Professor

Chieh-Yuan Tsai

Professor, Department of Industrial Engineering, Yuan-Ze University,Taiwan, R.O.C
Office 2517(ext 2512) Lab : E-enterprise and Production Management E-Mail : cytsai@saturn.yzu.edu.tw

Research & Interests


Data Mining Algorithms and Applications, Intelligent Decision Support and Recommendation Systems, Electronic and Mobile Commerce, Product Design Retrieval and Product Development Process, Radio Frequency Identification (RFID) Technique and Applications

Educational Background


Year Education
1999 Ph.D., Industrial and Manufacturing Systems Engineering, University of Missouri-Columbia, USA
1995 M.S., Industrial Engineering, University of Missouri-Columbia, USA
1992 B.S., Mechanical Engineering, National Chung Hsing University, Taichung

Experience


Year Education
2022/8-Present Head of Department of Industrial Engineering and Management, Yuan Ze University
2016/3-2022/2 Associate Dean, Academic Affairs, Yuan-Ze University,Taiwan, R.O.C
2016/8-2022/2 Section Chief, Teaching Excellence Center, Yuan-Ze University,Taiwan, R.O.C
2015/8-2016/7 Section Chief of Curriculum Section, Academic Affairs, Yuan-Ze University,Taiwan, R.O.C
2009/8-Present Professor, Department of Industrial Engineering, Yuan-Ze University,Taiwan, R.O.C
2005/2-2009/7 Associate Professor, Department of Industrial Engineering, Yuan-Ze University,Taiwan, R.O.C
2000/8-2005/1 Assistant Professor, Department of Industrial Engineering and Management, Yuan-Ze University
1999/8-2000/7 Assistant Professor, Department of Information Management, Nan-Hua University
1996/1-1998/12 Teaching Assistant, Information and Access Technology Services, University of Missouri-Columbia
1996/1-1999/5 Research Assistant, Information and Access Technology Services, University of Missouri-Columbia
1997-1998 Computer User Consultant, Information and Access Technology Services, University of Missouri-Columbia
1996-1997 Computer Lab Assistant, Information and Access Technology Services, University of Missouri-Columbia

Service for Ministry of Science and Technology


Year Education
2020/1/1-2020/12/31 Service for Ministry of Science and Technology (MOST)－Evaluation Committee of Technology and Knowledge Applied Industry-University Cooperation Program in the Field of Industrial Engineering and Management
2014/1/1-2014/12/31 Service for Department of Engineering and Technologies in Ministry of Science and Technology (MOST)－Evaluation Committee of Industrial Engineering and Management
2012-2014 Service for National Science Council (NSC)－Evaluation Committee of the Special Research Project in Industrial Engineering and Management
2013 Service for National Science Council (NSC)－Planning Committee Member of Information Field in Industrial Engineering
2013 Service for National Science Council (NSC)－Evaluation Committee of the Hundred Talents Pioneering Program of Industrial Engineering and Management
2012/11/13 Service for National Science Council (NSC)－Evaluation Committee of Technology and Knowledge Application-based Industry-University Cooperation Program for the 101st Academic Year
2012 Service for National Science Council (NSC)－Evaluation Committee of Technology and Knowledge Application-based Industry-University Cooperation Program for the 101st Academic Year
2010/8/1-2011/7/31 Service for National Science Council (NSC)－Planning Committee Member for Service System and Technology Management in Industrial Engineering

Other Academic Services


Year Education
2023/5/6 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2022/11/18 Lecturer of group lectures, Zhudong High School, Hsinchu Country
2022/10/21 Lecturer of Engineering Group, Dayuan High School, Taoyuan City
2022/4/30 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2021/4/10 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2020/4/11 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2018-2021 Service for Ministry of Education (MOE), Advisory Committee for the Project of Programming Learning for University Students
2019/12/10 Evaluation Committee, Project of Quality Assurance of Student Learning Results in the 107th Academic Year, Chung Yuan Christian University, Taoyuan City
2019/3/30 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2018/10/31 Advisory Committee, Project of Higher Education Sprout Project in 107th Academic Year Higher, Chien Hsin University of Science and Technology, Taoyuan City
2018/4/1 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2017/3/21 University Entrance Mock Interview, Taipei Municipal Yongchun Senior High School, Taipei
2017/2/16 Evaluation Committee, Massive Open Online Courses Promotion Project, The 106th Academic Year, Taipei City
2016/12/15 Evaluation Committee, Flipped Classroom Teaching, Lunghwa University of Science and Technology, New Taipei City
2016/12/7-2016/12/10 Session Chair, The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEM 2016), “Data Mining III” Session, Taipei, Taiwan
2016/12/7 – 2016/12/10 Session Chair, The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEM 2016), “Decision Support System and Expert System” Session, Taipei, Taiwan
2016/6/30 Evaluation Committee, Master Thesis Contest of the 2016 National Industrial Engineering and Management, Session of Information Systems and Human Factors Engineering and Design, National Taiwan University of Science and Technology, Taipei City
2015/9/23-2015/9/24 Program Committee, Asian Network for Quality (ANQ) Congress Taipei
2014/6/20 Evaluation Committee, Master Thesis Contest of the 2014 National Industrial Engineering and Management, Session of Information System and Human Factors Engineering and Design, National Tsing Hua University, Hsinchu
2013/6/21 Evaluation Committee, Master Thesis Contest of the 2013 National Industrial Engineering and Management, Session of Information System and Human Factors Engineering and Design, Feng Chia University, Taichung
2012/6/28 Evaluation Committee, Master Thesis Contest of the 2012 National Industrial Engineering and Management, National Taiwan University of Science and Technology, Taipei
2012/6/8 Evaluation Committee, Independent Study Contest of the 2012 National Industrial Engineering and Management,Service System and Technology Management, Ming Chi University of Science and Technology, New Taipei City
2011/6/28 Evaluation Committee, Master Thesis Contest of the 2011 National Industrial Engineering and Management, National Taiwan University of Science and Technology, Taipei
2011/6/3 Evaluation Committee, Independent Study Contest of the 2011 National Industrial Engineering and Management, Ming Chi University of Science and Technology, New Taipei City

Journal


Year Education
2013-Present Production Editor, Journal of Quality
2010-2011 Production Editor, Journal of Quality
2010-2011 Associate Editor, Journal of Quality

Research

  • 1. Yao, Liguo*, Yuan, Panliang, Tsai, Chieh-Yuan, Zhang, Taihua, Lu, Yao, and Ding, Shilin, 2023, “ESO: An enhanced snake optimizer for real-world engineering problems,” Expert Systems with Applications, Vol. 230, 120594. (15 November, 2023) [SCI] (IF: 8.665, 11/301, COMPUTER SCIENCE: COMPUTER SCIENCE APPLICATIONS)
  • 2. Tsai, Chieh-Yuan*, Chen, Yu-Jen, Peña, Anthony Spence, Paniagua, Gerardo, 2023, “A visiting sequence recommendation framework: Enhanced by dynamic landmark and stay time,” Expert Systems with Applications, Vol. 230, 120662. (15 November, 2023) [SCI] (IF: 8.665, 11/301, COMPUTER SCIENCE: COMPUTER SCIENCE APPLICATIONS)
  • Lemus Leiva, William, Li, Meng-Lin, and Tsai, Chieh-Yuan*, “A Two-Phase Deep Learning-Based Recommender System: Enhanced by a Data Quality Inspector,” Applied Sciences, Vol. 11, No. 20, 9667. (November, 2021) [SCI] (IF: 2.679, 38/91, ENGINEERING, MULTIDISCIPLINARY)
  • Tsai, Chieh-Yuan*, Chiu, Yi-Fan, Chen, Yu-Jen, “A two-stage neural network-based cold start item recommender,” Applied Sciences, Vol. 11, No. 9, 4243. (May, 2021) [SCI] (IF: 2.679, 38/91, ENGINEERING, MULTIDISCIPLINARY)
  • Huang,Haisong,Yao,Liguo,Chang,Jyu-Shang,Tasi,Chieh-Yuan*,Kuo,R.2019,"Using product network analysis to optimize product-to-shelf assignment propblems,"Applied Sciences,Vol.9,No.8,1581.(April,2019)[SCI]
  • Kuo, R.J.*, Lin, T.C., Zulvia, F.E., Tsai, Chieh-Yuan, 2018, “A hybrid metaheuristic and kernel intuitionistic fuzzy c-means algorithm for cluster analysis,” Applied Soft Computing, Vol.67, pp. 299–308. (June, 2018) [SCI]
  • Tsai, Chieh-Yuan*, Li, Ming-Hong, Kuo, R. J., 2017, “A shopping behavior prediction system: considering moving patterns and product characteristics,” Computers & Industrial Engineering. Vol. 106, pp. 192–204. (April, 2017) [SCI]
  • Tsai, Chieh-Yuan*, Chang, Hui-Ting, and Kuo, Ren Jieh, 2017, “An ant colony based optimization for RFID reader deployment in theme parks under service level consideration,” Tourism Management, Vol. 58, pp. 1-14. (February 2017) [SSCI] (IF: 3.140)
  • Huang, Haisong, Yao, Liguo, and Tsai, Chieh-Yuan*, 2016, “Transportation service quality improvement through closed sequential pattern mining approach,” Cybernetics and Information Technologies, Vol. 16, No. 3, pp. 185-194. (September 2016) [EI]
  • Kuo, Ren-Jieh*, Mei, C.H., Zulvia, F.E., Tsai, Chieh-Yuan, 2016, “An application of a metaheuristic algorithm-based clustering ensemble method to APP customer segmentation,” Neurocomputing, Vol. 205, pp. 116–129. (September 2016) [SCI]
  • Tsai, Chieh-Yuan*, Huang, Sheng-Hsiang, 2015, “Integrating product association rules and customer moving sequential patterns for product-to-shelf optimization,” International Journal of Machine Learning and Computing, Vol. 5, No. 5. (October 2015) [EI]
  • Tsai, Chieh-Yuan*, Chen, Chih-Jung, 2015, “A PSO-AB Classifier for solving sequence classification problems,” Applied Soft Computing, Vol. 27, pp. 11–27. (February 2015) [SCI]
  • Tsai, Chieh-Yuan*, Bo-Han Lai, 2015, “A location-item-time sequential pattern mining algorithm for route recommendation,” Knowledge-Based Systems, Vol. 73, pp. 97–110. (January 2015) [SCI]
  • Tsai, Chieh-Yuan*, Huang, Sheng-Hsiang, 2015, “A data mining approach to optimize shelf-space allocation in consideration of customer purchase and moving behaviors,” International Journal of Production Research, Vol. 53, No. 3, pp. 850-866. (February 2015) [SCI]
  • Tsai, Chieh-Yuan*, Chen, Chih-Jung, and Lo, Yu-Ting, 2014, “A cost-based module mining method for the assemble-to-order strategy,” Journal of Intelligent Manufacturing, Vol. 25, No. 6, pp. 1377-1392. (December 2014) [SCI]
  • Kuo, Ren-Jieh*, Chen, S. S., Cheng, W. C., Tsai, Chieh-Yuan, 2014, “Integration of artificial immune network and K-means for cluster analysis,” Knowledge and Information Systems, Vol. 40, No. 3, pp 541-557. (September 2014) [SCI]
  • Tsai, Chieh-Yuan*, Chen, Chih-Jung, Chien, Chun-Ju, 2013, “A time-interval sequence classification method,” Knowledge and Information Systems, Vol. 37, No. 2, pp. 251-278. (November 2013) (NSC-100-2628-E-155-005-MY2) [SCI]
  • Tsai, Chieh-Yuan*, Chen, Chih-Jung, and Lee, Wen-Jen, 2013, “An optimized classification method for multi-classed sequences,” International Journal of Machine Learning and Computing, Vol. 3, No. 1, pp. 54-59. (February 2013) [EI]
  • Tsai, Chieh-Yuan*, Chen, Chih-Jung, and Lo, Yu-Ting, 2013, “A cost-based module mining method for the assemble-to-order strategy,” Journal of Intelligent Manufacturing. (December 2014) [SCI]
  • Kuo, Ren-Jieh*, Chen, S. S., Cheng, W. C., Tsai, Chieh-Yuan, 2013, “Integration of artificial immune network and K-means for cluster analysis,” Knowledge and Information Systems. (September 2014) [SCI]
  • Tsai, Chieh-Yuan*, Chen, Chih-Jung, Chien, Chun-Ju, 2013, “A time-interval sequence classification method,” Knowledge and Information Systems. (November 2013) (NSC-100-2628-E-155-005-MY2)[SCI]
  • Tsai, Chieh-Yuan, Chen, Chih-Jung, and Lee, Wen-Jen, 2013, “An optimized classification method for multi-classed sequences,” International Journal of Machine Learning and Computing, Vol. 3, No. 1, pp. 54-59. (February 2013)
  • Tsai, Chieh-Yuan*, Liou, James J. H., Chen, Ching-Chuan, Hsiao, Ching-Chuan, 2012, “Generating touring path suggestions using time-interval sequential pattern mining,” Expert Systems with Applications, Vol. 39, No. 3, pp. 3593-3602. (February 2012)
  • Tsai, Chieh-Yuan* and Chung, Shang-Hsuan, 2012, “A personalized route recommendation service for theme parks using RFID information and tourist behavior,” Decision Support Systems, Vol. 52, No. 2, pp. 514-527. (January 2012)
  • Liou, James J. H.*, Tang, Ching-Hui, Yeh, Wen-Chien, and Tsai, Chieh-Yuan, 2011, “A decision rules approach for improvement of airport service quality,” Expert Systems with Applications, Vol. 38, No. 11, pp. 13723-13730. (October 2011)
  • Liou, James J. H.*, Tzeng, Gwo-Hshiung, Tsai, Chieh-Yuan, and Hsu, Chao-Che, 2011, “A hybrid ANP model in fuzzy environments for strategic alliance partner selection in the airline industry,” Applied Soft Computing, Vol. 11, No. 4, pp. 3515-3524. (June 2011)
  • Liou, James J. H.*, Tsai, Chieh-Yuan, Lin, Rong-Ho, and Tzeng, Gwo-Hshiung, 2011, “A modified VIKOR multiple-criteria decision method for improving domestic airlines service quality,” Journal of Air Transport Management, Vol. 17, No. 2, pp. 57-61. (March 2011)
  • Tsai, Chieh-Yuan*, Lo, Chih-Chung, and Lin, Chao-Wen, 2011, “A time-interval sequential pattern change detection method,” International Journal of Information Technology & Decision Making, Vol. 10, No. 1, pp. 83-108. (January 2011) (NSC-95-2221-E155-064-MY3)
  • Tsai, Chieh-Yuan* and Lo, Pei-Heng, 2010, “A sequential pattern based route suggestion system,” International Journal of Innovative Computing, Information and Control, Vol.6, No.10, pp. 4389-4408. (October 2010) (NSC-95-2221-E155-064-MY3)
  • Tsai, Chieh-Yuan*, Jen, Henyi, and Chen, I-Ching, 2010, “Time-interval process model discovery and validation - a genetic process mining approach,” Applied Intelligence, Vol. 33, No. 1, pp. 54-66. (August 2010)
  • Tsai, Chieh-Yuan*, Tsai, Chi-Yang, Huang, Po-Wen, 2009, “An association clustering algorithm for can-order policies in the joint replenishment problem,” International Journal of Production Economics, Vol. 117, No. 1, pp. 30-41. (January 2009)
  • Tsai, Chieh-Yuan* and Shieh, Yu-Chen, 2009, “A change detection method for sequential patterns,” Decision Support Systems, Vol. 46, No. 2, pp.501-511. (January 2009) (NSC 94-2213-E-155-005)
  • Tsai, Chieh-Yuan*, Liou, James J.H., and Huang, Ting-Mei, 2008, “Using a multiple-GA method to solve batch picking problem: considering travel distance and order due time,” International Journal of Production Research, Vol. 46, No. 22, pp. 6533-6555. (November 2008)
  • Tsai, Chieh-Yuan* and Chiu, Chuang-Cheng, 2008, “Developing a feature weight self-adjustment mechanism for a K-Means clustering algorithm,” Computational Statistics and Data Analysis, Vol. 52, No. 10, pp. 4658-4672. (June 2008)
  • Tsai, Chieh-Yuan* and Chiu, Chuang-Cheng, 2008, “An efficient conserved region detection method for multiple protein sequences using principal component analysis and wavelet transform,” Pattern Recognition Letters, Vol. 29, No. 5, pp. 616-628. (April 2008)
  • Tsai, Chieh-Yuan* and Chiu, Chuang-Cheng, 2007, “A case-based reasoning system for PCB principal process parameter identification,” Expert Systems with Applications, Vol. 32, No. 4, pp. 1183-1193. (NSC 93-2213-E-155-018) (May, 2007)
  • Tsai, Chieh-Yuan*, Chiu, Chuang-Cheng, 2007, “Developing an effective hierarchical clustering method based on traveling salesman problem model,” WSEAS Transactions on Computers, Vol. 6, No. 3, pp. 385-393. (March, 2007)
  • Tsai, Chieh-Yuan*, Wang, Jing-Chung, Chen, Chih-Jung, 2007, “Mining usage behavior change for credit card users,” WSEAS Transactions on Information Science and Applications, Vol. 4, No. 3, pp. 529-536. (March, 2007)
  • 蔡介元*、王嘉慶，2006，「產品協同設計績效衡量指標之研究」，產業與管理論壇，第八卷，第三期，39-58頁。(September, 2006)
  • Tsai, Chieh-Yuan*, Sun, T.-H., and Huang, J.-X., 2006, “A web based XML information sharing system for collaborative product development,” International Journal of Production Research, Vol. 44, No. 14, pp. 2955-2976. (August, 2006)
  • Tsai, Chieh-Yuan* and Chang, C. A., 2005, “A two-stage fuzzy approach to feature-based design retrieval,” Computers in Industry, Vol. 56, No. 5, pp. 493-505. (June, 2005)
  • Tsai, Chieh-Yuan*, Chiu, C.-C., and Chen, J. S., 2005, “A case-based reasoning system for PCB defect prediction,” Expert Systems with Applications, Vol. 28, No. 4, pp. 813-822. (NSC 92-2213-E-155-056) (May, 2005)
  • Lin, M.-C.*, Tsai, Chieh-Yuan, Cheng, C.-C., and Chang, C. A., 2004, “Using Fuzzy QFD for Design of Low-End Digital Camera,” International Journal of Applied Science and Engineering, Vol. 2, No. 3, pp. 222-233. (December, 2004)
  • Tsai, Chieh-Yuan* and Chiu, C.-C., 2004, “A purchase-based market segmentation methodology,” Expert System with Applications, Vol. 27, No. 2, pp. 265-276. (NSC 91-2213-E155-052) (August, 2004)
  • Hwang, C.-Y., Tsai, Chieh-Yuan*, and Chang, C. A., 2004, “Efficient inspection planning for coordinate measuring machines,” International Journal of Advanced Manufacturing Technology, Vol. 23, No. 9-10, pp. 732-742. (May, 2004)
  • Tsai, Chieh-Yuan*, Tien, F.-C., and Pan, T.-Y., 2004, “Development of an XML-based structural product retrieval system for virtual enterprises,” International Journal of Production Research, Vol. 42, No. 8, pp. 1505-1524. (April, 2004)
  • 蔡介元*、邱創政，2004，「以資料探勘技術建置電子化政府之智慧型資料搜尋系統」，產業與管理論壇，第六卷，第一期，91-109頁。(March, 2004)
  • Tien, F.-C.* and Tsai, Chieh-Yuan, 2004, “Scanline-based stereo matching by genetic algorithms,” International Journal of Production Research, Vol. 42, No. 6, pp. 1083-1106. (March, 2004)
  • Tien, F.-C.* and Tsai, Chieh-Yuan, 2004, “Computer Aided Inspection for Substrate Design,” International Journal of Advance Manufacturing Technology, Vol. 23, No. 3-4, pp. 279-287. (February, 2004)
  • Tsai, Chieh-Yuan* and Chang, C. A., 2003, “Fuzzy neural networks for intelligent design retrieval using associative manufacturing features,” Journal of Intelligent Manufacturing, Vol. 14, No. 2, pp. 183-195. (April, 2003)
  • 蔡介元*、張百棧、王錫中，2003，「運用關聯法則技術與類神經網路於產品開發設計之研究」，工業工程學刊，第二十卷，第二期，101-112頁。(March, 2003)
  • Tsai, Chieh-Yuan*, Lo, C.-C., and Chang, C. A., 2003, “Using fuzzy QFD to enhance manufacturing strategic planning,” Journal of the Chinese Institute of Industrial Engineers, Vol. 20, No. 1, pp. 33-41. (January, 2003)
  • 張百棧*、蔡介元、謝日章，2002，「應用資料挖掘於顧客關係管理之研究－以化妝品業為例」，工業工程學刊，第十九卷，第六期，45-59頁。(November, 2002)
  • Chang, C. A.* and Tsai, Chieh-Yuan, 1997, “Using ART1 neural networks with destructive solid geometry for design retrieving systems,” Computers in Industry, Vol. 34, No. 1, pp. 27-41

B. Conference Papers

  • Tsai, Chieh-Yuan, Tai, Lin-Yi, Lo, Chih-Chung, “An LSTM based personalized travel route recommendation system,” Proceedings of the 22nd International Conference on e-Learning, e-Business, Enterprise Information Systems, & e-Government (EEE'23), Las Vegas, Nevada, USA, July 24-27, 2023.
  • 蔡介元、陳禹任、劉兆軒、林煒翔、郭乃誌、冉桓宇，「一個以深度學習影像辨識為基之校園導覽APP」，2022中國工業工程學會年會暨學術研討會(CIIE2022)，金門，November 11-13, 2022。
  • 蔡介元、陳禹任，「結合社群媒體及深度學習之智慧型旅遊景點推薦系統」，2021中國工業工程學會年會暨學術研討會(CIIE2021)，台南，November 20, 2021
  • 蔡介元、譚家崴、王靖豪，「大數據分析於智慧電網之應用」，2020中國工業工程學會年會暨學術研討會(CIIE2020)，雲林，November 21, 2020
  • 蔡介元、戴麟懿、陳禹任，「以深度學習為基之旅行路徑推薦系統」，2020中國工業工程學會年會暨學術研討會(CIIE2020)，雲林，November 21, 2020
  • 蔡介元、邱奕凡、陳世桓「應用深度學習方法於冷起始推薦問題」，2019中國工業工程學會年會暨學術研討會(CIIE2019)，台北市，November 23, 2019
  • 蔡介元、李孟霖、莊凱雯「考量情感語意資料之產品推薦系統」，2019中國工業工程學會學年會暨學術研討會(CIIE2019)，台北市，November 23, 2019
  • Tsai, Chieh-Yuan, Paniagua, Gerardo, Chen, Yu-Jen,“ Travel route recommendation using social media photos, ” Proceedings of the 4th International Conference on Ambient Intelligence and Ergonomics in Asia (Aml&E 2019), Taoyuan, Taiwan, October 4-6, 2019.
  • Tsai, Chieh-Yuan, Paniagua, Gerardo, Chen, Yu-Jen, Lo, Chih-Chung and Yao, Liguo, “ Personalized tour recommender through geotagged photo mining and LSTM neural networks,” Proceedings of 23rd International Conference on Circuits, Systems, Communications and Computers (CSCC 2019), Marathon Beach, Athens, Greece, July 14-17, 2019.
  • Tsai, Chieh-Yuan, Chen, Yu-Jen, Wang, Kuan-Wei, “ Text classification using ensemble machine learning techniques,” Proceedings of 2018 IISE Asian Conference joint with CIEDH and CIIE Annual Conference, Taichung, Taiwan, October 18-20, 2018.
  • Tsai, Chieh-Yuan, Ji, Wei-Zhong, “Knowledge map construction using text mining and artificial bee colony algorithm,” Proceedings of the 42nd IEEE International Conference on Computers, Software & Applications (COMPSAC 2018), Tokyo, Japan, July 23-27, 2018.
  • Tsai, Chieh-Yuan, Hong, Jing-Yao, Li, Meng-Lin, “ An implicit rating based recommendation system: considering customer visiting sequence,” Proceedings of the 13th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2017), Taoyuan, Taiwan, October 14, 2017.
  • 蔡介元、許家誠、王冠偉，「結合商品分類器與情感分析之推薦系統」，2017第十三屆台灣作業研究學會年會暨學術研討會(ORSTW 2017)，桃園市，October 14, 2017。
  • Tsai, Chieh-Yuan, Ji, Wei-Zhong, “ Knowledge map construction using artificial bee colony algorithms,” Proceedings of the 7th International Workshop on Computer Science and Engineering (WCSE 2017), Beijing, China, June 25-27, 2017.
  • Tsai, Chieh-Yuan, Liu, Yi-Wen, “ Using social network analysis to explore the patent citation relationship – taking smartphone companies as an example,” Proceedings of International Conference on Innovation and Management (IAM2017 Winter), Tokyo, Japan, February 7-10, 2017.
  • Tsai, Chieh-Yuan, Shen, Sih-Wei, “ An implicit rating based product recommendation system,” Proceedings of the 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEM 2016), Taipei, Taiwan, December 7-10, 2016.
  • Tsai, Chieh-Yuan, Yao, Yu-Yu, “ Integrating sequential pattern mining techniques and support vector machines for sequence classification,” Proceedings of the 2016 International Conference on Data Mining (DMIN'16), Las Vegas, Nevada, USA, pp. 139-145, July 25-28, 2016.
  • Tsai, Chieh-Yuan, Nguyen Ngoc An, “Network analysis of patent infringement lawsuits in pharmaceutical industry,” Proceedings of the Fourth International Conference on Informatics & Applications (ICIA2015), Takamatsu, Japan, pp. 185-191, July 20-22, 2015.
  • 張郁敏*、蔡介元，「網路素人創作內容閱聽決策歷程與觸動點分析-循序樣式探勘技術之應用」，2015年中華傳播學會年會，高雄市，July 3-5, 2015。(科技部傳播調查資料庫第一期三次計畫)
  • Sheng-Hsiang Huang, Chieh-Yuan Tsai, and Chih-Chung Lo, “ A Multi-Data Mining Approach for Shelf Space Optimization: Considering Customer Behaviour,” Proceedings of the 11th International Conference on e-Business (ICE-B 2014), Vienna, Austria, August 28-30, 2014.
  • 蔡介元、黃聖翔，「Applying data mining technologies for the shelf space allocation problems」， 中國工業工程學會102年度年會暨學術研討會論文集，屏東，December 7, 2013。
  • Tsai, Chieh-Yuan, Bo-Han Lai, “ A customized visiting route service under RFID environment,” Proceedings of the 37th Annual International Computer Software & Applications Conference (COMPSAC 2013), Kyoto, Japan, July 22-26, 2013.
  • Tsai, Chieh-Yuan, Huang, Chen-Yi, “An efficient multiple object tracking method with mobile RFID readers,” Proceedings of 2013 IIE Asian Conference, Taipei, Taiwan, July 18-20, 2013.
  • 蔡介元、王馨儀、林昱辰，「無線射頻辨識定位系統精確度及成本關係之分析」，2012工業工程學會年會暨學術研討會論文集，彰化，December 15, 2012。
  • 蔡介元、陳翊萱、田昊平，「發展一個以擴增實境為基礎的員工自我學習系統–以半導體晶圓廠為例」，2012工業工程學會年會暨學術研討會論文集，彰化，December 15, 2012。
  • 蔡介元、徐梓軒、梅智皓、黃冠傑，「應用基因演算法、禁忌演算法、粒子群演算法於最佳化RFID讀取器佈置」，2012工業工程學會年會暨學術研討會論文集，彰化，December 15, 2012。
  • Tsai, Chieh-Yuan and Chung, Shang-Hsuan, “A RFID based route recommendation service for theme parks,” Proceedings of the 2011 International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology (e-CASE & e-Tech 2011), Tokyo, Japan, January 18 - 20, 2011.
  • Tsai, Chieh-Yuan and Chien, Chun-Ju, “An optimized classification model for time-interval sequences,” Proceedings of the 2010 International Conference of Computational Intelligence and Intelligent Systems (ICCIIS'10), London, U.K., pp. 160-165, 30 June - 2 July, 2010. [EI] (ISSN: 2078-0958, ISBN: 978-988-17012-9-9) (This paper has been selected as Certificate of Merit for the 2010 International Conference of Computational Intelligence and Intelligent Systems)
  • Tsai, Chieh-Yuan and Wu, Ming-Chang, “Applying a two-stage simulated annealing algorithm for shelf space allocation problems,” Proceedings of the 2010 International Conference of Manufacturing Engineering and Engineering Management (ICMEEM'10), London, U.K., pp. 2376-2380, 30 June - 2 July, 2010. [EI] (ISSN: 2078-0958, ISBN: 978-988-18210-8-9)
  • Tsai, Chieh-Yuan and Chiu, Chuang-Cheng, “A Novel Microarray Biclustering Algorithm,” Proceedings of the International Conference on Computational Statistics and Data Analysis (ICCSDA 2010), Tokyo, Japan, May 26-28, 2010. (ISSN: 2070-3724)
  • Tsai, Chieh-Yuan, Huang, Chen-Yi, and Yeh, Ting-Yi, “A mobile RFID system for multi-object searching”, Proceedings of the 2009 Asian Pacific International Conference on RFID (APICOR 2009), Taipei, Taiwan, December 15, 2009.
  • Tsai, Chieh-Yuan, Chen, Chih-Jung, and Hsiao, Ching-Chuan, “A sequential pattern mining based guiding system”, Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference (APIEMS 2009), Kitakyushu, Japan, December 14-16, 2009.
  • Tsai, Chieh-Yuan and Chen, I-Ching, “Using genetic process mining technology to construct a time-interval process model”, Proceedings of the Twenty Second International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE 2009), Tainan, Taiwan, June 24-27, 2009.
  • Tsai, Chieh-Yuan and Chiu, Chuang-Cheng, “A Residue-Based Cluster Validity Index for Gene Expression Data Biclustering”, Proceedings of the 3rd International Conference on Bioinformatics and Biomedical Engineering (iCBBE 2009), Beijing, China, June 11-13, 2009.
  • Tsai, Chieh-Yuan and Chiu, Chuang-Cheng, “Developing a significant nearest neighbor search method for effective case retrieval in a CBR System”, Proceedings of International Association of Computer Science and Information Technology – Spring Conference (IACSIT-SC 2009), pp. 262-266, Singapore, April 17-20, 2009.
  • 蔡介元、陳致融、劉泓郁，「建構一個以模糊關聯法則為基礎之產品開發系統」，中國工業工程學會97年度年會暨學術研討會論文集，中壢，桃園，December 13, 2008
  • 蔡介元、陳致融、陳依伶，「最佳化模糊關聯規則演算法」，中國工業工程學會97年度年會暨學術研討會論文集，中壢，桃園，December 13, 2008
  • Tsai, Chieh-Yuan and Chiu, Chuang-Cheng, “Developing a novel clustering algorithm for the purchasing behavior-based customer segmentation,” Proceedings of the 9th Asia Pacific Industrial Engineering & Management Systems Conference (APIEMS 2008), Bali, Indonesia, December, 3-5, 2008.
  • Tsai, Chieh-Yuan and Chen, Chih-Jung, “A common module mining method for variant products,” Proceedings of the 2008 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008), Singapore, October 12-15, 2008.
  • Tsai, Chieh-Yuan and Chiu, Chuang-Cheng, “A clustering-oriented star coordinate translation method for reliable clustering parameterization,” Proceedings of the 12th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2008, LNAI 5012), Osaka, Japan, pp. 749–758, May 20-23, 2008.
  • Tsai, Chieh-Yuan, Lin, Meng-Jhen, and Chen, Chih-Jung, “An efficient assignment sequence algorithm for the multi-stage shelf allocation problem,” Proceedings of the 8th APIEMS & 2007 CIIE Conference, Kaohsiung, Taiwan, December 9-13, 2007.
  • 蔡介元、鍾佩潔，「建立一個以PSO求解多點最佳路徑的行動地理資訊系統」，2007年台灣作業研究學會學術研討會論文集，花蓮，October 26-27, 2007
  • Chiu, Chuang-Cheng, Tsai, Chieh-Yuan “An efficient feature selection approach for clustering: using a Gaussian mixture model of data dissimilarity,” Proceedings of the 2007 International Conference on Computational Science and Its Applications (ICCSA 2007, LNCS 4705), Kuala Lumpur, Malaysia, pp.1107–1118, August 26-29, 2007.
  • Chiu, Chuang-Cheng, Tsai, Chieh-Yuan “A k-anonymity clustering method for effective data privacy preservation,” Proceedings of the third International Conference on Advanced Data Mining and Applications (ADMA 2007, LNAI 4632), Harbin, China, pp. 89–99, August 6-8, 2007.
  • Tsai, Chieh-Yuan “A credit card usage behaviour analysis framework - a data mining approach,” Proceedings of the International Joint Conference on e-Business and Telecommunications (ICE-B 2007), Barcelona, Spain, 28-31 July 2007.
  • Chiu, Chuang-Cheng, Tsai, Chieh-Yuan, “A weighted feature C-means clustering algorithm for case indexing and retrieval in cased-based reasoning,” Proceedings of the 20th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2007, LNAI 4570), Kyoto, Japan, pp. 541–551, June 26-29, 2007.
  • 蔡介元、鄭秀卉，「RFID環境下互動式行動導覽系統之研究」，2006年中國工業工程學會學術研討會論文集，台中，December 23, 2006
  • 邱創政、蔡介元，「Improving the performance of K-means clustering algorithm by a feature weight self-adjustment mechanism」，2006年中國工業工程學會學術研討會論文集，台中，December 23, 2006
  • Tsai, Chieh-Yuan, Chiu, Chuang-Cheng, “A VNS-based hierarchical clustering method,” Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS ’06), Venice, Italy, November 20-22, 2006.
  • Tsai, Chieh-Yuan, Wang, Jing-Chung, and Chen, Chih-Jung, “A change detection model for credit card usage behavior,” Proceedings of the 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS ’06), Venice, Italy, November 20-22, 2006.
  • Tsai, Chieh-Yuan and Chiu, C.-C., “A case-based reasoning system for PCB fabrication cost estimation in product design phase,” Proceedings of the 36th International Conference on Computers and Industrial Engineering, Taipei, Taiwan, R.O.C., June 20-23, 2006.
  • 蔡介元、陳志源，「以 XML 技術為基礎的多方協商機制之探討」，2006產業電子化運籌管理學術暨實務研討會論文集，宜蘭，June 15, 2006
  • Tsai, Chieh-Yuan, Chiu, C.-C., Chao, S.-M., “A real-time mobile system for fetal heart rate monitoring and fetal distress detection,” Proceedings of the 7th International Conference on Mobile Data Management (MDM’06), Nara, Japan, May 9-13, 2006.
  • 蔡介元、吳俊逸，「發展一個以語意網路為基礎的分散式資料挖掘系統」，中國工業工程學會九十四年度年會暨學術研討會論文集，新竹，December 17, 2005
  • 蔡介元、林伶恩、楊哲智，「一個以資料挖掘為基礎的校系競爭關係評估模式」，中國工業工程學會九十四年度年會暨學術研討會論文集，新竹，December 17, 2005
  • Tsai, Chieh-Yuan and Tsai, M.-H., “A dynamic Web Service based data mining process system,” Proceedings of the Fifth International Conference on Computer and Information Technology, Shanghai, China, September 21-23, 2005.
  • Tsai, Chieh-Yuan, Wang, J.-C., and Huang, P.-W., “Change mining for credit card customer relationship management,” Proceedings of the 3rd ANQ Congress and the 19th Asia Quality Symposium, Taipei, Taiwan, September 20-23, 2005.
  • 蔡介元、陳冠榮、邱創政，「運用Web Services技術建置一個以ebXML為基之自動化訂單協商機制 – 以PCB產業為例」，第六屆電子化企業經營管理理論暨實務研討會論文集，彰化，May 21, 2005
  • 蔡介元、林皙杰、凃郁慈、魏成瑋，「資料探勘與Web Services之整合性研究」，2005第一屆資訊管理學術暨專案管理實務研討會論文集，桃園，April 23, 2005
  • 蔡介元、陳志源、周宜成、 張兆祥，「應用資料挖掘技術於網路入侵偵測警示報告」，2005第一屆資訊管理學術暨專案管理實務研討會論文集，桃園，April 23, 2005
  • Chiu, C.-C. and Tsai, Chieh-Yuan, “A primitive-based textural defect detection for gray-level regular texture images,” Proceedings of the 17th Conference of Computer Vision, Graphics, and Image Processing, Hua-Lan, Taiwan, 15-17 August, 2004.
  • Chiu, C.-C. and Tsai, Chieh-Yuan, “A Web Services-Based Collaborative Scheme for Credit Card Fraud Detection,” Proceedings of the 2004 IEEE International Conference on e-Technology, e-Commerce and e-Services (EEE 2004), Taipei, Taiwan, 29-31 March, 2004.
  • 蔡介元、許玉瓊、邱宇婷、蔡旻宏，「建構一個以Data Mining技術為基礎的Web Service」，第九屆資訊管理暨實務研討會論文集，彰化，第192頁，December 13, 2003
  • 莊瑞南、蔡介元，「以模糊決策樹建構設計製造性知識管理之研究」，中國工業工程學會九十二年度年會暨學術研討會論文集，彰化，第155頁，December 6, 2003
  • 侯靜媛、林以蓁、黃博聞、蔡介元，「應用資料探勘技術於多物項存貨模式之探討」，中國工業工程學會九十二年度年會暨學術研討會論文集，彰化，第211頁，December 6, 2003
  • 蔡介元、陳連松、劉泓郁，「以類神經網路運用於化學戰劑之辨識」，九十二年度國防整體後勤支援年會暨研討會論文集，桃園，第105-112頁，October 24, 2003
  • 邱創政、蔡介元，「以資料探勘技術建置電子化政府之智慧型資料搜尋系統」，第四屆電子化企業經營管理理論暨實務研討會論文集，彰化，第90頁，May 10, 2003
  • Tsai, Chieh-Yuan, Tang, Y.-C., and Kung H.-S., “Using Neural-Networks for Inter-Organizational PCB Manufacturability and Quote Analysis,” Proceedings of the Forth Asia-Pacific Conference on Industrial Engineering and Management Systems, Taipei, Taiwan, December 18-20, 2002.
  • 蔡介元、許盛堡、陳麗君，「建構一個QFD與FMEA之同步工程整合架構」，第八屆全國品質管理研討會論文集，台中，November 1, 2002
  • 蔡介元、林雅娟、潘宗裕，「以XML為基之產品結構管理系統」，2002年科技與管理學術研討會論文集，台北，第4頁，October 18, 2002
  • 蔡介元、鄭苡蕾、王錫中，「利用資料採礦技術於新產品開發」，2002年科技與管理學術研討會論文集，台北，第3頁，October 18, 2002
  • 蔡介元、謝占魁，「以IDEF0方法論建構承攬商施工安全管理模式」，第一屆勞工安全衛生暨勞動災害防止學術研討會論文集，台北，14-19頁，April 12, 2002
  • 蔡介元、簡弘智，「運用類神經網路在產品知識管理的應用」，第三屆亞太管理學術研討會論文集，台南，309-314頁，May 8-9, 2001。
  • 蔡介元、簡弘智，「利用專家系統支援電子商務方案評估 – 以台灣實體書店業為例」，第二屆電子化企業經營管理理論暨實務研討會論文集，彰化，90-100頁，April 28, 2001
  • Tsai, Chieh-Yuan and Chang, C. A., “An Intelligent Feature-Based Design Retrieval System under Rapid Design Environment,” Proceedings of the 5rth Annual International Conference on Industrial Engineering -Theory, Applications and Practice, Hsinchu, Taiwan, pp. 2-87, December 13-15, 2000.
  • Lin, M.-C., Chen, C.-H., and Tsai, Chieh-Yuan, “Development of an engineering design database for the walking-aided rehabilitation apparatus,” Proceedings of the 3rd International Conference on Engineering Design and Automation, Vancouver, B. C., Canada, pp. 893-899, August 1-4, 1999.
  • Tsai, Chieh-Yuan, “Dynamic classification of categorical data using an unsupervised artificial neural network,” Proceedings of the 15th Midwest Chinese American Science and Technology, St. Louis, USA, pp. 37, June 13, 1998.
  • Tsai, Chieh-Yuan, Lo, C.-C., and Chang, C. A., “Using artificial intelligent for dynamic classification of categorical data,” Proceedings of the Third Conference on MIS Research and Practice, ChiaYi, Taiwan, Nov. 20-21, 1997.
  • Lo, C.-C., Tsai, Chieh-Yuan, and Chang, C. A., “An information fusion method for supply chain management,” Proceedings of the CIIE Conference, Kao-Hsung, Taiwan, pp. 324-328, 1997.

C. Book Chapters

  • 1. Tsai, Chieh-Yuan “A hybrid data mining approach for credit card usage behavior analysis,” Communications in Computer and Information Science, Vol. 23, Springer, pp. 85–97, 2008.
  • 2. Chang, C. A. and Tsai, Chieh-Yuan, “Intelligent Design Retrieving Systems Using Neural Networks,” Computational Intelligence in Manufacturing Handbook, CRC press, Chapter 7, pp. 7.1 – 7.11, 2000.
  • 3. Tsai, Chieh-Yuan, “A flexible feature-based design retrieval system,” Ph.D. Dissertation, University of Missouri-Columbia, May 1999.
  • 4. Tsai, Chieh-Yuan, “Using destructive solid geometry approach to ART1 neural network for design retrieval,” Master Thesis, University of Missouri-Columbia, May 1995.