指導教授

蔡介元

元智大學工業工程與管理學系教授
辨公室:2517 分機:2512 實驗室:產業電子化與生產管理實驗室 電子郵件:cytsai@saturn.yzu.edu.tw

專長


資料探勘演算法與應用、智慧型決策支援與推薦系統、電子商務與行動商務、設計資料存取與產品開發、RFID技術與應用

學歷


年度 學歷
1999 美國密蘇里大學哥倫比亞校區工業與製造系統工程
1995 美國密蘇里大學哥倫比亞校區工業工程
1992 國立中興大學機械工程學系

經歷


年度 職位
2016-Present 元智大學教務處副教務處長
2016-Present 元智大學教務處教學卓越中心組長
2015-2016 元智大學教務處課務組組長
2009-Present 元智大學工業工程與管理學系教授
2005-2009 元智大學工業工程與管理學系副教授
2000-2005 元智大學工業工程與管理學系助理教授
1999-2000 南華大學資訊管理學系助理教授
1997-1998 美國密蘇里大學資訊服務中心顧問
1996-1997 美國密蘇里大學計算機中心助理
1995-1999 美國密蘇里大學工業與製造系統工程研究助理、教學助理

期刊職務


年度 職位
2013-2015 品質學報 製作編輯
2010-2011 品質學報 製作編輯
2010-2011 品質學報 副編輯

研究成果

A. 期刊論文

  • 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. 研討會論文

  • 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.
  • 黃聖翔、蔡介元,「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. 專書及專書論文

  • 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.