Lee, Chia-Yen (Aug. 22, 2018). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). AUO Engineering College 友達工學院, AUO 友達光電, Taichung, Taiwan.

[47] Lee, Chia-Yen (July 9, 2018). Nash Equilibrium in Data Envelopment Analysis. Center for Energy & Environmental Policy Research (能源與環境政策研究中心), School of Management and Economics (管理與經濟學院). Beijing Institute of Technology (北京理工大學), Beijing, China. (News)

[46] Lee, Chia-Yen (June 22, 2018). Data Science in Manufacturing (製造數據科學). YongLin Education Foundation 永齡教育慈善基金會, National Taiwan University, Taiwan.

[45] Lee, Chia-Yen, Shao-Yen Hung (洪紹嚴), and Yung-Lun Lin (林永倫) (May 31, 2018). Data Science for Delamination Diagnosis and On-Line Prediction in the Semiconductor Assembly Process. Dept. of Industrial Engineering and Engineering Management. National Tsing Hua University 國立清華大學工業工程與工程管理學系, Hsinchu, Taiwan.

[44] Lee, Chia-Yen (May 24, 2018). Think Like a Data Scientist (像資料科學家一樣思考). Department of Industrial Management & Institute of Industrial Engineering and Management (工業管理系), National Formosa University (國立虎尾科技大學), Yunlin, Taiwan.

[43] Lee, Chia-Yen (May 05, 2018). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). FCU Data Science Lecture Hall (逢甲資料科學大講堂), 逢甲大學Feng Chia University, Taichung, Taiwan. (Slides)

[42] Lee, Chia-Yen (May 04, 2018). Data Science in Manufacturing (製造資料科學). Eternal Materials Co. 長興材料工業股份有限公司, Pingtung, Taiwan.

[41] Lee, Chia-Yen (Mar. 28, 2018). Manufacturing Data? Science?! 製造資料?科學?!Dept. of Industrial Engineering and Management. National Chiao Tung University 國立交通大學工業工程與管理系, Hsinchu, Taiwan

[40] Lee, Chia-Yen (Mar. 16, 2018). Data Envelopment Analysis for Cape-and-Trade and Marginal Abatement Costs (資料包絡分析法於碳交易與空氣汙染邊際減排成本). Dept. of  Business Administration, National Taiwan University (國立台灣大學工商管理學系暨商學研究所), Taipei, Taiwan.

[39] Lee, Chia-Yen (Mar. 15, 2018). Think Like a Data Scientist (像資料科學家一樣思考). Dept. of Industrial Management (工業管理系), National Taiwan University of Science and Technology (國立台灣科技大學), Taipei, Taiwan.

[38] Lee, Chia-Yen (Feb. 06, 2018). Equipment Health Index (機台健康指標). 2018 Taiwan Dagstuhl Seminar- Modeling, Analysis, and Simulation to Empower Smart Production for Semiconductor Industry, Mabuville, Hsinchu, Taiwan.

[37] Lee, Chia-Yen (Dec. 01, 2017). Data Science in Manufacturing (製造資料科學). Chinese Institute of Industrial Engineers (CIIE) 中國工業工程學會, Tainan, Taiwan.

[36] Lee, Chia-Yen (Nov. 22, 2017). Data Science in Manufacturing (製造資料科學). Dept. of Industrial Management (工業管理系), National Pingtung University of Science and Technology (國立屏東科技大學), Pingtung, Taiwan.

[35] Lee, Chia-Yen (Nov. 20, 2017). Manufacturing Data? Science?! 製造資料?科學?!. 宏達國際電子(hTC), Taipei, Taiwan.

[34] Lee, Chia-Yen (Nov. 11, 2017). Manufacturing Data? Science?! 製造資料?科學?!. 2017 Data Science Annual Conference (2017台灣資料科學年會), Academia Sinica 中央研究院人文社會科學館, Taipei, Taiwan.

[33] Lee, Chia-Yen (Oct. 19, 2017). Think Like a Data Scientist (像資料科學家一樣思考). Dept. of Financial and Computational Mathematics (財務與計算數學系), Providence University (靜宜大學), Taichung, Taiwan.

[32] Lee, Chia-Yen (Sept. 19, 2017). Machine Learning Complements Statistical Method (機器學習的浪潮下統計方法扮演的角色及定位). Keynote Speech in 7th Statistical Application Workshop (第七屆統計應用研討會), Taiwan Semiconductor Manufacturing Company (tsmc台灣積體電路股份有限公司), Hsinchu, Taiwan.

[31] Lee, Chia-Yen (Jun. 01, 2017). Data Science in Manufacturing (製造資料科學). Graduate Institute o Electrical Engineering (電機工程研究所), National Kaohsiung First University of Science and Technology (國立高雄第一科技大學), Kaohsiung, Taiwan.

[30] Lee, Chia-Yen(May 24, 2017). Data Science in Manufacturing: From Predictive to Prescriptive (製造資料科學: 從預測性思維到處方性決策). NTU INFORMS, College of Management, National Taiwan University (國立台灣大學管理學院), Taipei, Taiwan.

[29] Lee, Chia-Yen (May 07, 2017). Intelligent Manufacturing and Data Science in Production System (智慧製造與生產線上的資料科學). Taiwan Data Science Foundation (台灣資料科學愛好者年會), Academia Sinica 中央研究院人文社會科學館, Taipei, Taiwan. (Slides)

[28] Lee, Chia-Yen (Feb. 25, 2017). Data Science in Manufacturing (製造資料科學). Department of Engineering Science, National Cheng Kung Unicersity (國立成功大學工學院工程管理碩士在職專班與工程科學系), Tainan, Taiwan. 香港理工大學工業及系統工程學系參訪交流。

[27] Lee, Chia-Yen (Feb. 11, 2017). Data Science in Manufacturing: From Predictive to Prescriptive (製造資料科學: 從預測性思維到處方性決策). Taiwan Data Science Foundation (台灣資料科學愛好者年會), Academia Sinica 中央研究院人文社會科學館, Taipei, Taiwan. (Slides) (Photo1) (Photo2)

[26] Lee, Chia-Yen (Jan. 24, 2017). Data Envelopment Analysis for Marginal Abatement Cost Estimation in PM2.5 Pollution Emission (資料包絡分析法於空氣汙染PM2.5之邊際減排成本分析). Dept. of  Information Management and Finance, National Chiao Tung University (國立交通大學資訊管理與財務金融學系), Hsinchu, Taiwan.

[25] Lee, Chia-Yen (Nov. 24, 2016). Carbon Cap-and-Trade 碳交易. Dept. of Aeronautics and Astronautics. National Cheng Kung University 國立成功大學航空太空工程學系, Tainan, Taiwan. (能源科技概論 / Introduction to Energy Technology)

[24] Lee, Chia-Yen (Oct. 25, 2016). Data Science in Manufacturing (製造資料科學). College of Engineering, National Tsing Hua University (國立清華大學工學院), Hsinchu, Taiwan.

[23] Lee, Chia-Yen (Sept. 29, 2016). Data Science in Manufacturing (製造資料科學). Dept. of  Computer Science and Information Engineering, National University of Tainan (國立台南大學資訊工程學系), Tainan, Taiwan. (Photo)

[22] Lee, Chia-Yen (July 26, 2016). A First Course in Manufacturing Data Science 製造資料科學的第一堂入門課. Taiwan Industry 4.0 台灣製造業轉型工業 4.0 研習會, TechOrange (科技報橘), Taipei, Taiwan.

[21] Lee, Chia-Yen (July 15, 2016). Data Science in Manufacturing (製造數據科學). School of Management and Economics (管理與經濟學院). Beijing Institute of Technology (北京理工大學), Beijing, China.

[20] Lee, Chia-Yen (July 12, 2016). Data Envelopment Analysis for Effectiveness Measure and Marginal Abatement Cost Estimation in the Power System Industry (數據包絡分析法於電力系統有效性及邊際減排成本分析). Center for Energy & Environmental Policy Research (能源與環境政策研究中心), Beijing Institute of Technology (北京理工大學), Beijing, China.(News)

[19] Lee, Chia-Yen (May 20, 2016). Think Like a Data Scientist 資料科學思考術. Taipei Municipal Daan Vocational High School. 臺北市立大安高級工業職業學校, Taipei, Taiwan.

[18] Lee, Chia-Yen (May. 12, 2016). Directional Marginal Abatement Cost of Air Pollutants in the Coal-Fired Power Industry (燃煤電廠污染排放物之方向性邊際減排成本). The 2nd Workshop on Frontier Modeling of Energy & Environment (FMEE) 第二屆能源環境前沿建模論壇, College of Economics and Management, Nanjing University of Aeronautics and Astronautics (NUAA) 南京航空航天大學, Jiangsu, China. (Agenda) (Slide) (Photo)

[17] Lee, Chia-Yen (May. 5, 2016). Logical Thinking for Graduates 研究生思考的技術. Institute of Project Management (專案管理研究所). National Chin-Yi University of Technology 國立勤益科技大學, Taichung, Taiwan.

[16] Lee, Chia-Yen (Apr. 9, 2016). Data Science in Manufacturing (製造資料科學). Dept. of Industrial Engineering Management (工業工程與管理系). National Kaohsiung University of Applied Sciences (國立高雄應用科技大學), Kaohsiung, Taiwan. (Photo1, Photo2)

[15] Lee, Chia-Yen (Jan. 29, 2016). Data Science in Manufacturing (製造資料科學). 2016 Teacher Camp of Phenix Technology (成大鳳凰科技教師研習營). College of Electrical Engineering and Computer Science, National Cheng Kung University, Tainan, Taiwan.

[14] Lee, Chia-Yen and Shao-Yen Hung (洪紹嚴) (Nov. 6, 2015).Creative Thinking 創意思考與學習的技術. Dept. of Business Administration, Asia University 亞洲大學, Taichung, Taiwan. (Photo1, Photo2)

[13] Lee, Chia-Yen (Nov. 2, 2015). Data Mining Foundations 資料探勘基石, 群創光電 Innolux Corp., Tainan City, Taiwan.

[12] Lee, Chia-Yen (Apr. 29, 2015). Intelligent Semiconductor Manufacturing Systems 智慧型半導體製造系統. Dept. of Industrial Engineering and Management, Cheng Shiu University 正修科技大學, Kaohsiung, Taiwan. (Photo)

[11] Lee, Chia-Yen (Apr. 4, 2015). An Introduction to Stochastic Nonparametric Envelopment of Data (StoNED) 隨機無母數效率前緣. 2015 Workshop on Data Envelopment Analysis for Energy & Environmental Modeling. College of Economics and Management, Nanjing University of Aeronautics and Astronautics 南京航空航天大學, Jiangsu, China. (Photo) (Slide) (News)

[10] Lee, Chia-Yen (Mar. 13, 2015). Semiconductor Manufacturing Intelligence and Advanced Manufacturing System 半導體製造智慧與先進製造系統. Innolux Corporation 群創光電, Tainan, Taiwan.

[9] Lee, Chia-Yen (Feb. 9, 2015). Logical Thinking for Graduates 研究生思考的技術. Dept. of Industrial and Information Management. National Cheng Kung University 國立成功大學工業與資訊管理學系, Tainan City, Taiwan. (Slide)

[8] Lee, Chia-Yen (Nov. 25, 2014). Manufacturing Data Mining and Production System Optimization 製造業資料探勘獲利模式與生產系統最佳化. Dept. of Management Information Systems, National Chengchi 政治大學資訊管理學系, Taipei, Taiwan. (商業資料分析:R運算 / R Computing for Business Data Analytics)

[7] Lee, Chia-Yen (Nov. 20, 2014). Carbon Cap-and-Trade 碳交易. Dept. of Aeronautics and Astronautics. National Cheng Kung University 國立成功大學航空太空工程學系, Tainan, Taiwan. (能源科技概論 / Introduction to Energy Technology)

[6] Lee, Chia-Yen (Oct. 22, 2014). Logical Thinking for Graduates 研究生思考的技術. Dept. of Industrial Engineering and Engineering Management. National Tsing Hua University 國立清華大學工業工程與工程管理學系, Hsinchu, Taiwan.

[5] Lee, Chia-Yen (May 28, 2014). Manufacturing Intelligence: Applications and Development 製造智慧之技術應用與發展趨勢. Institute of Industrial Engineering. National Taiwan University 國立台灣大學工業工程研究所, Taipei, Taiwan.

[4] Lee, Chia-Yen (Apr. 18, 2014). Manufacturing Data Mining and Production System Optimization 製造業資料探勘獲利模式與生產系統最佳化. Dept. of Mechanical and Automation Engineering, I-Shou University 義守大學機械與自動化工程系, Taiwan. 智慧化工具機產業設備人才培育計畫. (Photo)

[3] Lee, Chia-Yen (Apr. 9, 2014). Manufacturing Intelligence: Applications and Development 製造智慧之技術應用與發展趨勢. Industrial Technology Research Institute 工業技術研究院南分院雲端服務中心, Tainan City, Taiwan.

[2] Lee, Chia-Yen (Feb. 24, 2014). Logical Thinking for Graduates 研究生思考的技術. Dept. of Industrial Engineering and Management. National Chiao Tung University 國立交通大學工業工程與管理系, Hsinchu, Taiwan. (Photo)

[1] Lee, Chia-Yen (May 8, 2013). Intelligent Manufacturing Systems in Semiconductor Manufacturing 智慧型半導體製造系統. Dept. of Mechanical Engineering, Kun Shan University 崑山科技大學機械工程學系, Taiwan. 智慧化工具機產業設備人才培育計畫.