A. 期刊論文 1. Chieh-Yuan Tsai;Yi-Fan Chiu;Yu-Jen Chen,A two-stage neural network-based cold start item recommender,Applied Sciences-Basel, Vol. 11, pp 4243~NA ( 2021/05 ) |
2. Haisong Huang;Liguo Yao;Jyu-Shang Chang;Chieh-Yuan Tsai;R. Kuo, Using product network analysis to optimize product-to-shelf assignment problems, Applied Sciences-Basel, Vo9, No.8, pp1581~NA(2019/04) |
3. R.J. Kuo;T.C. Lin;F.E. Zulvia;Chieh-Yuan Tsai, A hybrid metaheuristic and kernel intuitionistic fuzzy c-means algorithm for cluster analysis, Applied Soft Computing, Vol.67, pp299~308(2018/06) |
4. Chieh-Yuan Tsai;Ming-Hong Li;R. J. Kuo,A shopping behavior prediction system: considering moving patterns and product characteristics,Computers & Industrial Engineering, Vol. 106, pp 192~204 ( 2017/04 ) |
5. R.J. Kuo;T.C. Lin;F.E. Zulvia;Chieh-Yuan Tsai, A hybrid metaheuristic and kernel intuitionistic fuzzy c-means algorithm for cluster analysis, Applied Soft Computing, Vol. 67,No. NA, pp299~308(2018/06) |
6. Chieh-Yuan Tsai;Hui-Ting Chang;Ren Jieh Kuo,An ant colony based optimization for RFID reader deployment in theme parks under service level consideration,Tourism Management, Vol. 58, pp 1~14 ( 2017/02 ) |
7. Ren-Jieh Kuo;C.H. Mei;F.E. Zulvia;Chieh-Yuan Tsai,An application of a metaheuristic algorithm-based clustering ensemble method to APP customer segmentation,Neurocomputing, Vol. 205, pp 116~129 ( 2016/09 ) |
8. Haisong Huang;Liguo Yao;Chieh-Yuan Tsai,Transportation service quality improvement through closed sequential pattern mining approach,Cybernetics and Information Technologies, Vol. 16, pp 185~194 ( 2016/09 ) |
9. 張郁敏;Chieh-Yuan Tsai,網路素人創作內容決策歷程與觸動點分析:循序樣式探勘技術之應用,中華傳播學刊, Vol. 30, pp 111~141 ( 2016/12 ) |
10. Chieh-Yuan Tsai;Bo-Han Lai,A location-item-time sequential pattern mining algorithm for route recommendation,Knowledge-Based Systems, Vol. 73 , pp 97~110 ( 2015/01 ) |
11. Chieh-Yuan Tsai;Huang, Sheng-Hsiang,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, pp 344~352 ( 2015/10 ) |
12. Chieh-Yuan Tsai;Sheng-Hsiang Huang,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 ( 2015/02 ) |
13. Chieh-Yuan Tsai;Chih-Jung Chen,A PSO-AB Classifier for solving sequence classification problems,Applied Soft Computing, Vol. 27 , pp 11~27 ( 2015/02 ) |
14. Ren-Jieh Kuo;S. S. Chen;W. C. Cheng;Chieh-Yuan Tsai,Integration of artificial immune network and K-means for cluster analysis,Knowledge and Information Systems, Vol. 40 , No. 3 , pp 541~557 ( 2014/09 ) |
15. Chieh-Yuan Tsai;Chih-Jung Chen;Yu-Ting Lo,A cost-based module mining method for the assemble-to-order strategy,Journal of Intelligent Manufacturing, Vol. 25 , No. 6 , pp 1377~1392 ( 2014/12 ) |
16. Chieh-Yuan Tsai;Chih-Jung Chen;Wen-Jen Lee, An optimized classification method for multi-classed sequencesInternational Journal of Machine Learning and Computing, 3, pp. 54~59(2013) |
17. Chieh-Yuan Tsai;Chen, Chih-Jung;Chien, Chun-Ju, 'A time-interval sequence classification method', Knowledge and Information Systems, Vol. 37, No. 2, pp. 251~278(2013/11) |
18. Chieh-Yuan Tsai;Chung, Shang-Hsuan, A personalized route recommendation service for theme parks using RFID information and tourist behaviorDecision Support Systems, 52, pp. 514~527(2012) |
19. Chieh-Yuan Tsai;Liou, James J. H.;Chen, Ching-Chuan;Hsiao, Ching-Chuan, Generating touring path suggestions using time-interval sequential pattern miningExpert Systems With Applications, 39, pp. 3593~3602(2012) |
20. Chieh-Yuan Tsai;Chih-Chung Lo;Chao-Wen Lin, A time-interval sequential pattern change detection methodInternational Journal of Information Technology & Decision Making, 10, pp. 83~108, 201101 |
21. James J. H. Liou;Ching-Hui Tang;Wen-Chien Yeh;Chieh-Yuan Tsai, A decision rules approach for improvement of airport service qualityExpert Systems With Applications, 38, pp. 13723~13730(2011) |
22. James J. H Liou;Chieh-Yuan Tsai;Rong-Ho Lin;Gwo-Hshiung Tzeng, A modified VIKOR multiple-criteria decision method for improving domestic airlines service qualityJournal of Air Transport Management, 17, pp. 57~61, 201103 |
23. James J. H. Liou;Gwo-Hshiung Tzeng;Chieh-Yuan Tsai;Chao-Che Hsu, A hybrid ANP model in fuzzy environments for strategic alliance partner selection in the airline industryApplied Soft Computing, 11, pp. 3515~3524, 201106 |
24. Chieh-Yuan Tsai;Pei-Heng Lo, A sequential pattern based route suggestion systemInternational Journal of Innovative Computing, Information and Control, 6, pp. 4389~4408, 201010 |
25. Chieh-Yuan Tsai;Henyi Jen;I-Ching Chen, Time-interval process model discovery and validation - a genetic process mining approachApplied Intelligence, 33, pp. 54~66, 201008 |
26. Chieh-Yuan Tsai;Shieh, Yu-Chen,A change detection method for sequential patterns,Decision Support Systems,Vol. 46, No. 2,pp.501-511,200901 |
27. Chieh-Yuan Tsai;Chi-Yang Tsai;Huang, Po-Wen,An association clustering algorithm for can-order policies in the joint replenishment problem,International Journal of Production Economics,Vol. 117, No. 1,pp. 30-41,200901 |
28. Chieh-Yuan Tsai;Chiu, Chuang-Cheng,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 |
29. Chieh-Yuan Tsai;Liou, James J.H.;Huang, Ting-Mei,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. 6533-6555,200812 |
30. Chieh-Yuan Tsai;Chiu, Chuang-Cheng,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. |
31. Chieh-Yuan Tsai;Chiu, Chuang-Cheng,A Clustering-Oriented Star Coordinate Translation Method for Reliable Clustering Parameterization,Lecture Notes in Artificial Intelligence,Vol. 5012,pp. 749-758 |
32. Chieh-Yuan Tsai;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) |
33. Chieh-Yuan Tsai;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) |
34. Chieh-Yuan Tsai;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 |
35. Chieh-Yuan Tsai;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) |
36. Tsai, C.-Y. and Chiu, C.-C., 2007, “A case-based reasoning system for PCB principal process parameter identification,” Expert Systems with Applications (NSC 93-2213-E-155-018) (Accepted and to appear in 2007) [SCI] |
37. Tsai, C.-Y., Chiu, Chuang-Cheng,Developing an effective hierarchical clustering method based on traveling salesman problem model,WSEAS Transactions on Computers,(期別:Vol. 6, No. 3,pp. 385-393)2007/3 |
38. Tsai, C.-Y., Chiu, Chuang-Cheng,A case-based reasoning system for PCB principal process parameter identification,Expert Systems with Applications,(期別:Vol. 32, No. 4,pp. 1183-1193)2007/5 |
39. Tsai, C.-Y., Wang, Jing-Chung;Chen, Chih-Jung,Mining usage behavior change for credit card users,WSEAS Transactions on Information Science and Applications,(期別:Vol. 4, No. 3,pp. 529-536)2007/3 |
40. Chiu, Chuang-Cheng;Tsai, C.-Y., A k-anonymity clustering method for effective data privacy preservation,Lecture Notes in Artificial Intelligence,Vol. 4632, pp. 89–99 |
41. Tsai, C.-Y., Chiu, Chuang-Cheng,An efficient feature selection approach for clustering: using a Gaussian mixture model of data dissimilarity,Lecture Notes in Computer Science,Vol. 4705, pp. 1107–1118 |
42. Tsai, C.-Y., Sun, T.-H.;Huang, J.-X.,A web based XML information sharing system for collaborative product development,International Journal of Production Research,(期別:Vol. 44, No. 14,pp. 2955-2976)2006/8 |
43. Tsai, C.-Y. and Wang, C.-C., 2006, “The Study of Performance Measurement Indicators for Product Collaborative Design,” Industry Forum. (in Chinese) (Accepted and to appear in 2006) |
44. Tsai, C.-Y., 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) [SCI] [EI] |
45. Tsai, C.-Y., Wang, Chia-Ching,The study of performance measurement indicators for product collaborative design,Industry Forum,(期別:Vol. 8, No. 3,pp. 39-58),2006/9 |
46. Tsai, C.-Y. 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) [SCI] [EI] |
47. Tsai, C.-Y., 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) [SCI] |
48. Hwang, C.-Y., Tsai, C.-Y., 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. [SCI] |
49. Tien, F.-C. and Tsai, C.-Y., 2004, “Scanline-based stereo matching by genetic algorithm,” International Journal of Production Research, Vol. 42, No. 6, pp. 1083-1106. [SCI] |
50. Tien, F.-C. and Tsai, C.-Y., 2004, “Computer Aided Inspection for Substrate Design,” International Journal of Advance Manufacturing Technology, Vol. 23, No. 3-4, pp. 279-287. [SCI] |
51. Tsai, C.-Y. and Chiu, C.-C., 2004, “Using data mining technology to construct an intelligent information retrieval system for e-government,” Industry Forum, Vol. 6, No. 1, pp. 91-109. |
52. Tsai, C.-Y., 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. [SCI] |
53. Tsai, C.-Y. and Chiu, C.-C., 2004, “A purchase-based market segmentation methodology,” Expert System with Applications, Vol. 27, No. 2, pp. 265-276. [SCI] |
54. Lin, M.-C., Tsai, C.-Y., 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. |
55. Tsai, C.-Y., Chang, P.-C., and Wang, S.-J., 2003, “Applying association-rule techniques and artificial neural networks to product development,” Journal of the Chinese Institute of Industrial Engineers, Vol. 20, No. 2, pp. 101-112. [EI] |
56. Tsai, C.-Y., 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. [EI] |
57. Tsai, C.-Y. 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. [SCI] |
58. Chang, P.-C., Tsai, C.-Y., and Hsieh, J. C., 2002, “Application of data mining to customer relationship management – the case of cosmetics,” Journal of the Chinese Institute of Industrial Engineers, Vol. 19, No. 6, pp. 45-59. [EI] |
59. Chang, C. A. and Tsai, C.-Y., 1997, “Using ART1 neural networks with destructive solid geometry for design retrieving systems,” Computers in Industry, Vol. 34, No. 1, pp. 27-41. [SCI] |
B. 會議論文 1. Chieh-Yuan Tsai;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), ( 2020/11/21 ) |
2. Chieh-Yuan Tsai;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), ( 2020/11/21 ) |
3. Chieh-Yuan Tsai;Gerardo Paniagua;Yu-Jen Chen;Chih-Chung Lo;Liguo Yao, Personalized Tour Recommender through Geotagged Photo Mining and LSTM Neural Networks, The 23rd International Conference on Circuits, Systems, Communications and Computers (CSCC 2019), 2019/07/14 |
4. Chieh-Yuan Tsai;Gerardo Paniagua;Yu-Jen Chen, Travel route recommendation using social media photos, The 4th International Conference on Ambient Intelligence and Ergonomics in Asia (Aml&E 2019) ( 2019/10/04 ) |
5. Chieh-Yuan Tsai;李孟霖;莊凱雯, 考量情感語意資訊之產品推薦系統, 2019中國工業工程學會年會暨學術研討會(CIIE2019) ( 2019/11/23 ) |
6. Chieh-Yuan Tsai;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) ( 2019/11/23 ) |
7. Chieh-Yuan Tsai;Wei-Zhong Ji, Knowledge map construction using text mining and artificial bee colony algorithm, The 42nd IEEE International Conference on Computers, Software & Applications (COMPSAC 2018), Japan(2018/07/23) |
8. Chieh-Yuan Tsai;Wei-Zhong Ji, Knowledge map construction using text mining and artificial bee colony algorithm, The 42nd IEEE International Conference on Computers, Software & Applications (COMPSAC 2018), Japan, 2018/07/23 |
9. Chieh-Yuan Tsai;Yu-Jen Chen;Kuan-Wei Wang, Text classification using ensemble machine learning techniques, 2018 IISE Asian Conference joint with CIEDH and CIIE Annual Conference, 2018/10/18 |
10. Chieh-Yuan Tsai;Wei-Zhong Ji,Knowledge map construction using artificial bee colony algorithms,The 7th International Workshop on Computer Science and Engineering (WCSE 2017),Beijing, China ( 2017/06/25 ) |
11. Chieh-Yuan Tsai;Jing-Yao Hong;Meng-Lin Li, An implicit rating based recommendation system: considering customer visiting sequence, The 13th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2017), Taiwan(2017/10/14) |
12. Chieh-Yuan Tsai;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), Taiwan(2017/10/14) |
13. Chieh-Yuan Tsai;Yi-Wen Liu,Using social network analysis to explore the patent citation relationship – taking smartphone companies as an example,International Conference on Innovation and Management (IAM2017 Winter),Tokyo, Japan ( 2017/02/07 ) |
14. Chieh-Yuan Tsai;Yao, Yu-Yu,Integrating sequential pattern mining techniques and support vector machines for sequence classification,The 2016 International Conference on Data Mining (DMIN'16),USA ( 20160725 ) |
15. Chieh-Yuan Tsai;Sih-Wei Shen,An implicit rating based product recommendation system,The 17th Asia Pacific Industrial Engineering and Management Systems Conference (APIEM 2016), ( 2016/12/07 ) |
16. 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 ( 2015/07 ) |
17. Chieh-Yuan Tsai;Nguyen Ngoc An,Network Analysis of Patent Infringement Lawsuits in Pharmaceutical Industry,Tthe Fourth International Conference on Informatics & Applications (ICIA2015) ( 2015/07 ) |
18. Sheng-Hsiang Huang;Chieh-Yuan Tsai;Chih-Chung Lo,A Multi-Data Mining Approach for Shelf Space Optimization: Considering Customer Behaviour,The 11th International Conference on e-Business (ICE-B 2014) ( 2014/08 ) |
19. Chieh-Yuan Tsai;Chen-Yi Huang, An efficient multiple object tracking method with mobile RFID readers, 2013 IIE Asian Conference(2013) |
20. Chieh-Yuan Tsai;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(2013) |
21. Chieh-Yuan Tsai;Bo-Han Lai, A customized visiting route service under RFID environment, The 37th Annual International Computer Software & Applications Conference (COMPSAC 2013)(2013) |
22. Chieh-Yuan Tsai;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(2012) |
23. Chieh-Yuan Tsai;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(2012) |
24. Chieh-Yuan Tsai;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(2012) |
25. Chieh-Yuan Tsai;Shang-Hsuan Chung, A RFID based route recommendation service for theme parks, 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 |
26. Tsai, C.-Y.,Chiu, Chuang-Cheng, A Novel Microarray Biclustering Algorithm, The International Conference on Computational Statistics and Data Analysis (ICCSDA 2010), ., 201005 |
27. Tsai, C.-Y.,Wu, Ming-Chang, Applying a two-stage simulated annealing algorithm for shelf space allocation problems, The 2010 International Conference of Manufacturing Engineering and Engineering Management (ICMEEM'10), ., 201006 |
28. Tsai, C.-Y.,Chien, Chun-Ju, An optimized classification model for time-interval sequences, The 2010 International Conference of Computational Intelligence and Intelligent Systems (ICCIIS'10), ., 201006 |
29. Tsai, C.-Y.,Chen, Chih-Jung;Hsiao, Ching-Chuan, A sequential pattern mining based guiding system, Proceedings of the Asia Pacific Industrial Engineering & Management Systems Conference (APIEMS 2009), 200912 |
30. Tsai, C.-Y.,Huang, Chen-Yi;Yeh, Ting-Yi, A mobile RFID system for multi-object searching, Proceedings of the 2009 Asian Pacific International Conference on RFID (APICOR 2009), 200912 |
31. 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,200812 |
32. 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,200812 |
33. Chieh-Yuan Tsai;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),200812 |
34. Tsai, C.-Y., Chiu, Chuang-Cheng,A weighted feature C-means clustering algorithm for case indexing and retrieval in cased-based reasoning,The 20th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA/AIE 2007), Kyoto, Japan,2007/6 |
35. Tsai, C.-Y., A credit card usage behaviour analysis framework - a data mining approach,The International Joint Conference on e-Business and Telecommunications (ICE-B 2007), Barcelona, Spain,2007/7 |
36. Tsai, C.-Y., Lin, Meng-Jhen;Chen, Chih-Jung,An Efficient Assignment Sequence Algorithm for the Multi-Stage Shelf Allocation Problem,The 8th APIEMS & 2007 CIIE Conference, Kaohsiung, Taiwan |
37. 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 |
38. Tsai, C.-Y., 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 (NSC94-2213-E1 |
39. 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。 |
40. Tsai, C.-Y. 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 (N |
41. Tsai, C.-Y., Wang, Jing-Chung;Chen, Chih-Jung,A change detection model for credit card usage behavior,T5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS' 06), Venice, Italy,2006/11 |
42. Tsai, C.-Y., Chiu, Chuang-Cheng,A VNS-based hierarchical clustering method,The 5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS' 06), Venice, Italy,2006/11 |
43. 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,台中,2006/12 |
44. 邱創政;Tsai, C.-Y., 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,台中,2006/12 |
45. 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,新竹,December 17, 2005。 |
46. 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,新竹,December 17, 2005。 |
47. Tsai, C.-Y. 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. (NSC94-2213-E-155-005) |
48. Tsai, C.-Y., 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. |
49. 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。 |
50. 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。 |
51. 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。 |
52. Chiu, C.-C. and Tsai, C.-Y., “A Web Services-Based Collaborative Scheme for Credit Card Fraud Detection,” Proceeding of the 2004 IEEE International Conference on e-Technology, e-Commerce and e-Services (EEE 2004), Taipei, Taiwan, 29-31 March, 2004. |
53. Chiu, C.-C. and Tsai, C.-Y., “A primitive-based textural defect detection for gray-level regular texture images,” Proceeding of the 17th Conference of Computer Vision, Graphics, and Image Processing, Hua-Lan, Taiwan, 15-17 August, 2004. |
54. 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。 |
55. 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。 |
56. 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。 (大專生學生論文競賽佳作) |
57. 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。 |
58. 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。 |
59. 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。 |
60. 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。 |
61. 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。 |
62. 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。 |
63. Tsai, C.-Y., Tang, Y.-C., and Kung H.-S., “Using Neural-Networks for Inter-Organizational PCB Manufacturability and Quote Analysis,” Proceeding of the Forth Asia-Pacific Conference on Industrial Engineering and Management Systems, Taipei, Taiwan, December 18-20, 2002. |
64. 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 |
65. 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。 |
66. Tsai, C.-Y. 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. |
67. Lin, M.-C., Chen, C.-H., and Tsai, C.-Y., “Development of an engineering design database for the walking-aided rehabilitation apparatus,” Proceeding of the 3rd International Conference on Engineering Design and Automation, Vancouver, B. C., Canada, pp. 893-899, August 1-4, 1999. |
68. Tsai, C.-Y., “Dynamic classification of categorical data using an unsupervised artificial neural network,” Proceeding of the 15th Midwest Chinese American Science and Technology, St. Louis, USA, pp. 37, June 13, 1998. |
69. Lo, C.-C., Tsai, C.-Y., and Chang, C. A., “An information fusion method for supply chain management,” Proceeding of the CIIE Conference, Kao-Hsung, Taiwan, pp. 324-328, 1997. |
70. Tsai, C.-Y., Lo, C.-C., and Chang, C. A., “Using artificial intelligent for dynamic classification of categorical data,” Proceeding of the Third Conference on MIS Research and Practice, ChiaYi, Taiwan, Nov. 20-21, 1997. |
C. 專書及專書論文 1. Chieh-Yuan Tsai,A hybrid data mining approach for credit card usage behavior analysis,Communications in Computer and Information Science, Vol. 23, pp. 85–97, 2008, Springer,200811 |
2. Chang, C. A. and Tsai, C.-Y., “Intelligent Design Retrieving Systems Using Neural Networks,” Computational Intelligence in Manufacturing Handbook, CRC press, Chapter 7, pp. 7.1 – 7.11, 2000. |
3. Tsai, C.-Y., “A flexible feature-based design retrieval system,” Ph.D. Dissertation, University of Missouri-Columbia, May 1999. |
4. Tsai, C.-Y., “Using destructive solid geometry approach to ART1 neural network for design retrieval,” Master Thesis, University of Missouri-Columbia, May 1995. |
D. 獎項 1. 梅智皓;徐梓軒;黃冠傑, 工業工程與管理學會, 2012年「工業工程與管理學會」學生專題論文競賽 資訊系統組 佳作(2012) |
E. 技術報告 1. 國科會研究計劃期中精簡報告,編號NSC93-2213-E-155-018,「印刷電路板生產規劃決策支援系統之開發-子計畫三:印刷電路板之設計評估與製造分析模式(2/3)」,執行期間2004年8月1日至2005年7月31日。 |
2. 經濟部工業局專案計劃期末報告,「經營管理品質推動策略規劃報告」,執行期間2004年5月11日至2004年11月10日。 |
3. 國科會研究計劃結案報告,編號NSC93-2623-7-155-009,「協同工程績效評估模式之探討」,執行期間2004年1月至2004年12月。 |
4. 國科會研究計劃結案報告,編號NSC91-2213-E-155-052,「發展一個以STEP為基的印刷電路板可製造性分析與報價評估系統」,執行期間2002年7月至2003年7月。 |
5. 國科會研究計劃期中精簡報告,編號NSC92-2213-E-155-056,「印刷電路板生產規劃決策支援系統之開發-子計畫三:印刷電路板之設計評估與製造分析模式(1/3)」,執行期間2003年7月至2004年7月。 |
6. 國科會研究計劃結案報告,編號NSC90-2218-E-155-003,「虛擬企業環境下的產品結構管理系統之開發」,執行期間2001年7月至2002年7月。 |
7. 教育部電子化供應鏈產學合作計劃期末報告,「電子化供應鏈產學合作計劃-以印刷電路板業為例」,執行期間2002年1月至2002年12月。 |
8. 國科會研究計劃結案報告,編號NSC89-2218-E-216-019,「智慧型通訊多媒體的內涵資料擷取技術之研究」,執行期間2000年7月至2001年7月。 |
9. 台灣有線視訊寬頻網路發展協進會研究計劃結案報告,「建構顧客關係管理(CRM)導向的電子化政府─民眾透過寬頻網際網路使用電子化政府之研究」,執行期間2001年7月至2001年12月。 |
10. 國科會研究計劃結案報告,編號NSC89-2213-E-431-002,「資訊融合技術於供應鏈管理之應用-以供應商之多特性績效評估為例」,執行期間2000年7月至2001年7月。 |
11. 國科會研究計劃結案報告,編號NSC89-2213-E-343-002,「特徵式的設計搜尋系統之開發」,執行期間1999年12月至2000年7月。 |