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吳瑞煜

職稱：副教授兼系主任/所長

姓名：吳瑞煜

學歷：元智大學工業工程與管理博士

研究領域：
計算智慧、企業電子化、商業智慧、資訊管理應用

分機：#6500, #6509

E-mail：jywu@mail.lhu.edu.tw

ERP E-learning & KM System

Membership:

  1. Taiwanese Association for Artificial Intelligence, Permanent member (2005~Present)
  2. Chinese Enterprise Resource Planning Society, Permanent member (2007~Present)
  3. IEEE, member (2010~Present), IEEE Computational Intelligence Society Membership (2012~Present)

連結機構典藏，瀏覽詳細資料。

A. 期刊論文：

  • Jui-Yu Wu*, “Hybrid Artificial Immune Algorithm and Multilayer Perceptron Classifier for Solving Credit Risk Evaluation Problems,” ICIC Express Letters-An International Journal of Research and Surveys, Vol. 8, No. 1, January 2014, pp. 251-256. (EI)
  • Jui-Yu Wu*, “Solving Unconstrained Global Optimization Problems via Hybrid Swarm Intelligence Approaches,” Mathematical Problems in Engineering, doi:10.1155/2013/256180, Vol. 2013, Article ID 256180, March 2013, pp. 1-15. (SCIE/EI) (in MATHEMATICS, INTERDISCIPLINARY APPLICATIONS, 2012:IF = 1.383, Rank factor=29/93= 31.18%)NSC 100-2622-E-262-006-CC3
  • Jui-Yu Wu*, “Solving Constrained Global Optimization Problems by Using Hybrid Evolutionary Computing and Artificial Life Approaches,” Mathematical Problems in Engineering, doi:10.1155/2012/841410, Vol. 2012, Article ID 841410, August 2012, pp. 1-36. (SCIE/EI) (in MATHEMATICS, INTERDISCIPLINARY APPLICATIONS, 2011:IF = 0.777, Rank factor=51/92= 55.43%) NSC 100-2622-E-262-006-CC3
  • Chi-Jie Lu, Jui-Yu Wu*, “An efficient CMAC neural network for stock index forecasting,” Expert Systems With Applications, doi:10.1016/j.eswa.2011.05.082, Vol. 38, No. 12, November/December 2011, pp. 15194-15201. (SCI/EI) (in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, 2011:IF = 2.203, Rank factor=22/111=19.82%) NSC98-2221-E-262-014-
  • Jui-Yu Wu*, “MIMO CMAC Neural Network Classifier for Solving Classification Problems,”Applied Soft Computing Journal, Vol. 11, No. 2, March 2011, pp. 2326-2333. doi:10.1016/j.asoc.2010.08.013. (SCI/EI) (in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, 2011:IF = 2.612, Rank factor=13/111=11.71%)
  • Jui-Yu Wu*, “Solving Constrained Global Optimization via Artificial Immune System,” International Journal on Artificial Intelligence Tools, Vol. 20, No. 1, February 2011, pp. 1-27, doi:10.1142/S0218213011000012 (SCIE/EI) (in COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE, 2011:IF = 0.217, Rank factor=105/111=94.59%)
  • Jui-Yu Wu*, “Advanced simulated annealing for solving constrained global optimization problems,” Far East Journal of Experimental and Theoretical Artificial Intelligence (FEJETAI), Special Issue on Selected Papers from 13th Conference on Artificial Intelligence and Applications (TAAI 2008), Vol. 3, No. 2, May 2009, pp. 143-168.
  • Jui-Yu Wu*, Yun-Kung Chung “Real-coded genetic algorithm for solving generalized polynomial programming problems,” Journal of Advanced Computational Intelligence and Intelligent Informatics, Special Issue on Selected Papers from 10th Conference on Artificial Intelligence and Applications (TAAI 2005), Vol. 11, No. 4, April 2007, pp. 358-364.

B. 會議論文：

  • Jui-Yu Wu* (2017) “A Novel Hybrid Computational Intelligence Approach for Solving General Constrained Global Optimization Problems,” 4th International Conference on Computational Science/ Intelligence & Applied Informatics (CSII 2017), Hamamatsu, Japan, July 9-13, 2017, pp. 109-114.
  • Jui-Yu Wu* (2016) “An Evolutionary Multi-layer Perceptron Neural Network for Solving Unconstrained Global Optimization Problems,” 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016), Okayama, Japan, June 26-29, 2016, pp. 241-246.
  • Jui-Yu Wu*(2015), Ming-Der May, Che-Chi Yang, “A Moodle-based E-learning Framework to Conduct the Manipulation Skill Training for an Enterprise Resource Planning System,” The 2015 IEEE 7th International Conference on Engineering Education (ICEED 2015), Kanazawa, Japan, 17-18 November, 2015, pp. 118-123.
  • Jui-Yu Wu*(2015), “An Improved Quantum-behaved Particle Swarm Optimization Method for Solving Constrained Global Optimization Problems,” The 15th International Symposium on Communications and Information Technologies (ISCIT 2015), Nara, Japan, 7-9 October, 2015, pp. 157-160.
  • Jui-Yu Wu*,“An Improved Quantum-behaved Particle Swarm Optimization based Multilayer Perceptron Classifier for Medical Data Classification,” The 15th Asia Pacific Industrial Engineering and Management Systems Conference (APIEMS 2014), Jejy, Korea, 12-15 October, 2014, pp. 2219-2224.
  • Jui-Yu Wu*,“Hybrid Real-coded Genetic Algorithm and MIMO CMAC NN Classifier for Solving Medical Data Classification Problems,” 2013 International Conference on Brain Inspired Cognitive Systems (published in Lecture Notes in Artificial Intelligence, Springer), Beijing, China, 9-11 June, 2013, Vol. 7888, pp. 46-56. (EI)
  • Jui-Yu Wu*,“Stochastic Global Optimization Method for Solving Constrained Engineering Design Optimization Problems,” The Sixth International Conference on Genetic and Evolutionary Computing, Kitakyushu, Japan, 25-28 August, 2012, pp. 404-408. (EI) NSC 100-2622-E-262-006-CC3
  • Jui-Yu Wu*,“Hybrid Artificial Immune Algorithm and Particle Swarm Optimization for Solving Unconstrained Global Optimization Problems,” The 2012 International Symposium on Computer, Consumer and Control, Taichung, Taiwan, 4-6 June, 2012, pp. 40-43. (EI) NSC 100-2622-E-262-006-CC3
  • Jui-Yu Wu*, Chi-Jie Lu, “Computational Intelligence Approaches for Stock Price Forecasting,” The 2012 International Symposium on Computer, Consumer and Control, Taichung, Taiwan, 4-6 June, 2012, pp. 52-55. (EI)
  • Jui-Yu Wu*, “Hybrid Artificial Immune Algorithm and CMAC Neural Network Classifier for Supporting Business and Medical Decision Making,” The Seventh International Conference on Advanced Data Mining and Applications (ADMA 2011) (published in Lecture Notes in Computer Science, Springer), Beijing, China, December 17-19, 2011, Vol. 7121, pp. 41-54.(EI)
  • Jui-Yu Wu*, “Self-Organizing Polynomial Neural Network for Forecasting Chaotic Time Series: Comparison Results,” 2011 International Conference on Computer Science and Education (published in Communications in Computer and Information Science, Springer), Qingdao, China, July 9-10, 2011, pp. 500-510. (ISSN:1865-0929; ISBN:978-3-642-22417-1) (EI) NSC97-2218-E-262-002- and NSC98-2221-E-262-014-
  • Jui-Yu Wu*, “Integrated Real-Coded Genetic Algorithm and Particle Swarm Optimization for Solving Constrained Global Optimization Problems ,” 2011 International Conference on Computer Science and Education, (published in Communications in Computer and Information Science, Springer), Qingdao, China, July 9-10, 2011, pp. 511-522. (ISSN:1865-0929) (EI)
  • Jui-Yu Wu*, “Forecasting Chaotic Time Series Using an Artificial Immune System Algorithm-based BPNN,” The 2010 Conference on Technologies and Applications of Artificial Intelligence (TAAI 2010), Workshop on Theory and Applications of Evolutionary Algorithms, Hsinchu, Taiwan, 18-20 November, 2010, pp. 524-531. (ISBN:978-0-7695-4253-9)(EI)
  • Jui-Yu Wu*, “Advanced Simulated Annealing-based BPNN for Forecasting Chaotic Time Series,” The 2010 International Conference on Electronics and Information Engineering (ICEIE 2010), Kyoto, Japan, 1-3 August, 2010, Vol. 1, pp. 38-43. (ISBN:978-1-4244-7680-0) (EI) NSC98-2221-E-262-014-
  • Jui-Yu Wu*, “Real-coded Genetic Algorithm-based Particle Swarm Optimization Method for Solving Unconstrained Optimization Problems,” The 2010 International Conference on Electronics and Information Engineering (ICEIE 2010), Kyoto, Japan, 1-3 August, 2010, Vol. 1, 194-198. (ISBN:978-1-4244-7680-0) (EI)
  • Chi-Jie Lu, Jui-Yu Wu*,“Forecasting Financial Time Series via an Efficient CMAC Neural Network,”The 7th International Symposium on Neural Networks (published in Lecture Notes in Electrical Engineering, Springer), Shanghai, China, 6-9 June 2010, pp. 73-82. (ISBN:978-3-642-12990-2_9) (EI)
  • Jui-Yu Wu*,“Computational Intelligence-based Intelligent Business Intelligence System: Concept and Framework,”The 2nd International Conference on Computer and Network Technology (ICCNT 2010), Bangkok, Thailand, 23-24 April, 2010, pp. 334-338. (ISBN:978-0-7695-4042-9) (EI)
  • Chi-Jie Lu*, Jui-Yu Wu, Cheng-Ruei Fan and Chih-Chou Chiu, “Forecasting Stock Price using Nonlinear Independent Component Analysis and Support Vector Regression,” 2009 IEEE International Conference on Industrial Engineering and Engineering Management, Hong Kong, China, 8-11 December, 2009, pp. 2370-2374. (EI)
  • Jui-Yu Wu*, Chi-Jie Lu, “Neuro-computing Method for Data Mining,” The 2009 International Conference on Artificial Intelligence and Computational Intelligence (AICI'09), Shanghai, China, 7-8 November 2009, pp. 184-188. (ISBN:978-0-7695-3816-7) (EI)
  • 吳瑞煜*，「使用內嵌於基因演算法之粒子群最佳化方法求解無限制最佳化問題」，第十四屆人工智慧與應用研討會，朝陽科技大學，台中，2009年10月30至2009年10月31ft_116.pdf (ISBN: 978-986-7043-26-9)。
  • Jui-Yu Wu*, Chi-Jie Lu and Shi-Chang Wang, “Solving Nonlinear Programming Problems via Advanced Simulated Annealing,” The 2nd International Conference on Advanced Computer Theory and Engineering (ICACTE 2009), Vol. 2, Cairo, Egypt, 25-27 September 2009, pp. 1637-1644. (ISBN:978-0-79180297-7) (EI)
  • 吳瑞煜*、王世昌，「智慧型商業智慧系統的架構—初步構想」，廿一世紀企業面臨的挑戰與回應研討會—「2009國際經貿與商務管理論壇」，聖約翰科技大學，台北，2009年6月3日， pp. 157-166 (ISBN: 978-986-6765-14-8)。
  • 吳瑞煜*、王世昌，「應用於預測混沌時間序列之神經計算的資料探勘方法」，第20屆國際資訊管理學術研討會-資訊科技與創新管理，世新大學，台北，2009年5月23日，pp. 2035-2042 (ISBN: 978-986-6765-14-8)
  • Chi-Jie Lu*, Jui-Yu Wu, Tian-Shyug Lee, “Application of Independent Component Analysis Preprocessing and Support Vector Regression in Time Series Prediction,”Proceedings of the 2009 International Joint Conference on Computational Sciences and Optimization, Sanya, Hainan Island, China, 24-26 April, 2009. (EI)
  • Jui-Yu Wu*, Chi-Jie Lu, “Applying classification problems via a data mining approach based on a cerebellar model articulation controller,” 1st Asian Conference on Intelligent Information and Database Systems, Dong Hoi City, Vietnam, 1-3 April 2009, pp. 61-66. (EI, IEE INSPEC, Thomson ISI)
  • Chi-Jie Lu*, Jui-Yu Wu, Tian-Shyug Lee, “ICA-Based Signal Reconstruction Scheme with Neural Network in Time Series Forecasting,”1st Asian Conference on Intelligent Information and Database Systems, Dong Hoi City, Vietnam, 1-3 April 2009, pp. 318-323. (EI, IEE INSPEC, Thomson ISI)
  • Jui-Yu Wu*, “Advanced simulated annealing for solving constrained global optimization problems,”The 13th Conference on Artificial Intelligence and Applications, Yilan, Taiwan, 21-22 November 2008, pp. 681-688.
  • 吳瑞煜*、陳威宇，「財產設備管理資訊系統之設計與實作」，廿一世紀企業面臨的挑戰與回應研討會—「2008國際經貿與商務管理論壇」，聖約翰科技大學，台北，2008年6月。
  • Jui-Yu Wu*, “Cerebellar model articulation controller for solving unconstrained optimization problems,” The 8th Asia Pacific Industrial Engineering & Management System & 2007 Chinese Institute of Industrial Engineers Conference, Kaohsiung, Taiwan, December 2007, 540.pdf.
  • Jui-Yu Wu*, “Cerebellar model articulation controller for predicting chaotic time series,” The 12th Conference on Artificial Intelligence and Applications, Yunlin, Taiwan, November 2007, pp. 508-515.
  • Jui-Yu Wu*, “Artificial immune system for solving constrained global optimization problems,” The First IEEE Symposium on Artificial Life, Honolulu, HI, USA, April 2007, pp. 92-99. (EI)
  • Jui-Yu Wu*, Yun-Kung Chung, “Real-coded genetic algorithm for solving generalized polynomial programming problems,” The 10th Conference on Artificial Intelligence and Applications, Kaohsiung, Taiwan, December 2005, taai2005-paper-31.pdf.
  • Jui-Yu Wu*, Yun-Kung Chung, “Artificial immune system for solving generalized geometric problems: a preliminary results,” Proceedings of the 2005 conference on genetic and evolutionary computation GECCO’05, Washington DC, USA, June 2005, pp. 329-336. (EI)

C. 研究計畫：

  • 吳瑞煜(2012)，計畫主持人，應用資料探勘方法於顧客關係管理，產學合作研究計畫，2012/05/01至2013/04/30。
  • 吳瑞煜(2011)，計畫主持人，使用人工免疫算法基礎的粒子群最佳化方法求解工程設計問題，國科會專題研究計畫，2011/06/01至2012/05/31，NSC 100-2622-E-262-006-CC3。
  • 吳瑞煜(2010)，計畫主持人，智慧型群體智慧方法之設計與應用，龍華科技大學專題研究計畫，2010/08/01~2011/07/31，B99120856-25。
  • 吳瑞煜、曾育慧(2010)，指導教授，CMAC神經網路分類器於標竿分類問題之應用，大專生參與國科會計畫，2010/07/01~2011/02/28，NSC99-2815-C-262-001-E。
  • 吳瑞煜(2009)，計畫主持人，預測混沌時間序列問題之神經計算方法(II)，國科會專題研究計畫，2009/08/01至2010/07/31，NSC98-2221-E-262-014-。
  • 吳瑞煜(2008)，計畫主持人，企業電子化之研究—進銷存管理系統之設計與實作，企業實務研究計畫，2008/11/01至2009/10/31。
  • 吳瑞煜(2008)，計畫主持人，預測混沌時間序列問題之神經計算方法(I)，國科會專題研究計畫，2008/08/01至2009/07/31，NSC97-2218-E-262-002-。

D. 專書或技術報告：

  • 技術報告：吳瑞煜(2012)，使用人工免疫算法基礎的粒子群最佳化方法求解工程設計問題，國科會計畫結案報告，NSC 100-2622-E-262-006-CC3。
  • 技術報告：吳瑞煜、曾育慧(2011)，CMAC神經網路分類器於標竿分類問題之應用，大專學生參與專題研究計畫研究成果報告，NSC 99-2815-C-262-001-E-。
  • 技術報告：吳瑞煜(2010)，預測混沌時間序列問題之神經計算方法(II)，國科會計畫結案報告，NSC98-2221-E-262-014-。
  • 技術報告：吳瑞煜(2009)，預測混沌時間序列問題之神經計算方法(I)，國科會計畫結案報告，NSC97-2218-E-262-002-。
  • 吳瑞煜(2006)，「一般性多項規劃問題的免疫解法」，博士論文，元智大學工業工程與管理研究所，桃園。

E. 其它：

Membership:

  1. 中華民國人工智慧學會終身會員 (Taiwanese Association for Artificial Intelligence, Permanent member, 2005~Present)
  2. 中華企業資源規劃學會永久會員 (Chinese Enterprise Resource Planning Society, Permanent member, 2007~Present)
  3. IEEE, member (2010~Present), IEEE Computational Intelligence Society Membership (2012~Present)

Referee for Journals:

  1. Reviewer, Knowledge-Based Systems (SCI), 2012-2016.
  2. Reviewer, International Editorial Review Board of Artificial Intelligence Research(AIR). Artificial Intelligence Research, 2012-Present.
  3. Reviewer, Applied Soft Computing Journal (SCI), 2009-2015.
  4. Reviewer, Neurocomputing(SCI), 2013
  5. Reviewer, Intelligent Systems in Accounting, Finance and Management, 2013
  6. Reviewer, Numerical Algorithms(SCI), 2013
  7. Reviewer, IEEE Transactions on Systems, Man, and Cybernetics--Part C: Applications and Reviews(SCI), 2012.
  8. Reviewer, International Journal of Robust and Nonlinear Control (SCI), 2012.
  9. Reviewer, Energies(SCI), 2012.
  10. Reviewer, Neural Computing and Applications(SCI), 2012.
  11. Reviewer, Management Research Review, 2012.
  12. Reviewer, International Journal of Engineering and Technology (IJET), 2012.
  13. Reviewer, Journal of Shanghai Jiao Tong University(Science) (EI), 2011.
  14. Reviewer, Advances in Artificial Neural Systems, 2011.
  15. Reviewer, International Journal on Artificial Intelligence Tools (IJAIT) (SCIE), 2010.
  16. Reviewer, Information Sciences (SCI), 2009-2010.

Referee for Conferences:

  1. Reviewer, The 5th International Conference on Natural Computation and the 6th International Conference on Fuzzy Systems and Knowledge Discovery, 2009.
  2. Reviewer, The IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 2009.
  3. Reviewer, 第十二屆人工智慧與應用研討會(TAAI 2007), 2007.

Honor:

  1. listed on Who's Who in the World 2012, Marquis Who's Who, November 2011.
  2. listed on Who's Who in Aisa 2012 (2nd Edition), August 2011.
  3. listed on Who's Who in Science and Engineering 2011-2012 (11th Edition), December 2010.
  4. listed on 2011 Edition of Who's Who in the World, Marquis Who's Who, November 2010.
  5. listed on 2010 Edition of Who's Who in the World, Marquis Who's Who, November 2009.

Certifications:
資訊管理(應用)類

  1. 經濟部ITE資訊管理( 應用 )專業人員鑑定合格(發證日期：2008/7/4)
  2. 經濟部ITE網路通訊專業人員鑑定合格(發證日期：2008/11/7)
  3. 經濟部ITE Linux維運管理專業人員鑑定合格(發證日期：2008/5/9)

企業電子化領域知識類

  1. 財團法人中華民國電腦技能基金會－企業電子化助理規劃師合格(發證日期：2007/7/6)
  2. 財團法人中華民國電腦技能基金會－企業電子化規劃師( 第一級 )合格(發證日期：2007/5/9)
  3. 財團法人中華民國電腦技能基金會－企業電子化規劃師( 第二級 )合格(發證日期：2010/12/31)
  4. 財團法人中華民國電腦技能基金會－企業電子化規劃師-供應鏈管理(SCM)合格(發證日期：2010/12/31)
  5. 財團法人中華民國電腦技能基金會－企業電子化規劃師-企業資源規劃(ERP)合格(發證日期：2010/12/15)
  6. 財團法人中華民國電腦技能基金會－企業電子化規劃師-企業電子化策略規劃(BSP)合格(發證日期：2010/12/31)
  7. 財團法人中華民國電腦技能基金會－企業電子化規劃師-網路行銷合格(發證日期：2010/12/31)
  8. 財團法人中華民國電腦技能基金會－企業電子化規劃師-資訊安全與法律合格(發證日期：2011/02/15)
  9. 財團法人中華民國電腦技能基金會－企業電子化規劃師-顧客關係管理合格(發證日期：2012/04/18)
  10. 中華企業資源規劃學會－「初階ERP規劃師」合格(發證日期：2007/9)
  11. 中華企業資源規劃學會－「進階ERP規劃師－運籌管理」合格(發證日期：2008/2)
  12. 中華企業資源規劃學會－「商業智慧(BI)規劃師」合格(通過日期：2011/3/26)
  13. 財團法人中華民國電腦技能基金會－企業電子化資料分析師-巨量資料處理與分析(發證日期：2015/07/15)

企業電子化軟體顧問師類

  1. 中華企業資源規劃學會－「ERP軟體顧問師-配銷模組(鼎新GP版)」合格(通過日期：2014/06)
  2. 中華企業資源規劃學會－「ERP軟體顧問師-生產製造模組(鼎新GP版)」合格(通過日期：2014/08)
  3. 中華企業資源規劃學會－「ERP軟體顧問師-財務應用模組(鼎新GP版)」合格(通過日期：2014/11)
  4. 中華民國電腦技能基金會－「企業電子化軟體顧問師-ERP配銷模組(鼎新GP)」合格(通過日期：2015/09)
  5. 中華民國電腦技能基金會－「企業電子化軟體顧問師-ERP生管模組(鼎新GP)」合格(通過日期：2015/09)
  6. 中華民國電腦技能基金會－「企業電子化軟體顧問師-ERP財務模組(鼎新GP)」合格(通過日期：2016/01)

企業電子化軟體應用師類(I)

  1. 財團法人中華民國電腦技能基金會－企業電子化軟體應用師-ERP(鼎新GP版)配銷模組(發證日期：2012/03/28)
  2. 財團法人中華民國電腦技能基金會－企業電子化軟體應用師-ERP(鼎新GP版)生管模組(發證日期：2012/09/15)
  3. 財團法人中華民國電腦技能基金會－企業電子化軟體應用師-ERP(鼎新GP版)財務模組(發證日期：2014/01)

企業電子化軟體應用師類 (II)

  1. 中華企業資源規劃學會－「ERP軟體應用師－配銷模組(鼎新5.X)」合格(發證日期：2009/8)
  2. 中華企業資源規劃學會－「ERP軟體應用師－財務模組(鼎新5.X)」合格(發證日期：2009/8)
  3. 中華企業資源規劃學會－「ERP軟體應用師－生產製造模組(鼎新5.X)」合格(發證日期：2009/8)
  4. 中華企業資源規劃學會－「ERP軟體應用師－配銷模組(鼎新)Data Systems Workflow ERP GP, Release 2.X」合格(發證日期：2012/06)
  5. 中華企業資源規劃學會－「ERP軟體應用師－生產製造模組(鼎新)Data Systems Workflow ERP GP, Release 2.X」合格(通過日期：2013/06)
  6. 中華企業資源規劃學會－「ERP軟體應用師－財務模組(鼎新)Data Systems Workflow ERP GP, Release 2.X」合格(通過日期：2013/08)
  7. 中華企業資源規劃學會－「ERP軟體應用師－配銷模組(Microsoft)」合格(發證日期：2015/9)
  8. 中華企業資源規劃學會－「BI OLAP軟體應用師(鼎新)」合格(發證日期：2010/3)
  9. SAP Taiwan－「SAP Business One」應用維護管理師合格(發證日期：2010//8/1)

商業軟體應用類

  1. TQC-EC電子商務全方位工程師 －專業資訊管理工程師合格(發證日期:2008/9/25)
  2. TQC專業人員別：
  3. 專業行銷人員合格(發證日期：2008/8/5)
  4. 專業e-Office人員合格(發證日期：2008/8/5)
  5. 專業專案管理人員合格(發證日期：2009/12/15)
  6. TQC-DA 資料庫應用類：TQC-AS Access 2003專業級合格(發證日期：2008/4/26)
  7. TQC-OS作業系統類：TQC-Windows XP 專業級合格(發證日期：2008/8/9)
  8. TQC-DK (Domain Knowledge)：
  9. TQC-EC電子商務專業級合格(發證日期：2007/5/27)
  10. TQC-PF專案管理概論專業級合格(發證日期：2008/7/2)
  11. 專案管理核心知識認證合格(發證日期：2008/9/20)
  12. TQC-專案管理Project 2007進階級合格(發證日期：2009/9/9)
  13. TQC-OA 辦公室軟體應用類：
  14. TQC-IE 6.0網際網路專業級合格(發證日期：2007/5/27)
  15. TQC-Word 2003進階級合格(發證日期：2008/7/1)
  16. TQC-Excel 2003實用級合格(發證日期：2008/7/1)
  17. TQC-PowerPoint 2003實用級合格(發證日期：2008/7/1)
  18. TQC-PowerPoint 2003進階級合格(發證日期：2009/11/14)
  19. TQC-網際網路及無線通訊專業級合格(發證日期：2009/2/13)
  20. TQC-Word 2007實用級合格(發證日期：2009/2/13)
  21. TQC-Excel 2007實用級合格(發證日期：2009/2/13)
  22. TQC-PowerPoint 2007實用級合格(發證日期：2009/2/13)
  23. TQC-Word 2010實用級合格(通過日期：2011/8/12)
  24. TQC-PowerPoint 2010實用級合格(通過日期：2011/8/12)
  25. TQC-IP 影像處理類：TQC-PT Photoshop CS3實用級合格(發證日期：2007/8/31)

 

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