師資陣容

蔡瑞煌

蔡瑞煌

教授

資訊管理學系

  • 分機
    29393091 #81036
  • E-Mail
    tsaih@mis.nccu.edu.tw
  • 研究專長
    科技化服務、服務創新、數位人文、類神經網路系統、企業流程分析

學歷

  • 美國加州大學柏克萊分校工業工程與作業研究博士
  • 美國加州大學柏克萊分校工業工程(學)系碩士
  • 國立清華大學核子工程學系學士

個人著作

  • 蔡瑞煌*;楊喻翔;釋惠敏, 2015.01, 'The Power of One Sentient Being: The Computer Simulation of a Bodhisattva’s Altruism Using Agent-based Modelling, ' CONTEMPORARY BUDDHISM, pp.1-1.(AHCI)(*為通訊作者)
  • Tsaih, Rua-Huan;Yen, David C.*;Chang, Yu-Chien, 2015, 'Challenges of deploying complex technologies in a traditional organization - the case of National Palace Museum, ' Communication of ACM, Vol.58, No.8, pp.70-75.(SCIE, IEEE, SCI)(*為通訊作者)
  • 黃馨瑩*;蔡瑞煌;郁方, 2014, 'Topological Pattern Discovery and Feature Extraction for Fraudulent Financial Reporting, ' Expert Systems with Applications (SCIE), Vol.41, No.9, pp.4360-4732.(SCI)(*為通訊作者)
  • Huang, Shin-Ying*;Tsaih, Rua-Huan;Lin, Wan-Ying, 2014, 'Feature Extraction of Fraudulent Financial Reporting through Unsupervised Neural Networks, ' Neural Network World, Vol.24, No.5, pp.539-560.(SCI)(*為通訊作者)
  • 蔡瑞煌;林修葳;柯文乾*, 2014, 'An Abductive-Reasoning Guide for Finance Practitioner, ' Computational Economics, Vol.43, No.4, pp.411-443.(SSCI, SCI)(*為通訊作者)
  • 黃馨瑩*;趙依庭;蔡瑞煌, 2013, '適用於博物館的資通訊化服務設計—以故宮iPalace頻道為例, ' 圖書館與資訊科學, Vol.39, No.1, pp.90-105.(*為通訊作者)
  • 韓志翔*;蔡瑞煌;林國平;石淑慧;張雯然, 2012, '博物館Facebook粉絲專頁行銷成效探究, ' 博物館與文化, No.第 4 期, pp.139-168.(*為通訊作者)
  • 黃馨瑩;蔡瑞煌*;林宛瑩, 2012, 'Unsupervised Neural Networks Approach for Understanding Fraudulent Financial Reporting, ' Industrial Management & Data System,.(SCIE)(*為通訊作者)
  • 楊喻翔*;蔡瑞煌;Huimin Bhikshu, 2011, 'The Research of Multi-Layer Topic Map Analysis using Co-word Analysis with Growing Hierarchical Self-Organizing Map/ JDCTA: International Journal of Digital Content Technology and its Applications, ' JDCTA: International Journal of Digital Content Technology and its Applications, Vol.5, No.3, pp.355 - 363.(EI)(*為通訊作者)
  • Yang, Y.-X.*;Tsaih, R.-H.;Hsieh, M., 2011, 'A Systematic Design for Coping with Model Risk, ' Expert Systems With Applications, pp.7380-7386.(SCIE)(*為通訊作者)
  • Yang, Y.-X.*;Tsaih, R.-H., 2010.12, 'An Investigation of Research on Evolution of Altruism using Informetric Methods and the Growing Hierarchical Self-Organizing Map, ' Malaysian Journal of Library & Information Science, Vol.15, No.3, pp.1-17.(SSCI)(*為通訊作者)
  • 蔡瑞煌;楊喻翔*;楊建民;游文人, 2010.01, '利他行為五階段之代理人基模型研究, ' 資訊管理學報, Vol.17, No.1, pp.1-22.(TSSCI)(*為通訊作者)
  • 蔡瑞煌*;溫日華, 2009.09, 'A Guide for the Upper Bound on the Number of Continuous-Valued Hidden Nodes of a Feed-Forward Network, ' ICANN 2009, Part I, LNCS 5768,.(IEEE)(*為通訊作者)
  • 蔡瑞煌*;林宛瑩;黃淑滿, 2009.06, '零售量販業者企業流程的重現與評估, ' 台大管理論叢, Vol.19, No.2, pp.109-140.(TSSCI)(*為通訊作者)
  • 蔡瑞煌*, 2009.06, '個案教學之配套措施, ' 商管科技期刊, Vol.10, No.2, pp.403-407.(*為通訊作者)
  • 蔡瑞煌;Cheng, T. C., 2009, 'A Resistant Learning Procedure for Coping with Outliers, ' Annals of Mathematics and Artificial Intelligence, Vol.57, No.2, pp.161-180.(SCI)
  • 蔡瑞煌*;Wan-Ying Lin, W.;Huang, S, 2009, 'Exploring Fraudulent Financial Reporting with GHSOM, ' LNCS 5477, pp.31-41.(*為通訊作者)
  • 陳冠妤;謝明華;蔡瑞煌, 2008.06, 'QUANTO EIA的評價:蒙地卡羅法, ' 財金論文叢刊, No.8, pp.50-61.
  • Tsaih, R.*;Lin, W.;Chen, A. H., 2008, 'Safeguard Gaps and their Managerial Issues, ' Industrial Management and Data Systems, Vol.108, No.5, pp.669-676.(SCI)(*為通訊作者)
  • Tsaih, R.;Lin, W., 2006, 'The Process-wide Information Organism Approach for the Business Process Analysis, ' Industrial Management and Data Systems, Vol.106, No.4, pp.509-522.(SCI)
  • Tsaih, R.;Hsieh, M.;Huang, C., 2006, 'An Intelligent Primer Design System for Multiplex Reverse Transcription Polymerase Chain Reaction and Complementary DNA Microarray, ' Expert Systems with Applications, Vol.30, No.1, pp.129-136.(SCI)
  • Tsaih, R.;Chang, H.;Huang, C., 2005, 'The Business Concept of Utilizing the Interactive TV, ' Industrial Management and Data Systems, Vol.105, No.5, pp.613-622.(SCI)
  • Tsaih, R.*;Lin, C., 2004, 'The Layered Feed-forward Neural Networks and Its Rule Extraction, '.(*為通訊作者)
  • Tsaih, R.;Yu-Jane Liu;Wenching Liu;Yu-Ling Lien, 2004, 'Credit Scoring Systems for Small Business Loans, ' Desicion Support Systems, Vol.38, No.0, pp.91-99.(SCI)
  • Tsaih, R., 2003, 'The Evolution of Internal Representation, ' Mathematical and Computer Modeling, Vol.38, pp.339-350.(SCI)
  • Luh, H.*;Tsaih, R., 2002, 'An Efficient Search Direction for Linear Programming Problems, ' Computer & Operations Research, Vol.29, pp.195-203.(EI, SCI)(*為通訊作者)
  • Tsaih, R.*;Lin, H.;Lin, Y., 2001, 'Sensitivity Analysis and Neural Networks, ' 資管評論, No.10, pp.1-20.(*為通訊作者)
  • 蔡瑞煌*;Shen, C.;J. Lin;W. Lin, 2000, 'Equity style classification and investing strategy: The Application of Artificial Neural Networks, ' Advances in Pacific Basin Business, Economics and Finance,.(SCI)(*為通訊作者)
  • 蔡瑞煌;高明志;張金鶚, 1999.08, '類神經網路應用於房地產估價之研究, ' 住宅學報, No.8, pp.1-20.
  • Tsaih, R.*;Chen, W.;Lin, Y., 1998.05, 'Application of Reasoning Neural Networks to Financial Swaps, ' Journal of Computational Intelligence in Finance, Vol.6, No.3, pp.27-37.(*為通訊作者)
  • Tsaih, R.*;Hsu, Y.;Lai, C., 1998, 'Forecasting S&P 500 Stock Index Futures with the Hybrid AI system, ' Decision Support Systems, Vol.23, No.2, pp.161-174.(SCI)(*為通訊作者)
  • Tsaih, R.*, 1998, 'An Explanation of Reasoning Neural Networks, ' Mathematical and Computer Modelling, Vol.28, No.2, pp.37-44.(SCI)(*為通訊作者)
  • 林修葳;蔡瑞煌;紀如龍, 1997, '神經網路與向量誤差修正模型對國內債券價格之預測績效, ' 證券市場發展季刊, Vol.9, No.1, pp.63-113.
  • Tsaih, R.*, 1996, 'A Link Between Neural Networks and Mathematical Programming, ' 中山管理評論, Vol.4, No.2, pp.71-90.(*為通訊作者)
  • 邱奕德;劉曦敏;蔡瑞煌, 1996, '應用理解神經網路系統與台灣股價指數之分析及預測, ' 經濟研究, Vol.34, No.2, pp.171-200.
  • 周宣光;蔡瑞煌, 1995, '應用與開發資訊系統之探討, ' 研究與發展,.
  • Tsaih, R.*, 1994, 'The Softening Learning Procedure for the Networks with Multiple Output Nodes, ' 資管評論, No.4, pp.89-93.(*為通訊作者)
  • 蔡瑞煌*, 1994, '在企業經營管理形式的大革命中資訊管理學門的重新定位, ' 華岡商科學報, No.11, pp.131-141.(*為通訊作者)
  • Tsaih, R.*, 1993, 'The Softening Learning Procedure, ' Mathematical and Computer Modelling, Vol.18, No.8, pp.61-64.(SCI)(*為通訊作者)
  • Shin-Ying Huang*;Fang Yu;Rua-Huan Tsaih;Yennun Huang, 2014, 'Resistant Learning on the Envelope Bulk for Identifying Anomalous Patterns, ' the International Joint Conference on Neural Networks (IJCNN), IEEE Computational Intelligence Society.(*為通訊作者)
  • Hsu, Che-Chuan*;Tsaih, Rua-Huan, 2014, 'The Adapted SECI model to innovative IT applications in B&M organization, ' 2014 International Conference on Information and Social Science (ISS 2014), ISS 2014.(*為通訊作者)
  • Fang Yu;Shin-Yin Huang;Li-Ching Chiou;Rua-Huan Tsaih*, 2013, 'Clustering iOS Executable Using Self-Organizing Maps, ' the 2013 International Joint Conference on Neural Networks, IEEE Computational Intelligence Society.(*為通訊作者)
  • Fang Yu*;Yat-wah Wan;Rua-huan Tsaih, 2013, 'Quantitative Analysis of Cloud-based Streaming Services, ' the 10th IEEE International Conference on Services Computing, IEEE Computer Society's Technical Committee on Services Computing.(*為通訊作者)
  • Rua-Huan Tsaih*;Shin-Ying Huang;Fang Yu, 2012.11, 'The Dual Approach for Decision Support, ' 2012 Decision Sciences Institute Annual Meeting, Decision Sciences Institute.(*為通訊作者)
  • 蔡瑞煌*;Lin, Q.-P.;Han, T.-S.;Chao, Y.-T.;Chan, H.-C., 2012.06, 'New ICT-enabled Services of National Palace Museum and their Designs, ' 17th International Conference on Cultural Economics.(*為通訊作者)
  • Han, T.-S.*;Tsaih, R.-H.;Lin, Q.-P.;Wu, W.;Chan, H.-C., 2012.06, 'Video-based Internet platform of cultural exhibitions and its effects: the case of the National Palace Museum in Taipei, ' 17th International Conference on Cultural Economics.(*為通訊作者)
  • Lin, W.-I.*;Tsaih, R.-H.;Huang, S.-Y., 2011, 'THE EXOGENOUS ISSUE OF FEATURE EXTRACTION, ' American Accounting Association Annual Meeting.(*為通訊作者)
  • A. Chen*;H.-L. Chang;R.-H. Tsaih;S.-K. Chou, 2010, 'Challenges of IT-enabled Service – A Case Study of ITV Service, ' 2010 INFORMS Service Science Conference.(*為通訊作者)
  • Lin, W.-I.*;Tsaih, R.-H.;Huang, S.-Y., 2010, 'A Neural Networks Tool to Enhance the Understanding of Fraudulent Financial Reporting, ' 2010 American Accounting Association Annual Meeting.(*為通訊作者)
  • 蔡瑞煌*;Wan, Y.;Huang, C., 2009.06, 'The Rule-Extraction through the Preimage Analysis, ' International Joint Conference on Neural Networks (IJCNN2009), pp.1488-1494.(SCI)(*為通訊作者)
  • 蔡瑞煌*;Chen, A.;Chou, S.-K., 2009, 'PROFILING INTERACTIVE TELEVISION RESEARCH: A BIBLIOMETRIC REVIEW, ' Proceedings of ICEB 2009.(*為通訊作者)
  • 蔡瑞煌*;Sanford, C.;Huang, C. Y, 2008, 'Practical issue for the Deployment of a Service Innovation, ' Proceedings of ICDC 2008.(*為通訊作者)
  • 蔡瑞煌;Huang, C. Y, 2008, 'The industry resistance, ' Proceedings of ICDC 2008, ICDC 2008 數位內容學術研討會.
  • 蔡瑞煌*, 2007, 'A Constructive Learning Procedure, ' Joint Conference on Information Sciences.(*為通訊作者)
  • 蔡瑞煌*, 2007, 'Gaps between the Safeguard of Physical Information Assets and Their Digital Counterparts of a Business Process, ' Management International Conference (MIC07).(*為通訊作者)
  • 蔡瑞煌*, 2006, 'Extracting Rules/Features and Updating Prior Belief through Three-Layer Feed-forward Neural Networks, ' 10th international conference on cognitive and neural systems.(*為通訊作者)
  • Tsaih, R.*, 2005, 'A GUI Guided Modeling Language Approach to the User-friendly Adaptive Dynamic Financial Analysis System, ' The Second IEEE Conference on Service Systems and Service Management (ICSSSM05), Chongqing University.(*為通訊作者)
  • 蔡瑞煌*;Ming-Hua Hsieh, 2005, 'A User-friendly Adaptive Dynamic Financial Analysis System, ' International Conference on Services Systems and Services Management (ICSSSM05), pp.1136-1140.(*為通訊作者)
  • Tsaih, R.*;Lin, W;Hung, M;Cheng, Y, 2004, 'The Business Process Investigation in the Perspective of Customer Value, ' Shaping Business Strategy in a Networked World, pp.596-603.(*為通訊作者)
  • Tsaih, R.*;Lin, C., 2004, 'The Layered Feed-forward Neural Networks and Its Rule Extraction, ' ISNN 2004, LNCS 3173, pp.377-382.(SCIE)(*為通訊作者)
  • Tsaih, R.*, 2003, 'A Face-Point Based Algorithm for Linear Programming Problems, ' Association for Chinese Management Educators (ACME) 2003 International Conference, pp.609-614.(*為通訊作者)
  • 蔡瑞煌*, 2002, 'The Management of Chaotic Time-Series Data, ' Association for Chinese Management Educators (ACME) 2002 Annual Conference, pp.349-353.(*為通訊作者)
  • 蔡瑞煌, 2001, 'A deterministic way of guaranteeing a globally optimal learning result, ' International Conference on Computational Intelligence, Robotics and Autonomous Systems (CIRAS’ 2001).
  • 蔡瑞煌, 2001, 'Decision Support System with embedded Back Propagation Neural Networks for handling the Chaotic Environment, ' 6th Asia-Pacific Decision Sciences Institute Conference.
  • 蔡瑞煌, 2000, 'The Deterministic Evolutionary Learning Algorithm, ' International Conference on Data Mining 2000, pp.343-352..
  • 蔡瑞煌, 1999.07, 'Sensitivity Analysis, Neural Networks, and the Finance., ' International Joint Conference on Neural Networks.
  • Shen C.;蔡瑞煌;J. Lin;W. Lin, 1998, 'Equity style classification, identification and investing strategy with Artificial Neural Networks and Discriminant Analysis, ' Proceedings of 7th International Conference on the Theories and Practices of Security and Financial Markets.
  • 蔡瑞煌*;H. Luh, 1998, 'An Auxiliary Algorithm for Linear Programming Problems, ' Proceedings of Quantitative Management Techniques and Applications in Taiwan, pp.311-316.(*為通訊作者)
  • 蔡瑞煌;C. Chang;M. Kao, 1998, 'A Naval Neural Networks Technique for Residential Property Appraisal in Taipei, ' Asian Real Estate Society Third Annual Conference in Taipei,.
  • 高明志;張金鶚;蔡瑞煌, 1998, '類神經網路應用於房地產估價之研究, ' 中華民國住宅學會第七屆年會暨論文研討會.
  • 蔡瑞煌*;W. Chen;Y. Lin, 1997, 'Application of Neural Networks to Financial Swaps, ' Proceedings of 6th International Conference on the Theories and Practices of Security and Financial Markets.(*為通訊作者)
  • 蔡瑞煌*;Hsiou-Wei Lin;Ru-long Jee, 1996, 'Exploring the Relative Abilities of Neural Networks and VAR Models in Forecasting Taiwan Bond Prices, ' Proceedings of 5th International Conference on the Theories and Practices of Security and Financial Markets.(*為通訊作者)
  • 蔡瑞煌*;Y. Hsu;C. Lai, 1996, 'Forecasting S&P 500 Stock Index Futures with the Hybrid AI system, ' Proceedings of International Symposium on Multi-Technology Information Processing, pp.537-544.(*為通訊作者)
  • 蔡瑞煌*, 1996, 'An Explanation of Reasoning Neural Networks, ' Proceedings of International Symposium on Multi-Technology Information Processing, pp.81-88.(*為通訊作者)
  • 蔡瑞煌*, 1996, 'Learning Procedure that Guarantees Obtaining the Desired Solution of the 2-classes Categorization Learning Problem, ' Proceedings of The First Asia-Pacific Conference on Simulated Evolution and Learning, pp.446-453.(*為通訊作者)
  • Hsu, Y.;蔡瑞煌*;C. Lai, 1996, 'Forecasting S&P 500 Stock Index Futures with Reasoning Neural Networks, ' 996 APFA/PACAP Finance Conference and CFA Meeting.(*為通訊作者)
  • 蔡瑞煌*;陳彩合, 1995, '智慧型的個人電腦人機介面系統, ' 第六屆國際資訊管理學術研討會, pp.43-47.(*為通訊作者)
  • 周宣光;蔡瑞煌, 1994.10, '應用與開發資訊系統之探討, ' 一九九四年首屆海峽兩岸資訊管理發展策略研討會.
  • 蔡瑞煌*, 1994, 'The Artificial Neural Networks for the Linear Constraints in Nonnegative Variables, ' 5th International Conference on Information Management, pp.252-257.(*為通訊作者)
  • 蔡瑞煌*, 1993.12, '在企業經營管理形式的大革命中資訊管理學門的重新定位, ' 八十二年企業國際化研討會.(*為通訊作者)
  • 蔡瑞煌*, 1993, 'An Empirical Paralogism of the Back Propagation Networks, ' International Joint Conference on Neural Networks, pp.2399-2402.(*為通訊作者)
  • 蔡瑞煌*, 1993, 'The Softening Learning Procedure for the Layered Feed-forward Networks with Multiple Output Nodes, ' International Joint Conference on Neural Networks Nagoya, I, pp.593-596.(*為通訊作者)
  • 蔡瑞煌*, 1993, 'The Softening Learning Algorithm., ' 5th UNB Artificial Intelligence Symposium, pp.53-58.(*為通訊作者)
  • 蔡瑞煌*, 1992, 'A Learning Procedure for the Back Propagation Networks that Guarantees Obtaining the Desired Solution, ' International Joint Conference on Neural Networks, Beijing, II, pp.771-780.(*為通訊作者)
  • 蔡瑞煌*, 1992, 'The Saturation Stationary Region of the Back Propagation Networks, ' International Joint Conference on Neural Networks, Beijing, II, pp.879-885.(*為通訊作者)
  • 蔡瑞煌*, 1992, 'The Saddle Stationary Point in the Back Propagation Networks, ' International Joint Conference on Neural Networks, Beijing, II, pp.886-892.(*為通訊作者)
  • 蔡瑞煌*, 2009.10, '數位架構分析專案計畫書, ' 國家圖書館.(*為通訊作者)
  • 蔡瑞煌*, 2009.07, '利用preimage 分析萃取規則之 實作, ' 國科會.(*為通訊作者)
  • 蔡瑞煌*, 2009.05, '國家圖書館隨選視訊新系統功能需求, ' 國家圖書館.(*為通訊作者)
  • 蔡瑞煌, 2009, '財務報表舞弊探索與類神經網路, ' 行政院國家科學委員會.
  • 蔡瑞煌*, 2008.07, '智慧型學習演算法, ' 行政院國家科學委員會.(*為通訊作者)
  • 蔡瑞煌*, 2007.07, '相關性隱藏節點與學習演算法, ' 國科會.(*為通訊作者)
  • 蔡瑞煌*, 2006.07, '使用倒傳遞神經網路之資料挖掘方法論, ' 行政院國家科學委員會.(*為通訊作者)
  • 蔡瑞煌*, 2005, '學習演算法與學習理論, ' 國科會.(*為通訊作者)
  • 蔡瑞煌;曾衍迪;邱志昌, 2004.01, '應用數個類神經網路預測--經濟指標之方法, '.
  • 蔡瑞煌, 2003.08, '神經網路與非線性模式的求解(2/2), ' 國科會.
  • 蔡瑞煌*;王克陸;林宛瑩, 2003, '資訊系統價值評估技術研究, '.(*為通訊作者)
  • 蔡瑞煌, 2002.08, '神經網路與非線性模式的求解(1/2), ' 國科會.
  • 蔡瑞煌, 2001.08, '個人信用評分系統, ' 華信商業銀行股份有限公司.
  • 蔡瑞煌, 2001.07, '渾沌理論與倒傳遞神經網路系統, ' 國科會.
  • 蔡瑞煌, 2000.12, '中小企業評分系統, '.
  • 蔡瑞煌, 2000.12, '不動產評分系統, ' 華信商業銀行股份有限公司.
  • 蔡瑞煌, 2000, '以類神經網路研究證券成長風格與價值風格之辨識, ' 行政院國家科學委員會.
  • 蔡瑞煌, 1999.12, '類神經網路和敏感度分析, '.
  • 蔡瑞煌;楊光華, 1999.06, '電子商務對服務貿易之影響與因應, ' 行政院經濟建設委員會.
  • 蔡瑞煌, 1998, '類神經網路和線性規劃, ' 行政院國家科學委員會.
  • 蔡瑞煌, 1998, '台灣觀光旅館網路行銷之研究, ' 行政院國家科學委員會.
  • 蔡瑞煌, 1997.08, '應用類神經網路於換匯交易避險基金的風險管理, ' 國科會.
  • 蔡瑞煌, 1996, '應用類神經網路預測國外股價指數期約, ' 國科會.
  • 蔡瑞煌, 1993, '利用神經網路來辨識中文字形, ' 國科會.
  • 蔡瑞煌*;韓志翔, 2016.01, 'Managing Innovation and Cultural Management in the Digital Era: Case of National Palace Museum, ' Routledge.(*為通訊作者)
  • 蔡瑞煌*;Darren Meister, 2009, '寶來 2008, '.(*為通訊作者)
  • 蔡瑞煌*;Darren Meister, 2009, 'Polaris 2008, '.(*為通訊作者)
  • 蔡瑞煌, 1996, '神經網路系統論文集, ' 慶宜文化.
  • 蔡瑞煌, 1995, '類神經網路概論, ' 三民書局.
  • 周宣光;蔡瑞煌, 1993, 'MIS常用語手冊, ' 松崗電腦圖書資料股份有限公司.
  • 蔡瑞煌, 1991, 'An Improved Back Propagation Neural Network Learning Algorithm, ' University of California, Berkeley.
  • 蔡瑞煌*;韓志翔, 2016.01, 'Transforming a Traditional Organization: A Model and Challenges, ' Managing Innovation and Cultural Knowledge Successfully: Case of National Palace Museum, Routledge, pp.1-2.(*為通訊作者)
  • 蔡瑞煌*;Darren Meister, 2014, 'Polaris 2008, ' Multinational Management: A Strategic Approach, 6th edition, South-Western Cengage Learning, pp.245-253.(*為通訊作者)
  • 蔡瑞煌*;Darren Meister, 2011, 'Polaris 2008, ' Multinational Management: A Strategic Approach, 5th edition, South-Western Cengage Learning, pp.233-241.(*為通訊作者)
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研究計畫

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