RUA-HUAN TSAIH
Full-time
Name RUA-HUAN TSAIH
Job Title Distinguished Professor
Unit Dept. of Management Information System
Email tsaih@mis.nccu.edu.tw
Office Tel No. 81036
Research Expertise IT-enabled Service, Service Innovation, Digital Humanities, Artificial Neural Networks, Business Process Analysis
Teaching Field 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
Year Paper Title
2018 Che-Chuan Hsu*;蔡瑞煌;David C. Yen, 2018.10, 'The Evolving Role of IT Departments in Digital Transformation, ' Sustainability, Vol.10, No.10, pp.3706.(SSCI)(*為通訊作者), 421610
2018 蔡瑞煌;David C. Yen*;Yu-Chien Chang;Che-Chuan Hsu, 2018.08, 'CHALLENGES IN CREATING HYBRID PROFESSIONALISM KNOWLEDGE, ' IT Professional, Vol.20, No.4, pp.19-27.(SCIE, IEEE)(*為通訊作者), 415219
2018 Fang Yu*;Yat-wah Wan;蔡瑞煌, 2018.05, 'Quantitative Quality Estimation of Cloud-based Streaming Services, ' Computer Communications, Vol.125, pp.24-37.(SCIE)(*為通訊作者), 419338
2018 蔡瑞煌*;Kuo, Biing-Shen;Lin, Tzu-Hsiang;Hsu, Che-Chuan, 2018.03, 'The Use of Big Data Analytics to Predict the Foreign Exchange Rate based on Public Media: A Machine-Learning Experiment, ' IT Professional, Vol.20, No.2, pp.34-41.(SCIE, IEEE)(*為通訊作者), 418514
2017 王耀德*;蔡瑞煌, 2017.04, '趣吧—網路共享旅遊平台, ' 管理評論, Vol.36, No.2, pp.1-15.(TSSCI)(*為通訊作者), 415256
2015 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), 409475
2015 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), 406489
2014 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), 404992
2014 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), 402492
2014 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), 396464
2013 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), 402487
2012 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), 402489
2012 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), 347729
2011 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), 328945
2011 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), 357350
2010 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), 328947
2010 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), 301201
2009
2009 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), 282717
2009 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), 266609
2009 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), 297741
2009 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), 312958
2008 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., 266607
2008 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), 240970
2006 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), 193394
2006 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), 193594
2005 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), 181812
2004 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), 148316
2004 Tsaih, R.*;Lin, C., 2004, 'The Layered Feed-forward Neural Networks and Its Rule Extraction, '.(*為通訊作者), 242997
2003 Tsaih, R., 2003, 'The Evolution of Internal Representation, ' Mathematical and Computer Modeling, Vol.38, pp.339-350.(SCI), 141284
2002 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), 151201
2001 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), 148300
2000 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), 291807
1999 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., 138267
1998 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), 135238
1998 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), 135239
1998 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), 135237
1997 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., 135240
1996 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), 135241
1996 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., 135242
1995 周宣光;蔡瑞煌, 1995, '應用與開發資訊系統之探討, ' 研究與發展,., 291809
1994 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), 135244
1994 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), 135245
1993 Tsaih, R.*, 1993, 'The Softening Learning Procedure, ' Mathematical and Computer Modelling, Vol.18, No.8, pp.61-64.(SCI)(*為通訊作者), 135246
Year Book Title
2016 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), 409473, 2016/01
2016 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), 409474, 2016/01
2016 Chiang, Hsu-Hsun*;Tsaih, Rua-Huan;Han, Tzu-Shian, 2016.01, 'Measurement Development of Service Quality for Museum Websites Displaying Artifacts, ' Managing Innovation and Cultural Knowledge Successfully: Case of National Palace Museum, Routledge, pp.82-109.(*為通訊作者), 415264, 2016/01
2014 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), 404990, 2014/01
2011 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), 386309, 2011/01
2009 蔡瑞煌*;Darren Meister, 2009, 'Polaris 2008, '.(*為通訊作者), 291849, 2009/01
2009 蔡瑞煌*;Darren Meister, 2009, '寶來 2008, '.(*為通訊作者), 291848, 2009/01
2000 Shen, C.;Tsaih, R.;Lin, J.;Lin, W., 2000, 'Equity style classification and investing strategy: The Application of Artificial Neural Networks, ' Advances in Pacific Basin Business, Economics and Finance, Jai Press Inc.., A12479, 2000/01
1997 Tsaih, R.*, 1997, 'Reasoning Neural Networks, ' Mathematics of Neural Networks: Models, Alforithms and Applications, Kluwer Academic Publishers, pp.366-371.(*為通訊作者), 135250, 1997/01
1996 蔡瑞煌, 1996, '神經網路系統論文集, ' 慶宜文化., 135247, 1996/01
1995 蔡瑞煌, 1995, '類神經網路概論, ' 三民書局., 135248, 1995/01
1993 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., 135249, 1993/01
1991 蔡瑞煌, 1991, 'An Improved Back Propagation Neural Network Learning Algorithm, ' University of California, Berkeley., 119028, 1991/01
Project Category Year Project Title Participator Job Title Period Unit
Other Projects 107 制裁與負面新聞查詢:網路爬蟲與資料挖礦 CHEN KUNG,HSIEH MING-HUA,LIN SHIH-KUEI,SUNG HUANG-CHIH,TSAIH RUA-HUAN,WANG LI-LING 協同主持人 2018.08 ~ 2018.12 渣打國際商業銀行股份有限公司
Other Projects 107 學生微型信貸平台之必要性與可行性 LIN CHING-TING,TSAIH RUA-HUAN Principal Investigator 2018.06 ~ 2018.12 財團法人台北外匯市場發展基金會
Other Projects 107 107年度人文及社會科學知識跨界應用能力培育計畫-轉注藝遊 CHOW HSING-YI,KUO MING-CHENG,LIU YU-LI,TANG CHING-PING,TSAIH RUA-HUAN,TSENG SHOU-CHENG 共同主持人 2018.02 ~ 2019.03 Ministry of Education, Republic of China (Taiwan)
MOST Projects 106 國際產學聯盟計畫-金融科技與創新國際產學聯盟I CHANG HSIN-LU,CHEN KUNG,CHENG YU-TING,CHOU ROBIN K.,CHOW HSING-YI,HSIEH MING-HUA,LEE JIE-HAUN,LIU YU 協同主持人 2017.09 ~ 2018.11 Ministry of Science and Technology
Other Projects 106 106年度大專畢業生創業服務計畫(U-start) TSAIH RUA-HUAN Principal Investigator 2017.08 ~ 2018.02 教育部青年發展署
Other Projects 106 106學年度大學校院創新創業扎根計畫-創新創業課程開設與發展計畫 SUNG HUANG-CHIH,TSAIH RUA-HUAN Principal Investigator 2017.08 ~ 2018.07 Ministry of Education, Republic of China (Taiwan)
Other Projects 106 政大創新創業平台:培育人才社科青年創業力計畫Ⅱ創新育成計畫 SUNG HUANG-CHIH,TSAIH RUA-HUAN Principal Investigator 2017.07 ~ 2018.12 臺北市政府產業發展局
Other Projects 106 105學年度大學校院創新創業扎根計畫-大學校院創業實戰模擬學習平台(SOS-IPO)優選團隊補助 TSAIH RUA-HUAN Principal Investigator 2017.05 ~ 2017.06 Ministry of Education, Republic of China (Taiwan)
Other Projects 106 未來企業競爭力【創新實踐工作坊】專案 TSAIH RUA-HUAN Principal Investigator 2017.04 ~ 2019.03 生生品創策動志業股份有限公司
Other Projects 106 106年度人文及社會科學知識跨界應用能力培育計畫-轉注藝遊 CHOW HSING-YI,LIU YU-LI,TANG CHING-PING,TSAIH RUA-HUAN,TSENG SHOU-CHENG 共同主持人 2017.02 ~ 2018.01 Ministry of Education, Republic of China (Taiwan)
Other Projects 106 南風四重奏 CHEN YU-HUI,LAN MEI-HUA,LIU YU-LI,SHANG SHIAW-CHUN,TRAN THI HOANG PHUONG,TSAI TZU-CHIEH,TSAIH RUA- 協同主持人 2017.02 ~ 2018.01 Ministry of Education, Republic of China (Taiwan)
MOST Projects 105 偵測離群值於概念飄移環境中(2/2) TSAIH RUA-HUAN Principal Investigator 2017.08 ~ 2018.08 Ministry of Science and Technology
MOST Projects 105 偵測離群值於概念飄移環境中(1/2) TSAIH RUA-HUAN Principal Investigator 2016.08 ~ 2018.08 Ministry of Science and Technology
Other Projects 105 105學年度大學校院創新創業扎根計畫-創新創業課程開設與發展計畫 TSAIH RUA-HUAN Principal Investigator 2016.08 ~ 2017.07 Ministry of Education, Republic of China (Taiwan)
Other Projects 105 南風四重奏 CHANG PAO-FANG,CHANG SHANG-KUAN,CHIANG MIN-HSIU,LAN MEI-HUA,LIU YU-LI,TSAI TZU-CHIEH,TSAIH RUA-HUAN, 協同主持人 2016.02 ~ 2017.01 Ministry of Education, Republic of China (Taiwan)
Other Projects 105 多國語系導覽APP TSAIH RUA-HUAN Principal Investigator 2016.02 ~ 2016.07 台北金融大樓股份有限公司
Other Projects 105 LEED白金升級計畫導覽計畫APP TSAIH RUA-HUAN Principal Investigator 2016.01 ~ 2016.06 台北金融大樓股份有限公司
Other Projects 104 政大創新創業平台:培育人才社科青年創業力計畫 TSAIH RUA-HUAN Principal Investigator 2015.11 ~ 2017.04 臺北市政府產業發展局
Other Projects 104 104年度人文及社會科學知識跨界應用能力培育計畫-轉注藝遊 CHOW HSING-YI,LIU YU-LI,TANG CHING-PING,TSAIH RUA-HUAN,TSENG SHOU-CHENG 共同主持人 2015.08 ~ 2017.01 Ministry of Education, Republic of China (Taiwan)
MOST Projects 104 雲端串流服務品質之量化分析─以故宮iPalace頻道服務為例 李正國,溫日華,TSAIH RUA-HUAN,YU FANG Principal Investigator 2015.08 ~ 2016.07 Ministry of Science and Technology
Other Projects 104 網創產業國際發展之課程培育計畫 TSAIH RUA-HUAN Principal Investigator 2015.06 ~ 2015.10 財團法人資訊工業策進會
MOST Projects 103 故宮博物院的科技化服務創新─總計畫暨子計畫一:故宮博物院的科技化服務之設計議題(延攬) TSAIH RUA-HUAN Principal Investigator 2014.02 ~ 2014.12 Ministry of Science and Technology
MOST Projects 102 故宮博物院的資通訊化服務創新與其影響-(總計畫及子計畫三)故宮影音頻道服務及其專案管理(2/2) 林國平,TSAIH RUA-HUAN Principal Investigator 2014.01 ~ 2015.01 Ministry of Science and Technology
MOST Projects 102 故宮博物院的科技化服務創新─總計畫暨子計畫一:故宮博物院的科技化服務之設計議題(延攬) TSAIH RUA-HUAN Principal Investigator 2013.08 ~ 2014.01 Ministry of Science and Technology
MOST Projects 102 故宮博物院的資通訊化服務創新與其影響-(總計畫及子計畫三)故宮影音頻道服務及其專案管理(1/2) 林國平,TSAIH RUA-HUAN Principal Investigator 2013.01 ~ 2013.12 Ministry of Science and Technology
MOST Projects 101 故宮博物院的科技化服務創新-總計畫暨子計畫一:故宮博物院的科技化服務之設計議題(3/3) 林國平,TSAIH RUA-HUAN Principal Investigator 2014.01 ~ 2015.03 Ministry of Science and Technology
MOST Projects 101 故宮博物院的科技化服務創新-總計畫暨子計畫一:故宮博物院的科技化服務之設計議題(2/3) 林國平,TSAIH RUA-HUAN Principal Investigator 2013.01 ~ 2013.12 Ministry of Science and Technology
MOST Projects 101 故宮博物院的科技化服務創新─總計畫暨子計畫一:故宮博物院的科技化服務之設計議題(延攬) TSAIH RUA-HUAN Principal Investigator 2012.08 ~ 2013.07 Ministry of Science and Technology
MOST Projects 101 故宮博物院的科技化服務創新-總計畫暨子計畫一:故宮博物院的科技化服務之設計議題(1/3) 林國平,TSAIH RUA-HUAN Principal Investigator 2012.01 ~ 2012.12 Ministry of Science and Technology
MOST Projects 100 以資料為中心之類神經網路方法論與離群值 TSAIH RUA-HUAN Principal Investigator 2011.08 ~ 2012.07 Ministry of Science and Technology
Other Projects 100 廣告看板之分眾促購發展計畫 TSAIH RUA-HUAN Principal Investigator 2011.02 ~ 2011.11 分眾傳媒股份有限公司
MOST Projects 98 財務報表舞弊探索與類神經網路(2/2) LIN WAN-YING,TSAIH RUA-HUAN Principal Investigator 2010.08 ~ 2011.07 Ministry of Science and Technology
Other Projects 98 數位架構分析專案計畫書 CHI YAN-PING,TSAIH RUA-HUAN Principal Investigator 2009.08 ~ 2009.10 國家圖書館
MOST Projects 98 財務報表舞弊探索與類神經網路(1/2) LIN WAN-YING,TSAIH RUA-HUAN Principal Investigator 2009.08 ~ 2010.07 Ministry of Science and Technology
Other Projects 98 國家圖書館隨選視訊新系統功能需求 TSAIH RUA-HUAN Principal Investigator 2009.04 ~ 2009.05 國家圖書館
MOST Projects 97 利用preimage分析萃取規則之實作 TSAIH RUA-HUAN Principal Investigator 2008.08 ~ 2009.07 Ministry of Science and Technology
MOST Projects 96 智慧型學習演算法 TSAIH RUA-HUAN Principal Investigator 2007.08 ~ 2008.07 Ministry of Science and Technology
MOST Projects 95 相關性隱藏節點與學習演算法 TSAIH RUA-HUAN Principal Investigator 2006.08 ~ 2007.07 Ministry of Science and Technology
MOST Projects 94 使用倒傳遞神經網路之資料挖掘方法論 TSAIH RUA-HUAN Principal Investigator 2005.08 ~ 2006.07 Ministry of Science and Technology
MOST Projects 93 學習演算法與學習理論 TSAIH RUA-HUAN Principal Investigator 2004.08 ~ 2005.07 Ministry of Science and Technology
MOST Projects 92 神經網路與非線性模式的求解(2/2) TSAIH RUA-HUAN Principal Investigator 2003.08 ~ 2004.07
Other Projects 92 資訊系統價值評估技術研究 LIN WAN-YING,TSAIH RUA-HUAN Principal Investigator 2003.02 ~ 2003.12 財團法人資訊工業策進會
MOST Projects 91 神經網路與非線性模式的求解(1/2) TSAIH RUA-HUAN Principal Investigator 2002.08 ~ 2003.07 Ministry of Science and Technology
Other Projects 91 符合ebXML標準之交易夥伴自動撮合方法研究 CHIANG KUO-HUIE,TSAIH RUA-HUAN 協同主持人 2002.01 ~ 2002.12 財團法人資訊工業策進會
MOST Projects 90 混沌理論與倒傳遞神經網路 TSAIH RUA-HUAN Principal Investigator 2001.08 ~ 2002.07
Other Projects 90 個人信用評分系統 SENG JIA-LANG,TSAIH RUA-HUAN Principal Investigator 2001.03 ~ 2001.08 華信商業銀行股份有限公司
Other Projects 89 人工智慧財經決策系統DW財經網人性化介面及債券預測子系統 TSAIH RUA-HUAN Principal Investigator 2000.10 ~ 2001.09 新鼎系統股份有限公司
Other Projects 89 不動產評分系統 TSAIH RUA-HUAN Principal Investigator 2000.05 ~ 2000.12 華信商業銀行股份有限公司
Other Projects 89 中小企業評分系統 TSAIH RUA-HUAN Principal Investigator 2000.05 ~ 2000.12 華信商業銀行股份有限公司
Other Projects 89 財經領域人工智慧技術開發 TSAIH RUA-HUAN Principal Investigator 2000.01 ~ 2000.06 新鼎系統股份有限公司
MOST Projects 89 混合型線性規劃的計算方法 LUH HSING,TSAIH RUA-HUAN 共同主持人 1999.08 ~ 2000.07 Ministry of Science and Technology
MOST Projects 89 以類神經網路研究證券成長風格與價值風格之分類、辨識 TSAIH RUA-HUAN Principal Investigator 1999.08 ~ 2000.07 Ministry of Science and Technology
Other Projects 88 電子商務對服務業貿易之影響與因應 TSAIH RUA-HUAN,YANG GUANG-HWA 共同主持人 1999.01 ~ 1999.06 行政院經濟建設委員會
MOST Projects 88 神經網路在選擇權定價上之應用 CHEN WEI-KUANG,TSAIH RUA-HUAN 共同主持人 1998.08 ~ 1999.07 Ministry of Science and Technology
MOST Projects 88 類神經網路和敏感度分析 TSAIH RUA-HUAN Principal Investigator 1998.08 ~ 1999.07 Ministry of Science and Technology
MOST Projects 87 類神經網路和線性規劃 TANG, GLA-KHY,TSAIH RUA-HUAN Principal Investigator 1997.08 ~ 1998.07 Ministry of Science and Technology
MOST Projects 86 應用類神經網路於換匯交易避險基金的風險管理 TSAIH RUA-HUAN Principal Investigator 1996.08 ~ 1997.07 Ministry of Science and Technology
MOST Projects 85 應用類神經網路預測國外股價指數期約 HSU YEN-SHAN,TSAIH RUA-HUAN Principal Investigator 1995.08 ~ 1996.07 Ministry of Science and Technology
MOST Projects 82 利用神經網路來辦識中文字形 TSAIH RUA-HUAN Principal Investigator 1992.08 ~ 1993.07 Ministry of Science and Technology
Country School Name Department Degree Duration
UNITED STATES University of California, Berkeley Industriral Engineering and Operations Research Ph.D. 1988.05 ~ 1991.05
UNITED STATES Master 1986.08 ~ 1988.05
TAIWAN, REPUBLIC OF CHINA Bachelor 1979.09 ~ 1983.06
Experience Category Organization Title Department Job Title Duration
Current NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 教授 2019.08 ~ Up to today
Current NATIONAL CHENGCHI UNIVERSITY 金融學系 教授 2019.02 ~ 2019.08
Current NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 教授 2013.01 ~ 2019.02
Current NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 教授 2006.07 ~ 2013.01
Current NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 教授 1998.08 ~ 2005.07
Current NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 副教授 1991.08 ~ 1998.08
Part Time NATIONAL CHENGCHI UNIVERSITY 研究發展處 副研發長 2017.08 ~ 2017.12
Part Time NATIONAL CHENGCHI UNIVERSITY 創新育成中心 中心主任(一級行政) 2017.08 ~ 2017.12
Part Time NATIONAL CHENGCHI UNIVERSITY 研究發展處 副研發長 2016.08 ~ 2017.07
Part Time NATIONAL CHENGCHI UNIVERSITY 創新育成中心 中心主任(一級行政) 2016.08 ~ 2017.07
Part Time NATIONAL CHENGCHI UNIVERSITY 研究暨創新育成總中心 副研發長 2016.01 ~ 2018.01
Part Time NATIONAL CHENGCHI UNIVERSITY 研究發展處 副研發長 2015.08 ~ 2016.07
Part Time NATIONAL CHENGCHI UNIVERSITY 創新育成中心 中心主任(一級行政) 2015.08 ~ 2016.07
Part Time NATIONAL CHENGCHI UNIVERSITY 研究發展處 副研發長 2014.12 ~ 2015.07
Part Time NATIONAL CHENGCHI UNIVERSITY 創新育成中心 中心主任 2014.12 ~ 2015.07
Part Time NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 系主任 2001.08 ~ 2002.07
Part Time NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 系主任 2000.08 ~ 2001.07
Part Time NATIONAL CHENGCHI UNIVERSITY 資訊管理學系 系主任 1999.08 ~ 2000.07
Experience 政大商學院 PERDO辦公室 主任 2006.09 ~ 2008.09
Honor Category Year Award Name Awarding Unit
Outside School 107 科技部研究獎勵 科技部(國科會)
Inside School 106 特聘教授 政治大學
Outside School 106 獎勵特殊優秀人才 科技部(國科會)
Outside School 105 獎勵特殊優秀人才 科技部(國科會)
Inside School 104 傑出服務教師獎 政治大學
Outside School 104 獎勵特殊優秀人才 科技部(國科會)
Outside School 103 獎勵特殊優秀人才 科技部(國科會)
Inside School 102 特聘教授 政治大學
Outside School 102 獎勵特殊優秀人才 科技部(國科會)
Inside School 100 學術研究優良獎 政治大學
Inside School 100 資深優良教師 (20年) 國立政治大學
Outside School 100 獎勵特殊優秀人才 科技部(國科會)
Inside School 99 特聘教授 政治大學
Inside School 99 學術研究優良獎 政治大學
Inside School 99 教學特優教師 Outstanding Teaching Awards 政大商學院
Outside School 99 獎勵特殊優秀人才 科技部(國科會)
Inside School 98 學術研究優良獎 政治大學
Inside School 97 學術研究成果國際化優等研究獎 政治大學
Inside School 95 學術研究成果國際化優等研究獎(02) 政治大學
Inside School 95 學術研究成果國際化優等研究獎(03) 政治大學
Inside School 95 學術研究成果國際化優等研究獎(01) 政治大學
Inside School 94 學術研究成果國際化優等研究獎 政治大學
Inside School 93 學術研究成果國際化優等研究獎(02) 政治大學
Inside School 93 學術研究成果國際化優等研究獎(01) 政治大學
Inside School 91 三等服務獎章 政治大學
Inside School 91 教學特優教師 Outstanding Teaching Awards 政大商學院
Inside School 90 學術研究成果國際化優等研究獎 政治大學
Inside School 90 資深優良教師 (10年) 國立政治大學
Outside School 89 國科會甲種研究獎勵 科技部(國科會)
Outside School 88 國科會甲種研究獎勵 科技部(國科會)
Outside School 87 國科會甲種研究獎勵 科技部(國科會)
Outside School 86 國科會甲種研究獎勵 科技部(國科會)
Year Paper Title
2019 Yu-Han Tsai*;Yu-Jie Jheng;Rua-Huan Tsaih, 2019.08, 'The Cramming, Softening and Integrating Learning Algorithm with Parametric ReLU Activation Function for Binary Input/Output Problems, ' the International Joint Conference on Neural Networks 2019, IEEE, INNS.(IEEE)(*為通訊作者)
2019 Gin-Ni Kuo*;Shao-Chieh Sun;Rua-Huan Tsaih, 2019.07, 'The Cramming, Softening and Integrating Learning Algorithm for Real-Number Input/Binary Output Problems, ' 2nd IEEE International Conference on Knowledge Innovation and Invention 2019, IEEE.(IEEE)(*為通訊作者)
2018 Hsin-Lu Chang*;Hui-Chen Hu;Kai Wang;蔡瑞煌;Lian Pu, 2018.06, 'How Design Features Lead to Visitors' Visit Intention through Virtual Reality Experience: The Case of National Palace Museum, ' PACIS 2018: The 22nd Pacific Asia Conference on Information Systems, PACIS, pp.3175-3188.(*為通訊作者)
2018 Hsin-Lu Chang*;Yung-Chi Shih;Kai Wang;蔡瑞煌;Lin Zhiyan, 2018.06, 'Using Virtual Reality for Museum Exhibitions: The Effects of Attention and Engagement for National Palace Museum, ' PACIS 2018: The 22nd Pacific Asia Conference on Information Systems, PACIS, pp.915-928.(*為通訊作者)
2016 Che-Chuan Hsu*;蔡瑞煌, 2016.10, 'The study of the awareness-vision-transformation process of B&M organizations in the information technologies era, ' e-Learning, e-Management and e-Services (IC3e), 2016 IEEE Conference on, IEEE, pp.182-187.(IEEE)(*為通訊作者)
2016 Shin-Ying Huang*;Jhe-Wei Lin;Rua-Huan Tsaih, 2016.07, 'Outlier Detection in the Concept Drifting Environment, ' Neural Networks (IJCNN), 2016 International Joint Conference on, IEEE Computational Intelligence Society, pp.31-37.(IEEE)(*為通訊作者)
2015 Huang, S.*;Huang, Y.;Tsaih, R.;Yu, F., 2015, 'Network-Traffic anomaly detection with incremental majority learning, ' the International Joint Conference on Neural Networks (IJCNN), IEEE Computational Intelligence Society.(*為通訊作者)
2014 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)
2014 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)
2013 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)
2013 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)
2012 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)
2012 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)
2012 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)
2011 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)
2010 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)
2010 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)
2009 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)
2009 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)
2008 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.
2008 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)
2007 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)
2007 蔡瑞煌*, 2007, 'A Constructive Learning Procedure, ' Joint Conference on Information Sciences.(*為通訊作者)
2006 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)
2005 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)
2005 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)
2004 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)
2004 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)
2003 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)
2002 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)
2001 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).
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.
2000 蔡瑞煌, 2000, 'The Deterministic Evolutionary Learning Algorithm, ' International Conference on Data Mining 2000, pp.343-352..
1999 蔡瑞煌, 1999.07, 'Sensitivity Analysis, Neural Networks, and the Finance., ' International Joint Conference on Neural Networks.
1998 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.
1998 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.
1998 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,.
1998 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)
1997 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)
1996 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)
1996 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)
1996 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)
1996 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)
1996 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)
1995 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)
1994 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.
1994 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)
1993 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)
1993 蔡瑞煌*, 1993, 'The Softening Learning Algorithm., ' 5th UNB Artificial Intelligence Symposium, pp.53-58.(*為通訊作者)
1993 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)
1993 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)
1992 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)
1992 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)
1992 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)
Year Research Title Publish Date Authors
2009 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) 2009-10-01
2009 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) 2009-07-01
2009 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) 2009-05-01
2009 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. 2009-01-01
2008 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) 2008-07-01
2007 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) 2007-07-01
2006 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) 2006-07-01
2005 蔡瑞煌*, 2005, '學習演算法與學習理論, ' 國科會.(*為通訊作者) 2005-01-01
2004 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, '. 2004-01-01
2003 蔡瑞煌, 2003.08, '神經網路與非線性模式的求解(2/2), ' 國科會. 2003-08-01
2003 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) 2003-01-01
2002 蔡瑞煌, 2002.08, '神經網路與非線性模式的求解(1/2), ' 國科會. 2002-08-01
2001 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. 2001-08-01
2001 蔡瑞煌, 2001.07, '渾沌理論與倒傳遞神經網路系統, ' 國科會. 2001-07-01
2000 蔡瑞煌, 2000.12, '中小企業評分系統, '. 2000-12-01
2000 蔡瑞煌, 2000.12, '不動產評分系統, ' 華信商業銀行股份有限公司. 2000-12-01
2000 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. 2000-01-01
1999 蔡瑞煌, 1999.12, '類神經網路和敏感度分析, '. 1999-12-01
1999 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. 1999-06-01
1998 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. 1998-01-01
1998 蔡瑞煌, 1998, '類神經網路和線性規劃, ' 行政院國家科學委員會. 1998-01-01
1997 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. 1997-08-01
1996 蔡瑞煌, 1996, '應用類神經網路預測國外股價指數期約, ' 國科會. 1996-01-01
1993 蔡瑞煌, 1993, '利用神經網路來辨識中文字形, ' 國科會. 1993-01-01