專書

  • 108Multi-graded Hybrid MRDM Model for Assisting Financial Performance Evaluation Decisions: A Preliminary Work in "Lecture Notes in Computer Science ",Springer International11499439-453 2019/06/28 ( )
  • 106New Concepts and Trends of Hybrid Multiple Criteria Decision Making,CRC Press (Taylor & Francis Group) 2017/08/18 ( SSCI )
  • 104Knowledge Supported Refinements for Rough Granular Computing: A Case of Life Insurance Industry. In: Rough Sets, Fuzzy Sets, Data Mining and Granular Computing,Springer International 2015/07/01 ( )
  • 103Rough Sets and Intelligent Systems Paradigms (chapter title: Decision Rules-Based Probabilistic MCDM Evaluation Method – An Empirical Case from Semiconductor Industry),SpringerVol. 8537179-190 2014/07/31 ( SCI )
  • 101創新發現誌-校園創新,資策會2012 vol.3100-103 2012/03/01 ( )
  • 99商業優化案例彙編,中國文化大學創新育成中心 2010/12/31 ( )
  • 99商業優化案例講義(安捷光電),中國文化大學創新育成中心23-32 2010/12/31 ( 專書(book) )
  • 99商業優化案例講義(健喬生物科技),中國文化大學創新育成中心110-120 2010/12/31 ( )

期刊論文

  • 110Clinical Knowledge Supported Acute Kidney Injury (AKI) Risk Assessment Model for Elderly Patients,International Journal of Environmental Research and Public Health 2021/02/04 ( SSCI )
  • 109Use of a Refined Corporate Social Responsibility Model to Mitigate Information Asymmetry and Evaluate Performance,Symmetry (SCI/Q2)Vol. 12, No. 8Article ID: 1349 2020/08/13 ( SCI )
  • 108Comparing Two Novel Hybrid MRDM Approaches to Consumer Credit Scoring under Uncertainty and Fuzzy Judgments,International Journal of Fuzzy Systems 2019/06/30 ( SCI )
  • 108RULE BASED DECISION SUPPORT IN TABLE DATA SETS WITH UNCERTAINTY AND ITS EXECUTION ENVIRONMENT,Scientiae Mathematicae Japonicae81 ( 3 ),p. 219-231 2019/05/01 ( )
  • 108Strengthen Financial Holding Companies’ Business Sustainability by Using a Hybrid Corporate Governance Evaluation Model,Sustainability11(3)Article ID: 582 2019/01/31 ( SSCI )
  • 107On Two Apriori-Based Rule Generators: Apriori in Prolog and Apriori in SQL,Journal of Advanced Computational Intelligence and Intelligent Informatics22(3)394-403 2018/05/31 ( EI )
  • 107Advances in Multiple Criteria Decision Making for Sustainability: Modeling and Applications ,Sustainability10(5)Article ID: 1600 2018/05/01 ( SSCI )
  • 107Rule Based Decision Support for Table Data Sets with Uncertainty and Its Execution Environment,Scientiae Mathematicae Japonicae53(1) 2018/02/28 ( )
  • 107Updated Discussions on “Hybrid Multiple Criteria Decision Making Methods: A Review of Applications for Sustainability Issues”,Economic Research-Ekonomska Istraživanja13(1)1437-1452 2018/01/31 ( SSCI )
  • 106Exploring R&D Influences on Financial Performance for Business Sustainability Considering Dual Profitability Objectives,Sustainability9Article ID: 1964 (21頁 2017/10/02 ( SSCI )
  • 106Compromise between Short- and Long-Term Financial Sustainability: A Hybrid Model for Supporting R&D Decisions,SustainabilityVol.9 No.31-17 2017/03/01 ( SSCI )
  • 105Financial modeling and improvement planning for the life insurance industry by using a rough knowledge based hybrid MCDM model,Information Sciences (SCI)375296-313 2016/09/28 ( SCI )
  • 105Contextual Improvement Planning by Fuzzy-Rough Machine Learning: A Novel Bipolar Approach for Business Analytics,International Journal of Fuzzy Systems (SCI)Vol.18 No.6940-955 2016/06/11 ( SCI )
  • 104Combined Soft Computing Model for Value Stock Selection Based on Fundamental Analysis,Applied Soft ComputingVol. 37142-155 2015/06/30 ( SCI )
  • 104A New Approach and Insightful Financial diagnoses for the IT Industry Based on a Hybrid MADM Model,Knowledge-Based SystemsVol. 85112-130 2015/05/01 ( SCI )
  • 103Fuzzy Inference Enhanced VC-DRSA Model for Technical Analysis: Investment Decision Aid,International Journal of Fuzzy SystemsVol.17 No.3375-389 2014/12/31 ( SCI )
  • 103Combining DRSA Decision-Rules with FCA-based DANP Evaluation for Financial Performance Improvements,Technological and Economic Development of Economy 2014/11/30 ( SSCI )
  • 103A decision rule-based soft computing model for supporting financial performance improvement of the banking industry,Soft Computing 2014/10/31 ( SCI )
  • 103DRSA-based Neuro-Fuzzy Inference System for the Financial Performance Prediction of Commercial Bank,International Journal of Fuzzy Systems 2014/06/30 ( SCI )
  • 103Combining VIKOR-DANP model for glamor stock selection and stock performance improvement,Knowledge-based SystemsVol.5886-97 2014/02/28 ( SCI )
  • 102IMPLEMENTING VALUE INVESTING STRATEGY THROUGH AN INTEGRATED FUZZY-ANN MODEL ,Journal of Theoretical and Applied Information TechnologyVol.51 No.1150-157 2013/05/01 ( )
  • 101The Modeling of Earnings Prediction by Time-Delay Neural Network,Advanced Material Researchvol433-440907-911 2012/01/02 ( )
  • 100Implementing Value Investing Strategy by Artificial Neural Network,Journal of Business and Information TechnologyVol.112-22 2011/03/01 ( )
  • 99A Hybrid Value Investing Model for the Evaluation of Banking Stocks,International Journal of Trade, Economics, and FinanceVol.1 No.3277-282 2010/10/01 ( )

研討會論文

  • 108A Novel Dual Representative Hybrid MRDM Approach,2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2019) 2019/11/07 ( )
  • 108A Short Survey of Blockchain Based Applications in the Field s of Business and Finance,iCIMKC2019 The 15th International Conference on Innovation, Management and Knowledge CommunityN.A.41 2019/05/25 ( )
  • 108NIS-Apriori Algorithm with a Target Descriptor for Handling Rules Supported by Minor Instances,International Symposium on Integrated Uncertainty in Knowledge Modelling and Decision Making (IUKM2019)N.A.247-259 2019/03/27 ( )
  • 107Granule-Based Interactive Portfolio Optimization Model for Investment Decision Aids,29th European Conference on Operational Research (EURO 2018) 2018/07/08 ( )
  • 107Exploring Investors' Risk Preferences And Sell-out Decisions By Using A Hybrid Approach For Technical Analysis,INFORMS International 2018 2018/06/17 ( )
  • 106Conceptual framework for a bipolar weighting model with non-deterministic attributes for group decision-making: Multiple approaches,International Symposium of Management Engineering (ISME2017)F09/#32 2017/08/25 ( SSCI )
  • 106Stable rules evaluation for a rough-set-based bipolar model: A preliminary study for credit loan evaluation,International Joint Conference on Rough Sets (IJCRS2017)No.10313317-328 2017/07/03 ( SSCI )
  • 105The Rising Trend of Machine Learning Supported Hybrid Decision Making Models for Problem Solving,2016第十二屆台灣作業研究學會年會暨學術研討會(ORSTW 2016)51 2016/10/28 ( )
  • 105A novel bipolar MCDM model using rough sets and three way decisions for decision aids (EI),Joint 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advance Intelligent Systems (SCIS & ISIS 2016)53-58 2016/08/25 ( )
  • 105ROUGH­-RULES-BASED DECISION MODEL FOR MULTIPLE OBJECTIVES PORTFOLIO OPTIMIZATION,International Symposium of the Analytic Hierarchy Process (ISAHP)1 page summary 2016/08/04 ( )
  • 104Knowledge Supported Refinements for Rough Granular Computing: A Case of Life Insurance Industry (EI),Rough Sets, Fuzzy Sets, Data Mining and Granular Computing ­ 15th International Conference, RSFDGrC 2015, Proceedings(IJCRS2015)9437233-244 2015/11/20 ( )
  • 104An Emerging Trend in Multiple Rule-Based Decision Making by Rough Machine Learning (第一篇/共計兩篇),2015 International Conference on Fuzzy Theory and Its Applications1 page short paper for oral presentation 2015/11/18 ( )
  • 104Contextual Improvement Planning by Fuzzy-Rough Machine Learning: A Novel Bipolar Approach for Business Analytics (第二篇主論文/本研討會共計發表兩篇),2015 International Conference on Fuzzy Theory and Its Applications 2015/11/18 ( )
  • 104A novel dual-time frame MADM model for improvement planning compromised between short-term and long-term prospects (科技部補助編號:104-2914-I-034-005-A1),MCDM 2015 – 23rd International Conference on Multiple Criteria Decision Making 2015/08/02 ( )
  • 103Exploring the Conjoint Effects of R&D on the Financial Performance of Semiconductor Companies: Rule-Based Granular Computing,2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (ISIS2014) and 15th International Symposium on Advanced Intelligent Systems827-832 2014/12/03 ( )
  • 103VC-DRSA for Knowledge Retrieval Based on Technical Analysis and Investment Practice,2014 International Conference on Fuzzy Theory and Its Applications122-127 2014/11/26 ( )
  • 103Joint Rough Set Workshop (special session),JRS workshop4 2014/07/09 ( )
  • 102A Refined DRSA model for the Financial Performance Prediction of Commercial Banks,2013 International Conference on Fuzzy Theory and its Applications74 2013/12/06 ( )
  • 102An integrated soft computing model for predicting and exploring financial performance of commercial banks in Taiwan,The 14th International Symposium on Advanced Intelligent Systems 2013/11/13 ( )
  • 102Predicting Corporate Performance and Finding Core Indicators for Improvement: A Rough Set Approach,2013 Joint Rough Set Symposium 2013/10/10 ( )
  • 101An Integrated MCDM Model for Glamour Stock Evaluation(the proceeding is included in EI compendex),The 6th International Conference on Soft Computing and Intelligent Systems(SCIC-ISIS2012)pp.2070-2075 2012/11/20 ( )
  • 99A fuzzy-MCDM based value investing method for banking stocks evaluation,2010 2nd IEEE International Conference on Information and Financial Engineering, ICIFE 2010161-165 2010/09/17 ( )
  • 99An integrated fuzzy-ANP model for value investing,010 7th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2010Vol.2982-986 2010/08/14 ( )

學術會議

  • 109科技部管理二學門成果發表會管二學門成果發表
  • 1092020 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2020)PE-MRDM (conference paper)
  • 108108科技部人文司管理二學門專題研究計畫成果發表會管理學門相關研究成果發表會
  • 108the 2019 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2019)Soft computing theories and applications
  • 108區塊鏈應用法律高峰論壇區塊鏈金融應用之法律相關議題
  • 108International Joint Conference on Rough Sets 2019 (IJCRS2019)決策科學、約略集合與柔性運算之理論與應用研究
  • 108iCIMKC2019 The 15th International Conference on Innovation, Management and Knowledge Community創新與知識管理
  • 108iCIMKC2019 The 15th International Conference on Innovation, Management and Knowledge Community創新與知識管理
  • 1082019管理績效與策略研討會管理與財務績效分析實務
  • 108World Blockchain Summit 2019區塊鏈在商業財務的應用趨勢與未來挑戰
  • 108台灣的金融新契機證劵型代幣融合區塊鏈與實體世界—台灣的金融新契機
  • 107International Conference of Unconventional Modelling, Simulation & Optimization 2018Soft Computing and Meta Heuristics (Recent Findings and Developments of Multiple Rule-Based Decision-Making Approach for Solving Practical Problems)
  • 107the 29th European Conference of Operational Research (EURO2018)Operational Research Applications in Finance
  • 107INFORMS International Conference (INFORMS2018)Operations Research and Analytics
  • 107iCIMKC 2018第十四屆創新、管理與知識社群國際研討會創新與知識管理
  • 107iCIMKC 2018第十四屆創新、管理與知識社群國際研討會創新與知識管理
  • 107資管領域年輕學者學術生涯規劃工作坊資管領域研究相關主題
  • 106第十八屆海峽兩岸繼續教育論壇大資料與數位媒體時代下的繼續教育
  • 1062017 管理績效與策略研討會管理績效與策略研討
  • 105The 12th Annual Meeting of the Operations Research Society of Taiwan (ORSTW 2016)OR relatrd theories and applications
  • 105Joint 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advance Intelligent Systems (SCIS & ISIS 2016)Soft computing, machine learning, and computational intelligence theories and applications.
  • 105International Symposium on the Analytic Hierarchy Process (ISAHP2016)Decision making theories and practical applications
  • 1042015 International Joint Conference on Rough Sets (IJCRS 2015)Rough set and fuzzy set theories and applications in practice.
  • 1042015 International Conference on Fuzzy Theory and Its Applications (iFuzzy2015)Fuzzy set theories and applications
  • 10423rd International Conference on Multiple Criteria Decision Making (MCDM2015)Decision making theories and practical applications
  • 1042015管理績效與策略研討會商管、財務與策略績效等相關議題的學術研究討論
  • 103Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent SystemsExploring the Conjoint Effects of R&D on the Financial Performance of Semiconductor Companies: Rule-Based Granular Computing
  • 1032014 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (iFUZZY 2014)VC-DRSA for knowledge retrieval based on technical analysis and investment practice
  • 103JRS2014Rough Set application for financial performance diagnosis
  • 102International Conference on Fuzzy Theory and its ApplicationsFuzzy theory, Soft Computing, multiple applications in Fuzzy set theory
  • 102The 14th international Symposium on Advanced Intelligent SystemsSoft Computing and Applications
  • 1012012台灣CCIM不動產論壇商用不動產投資
  • 100第二屆兩岸及港澳遠程開放教育與繼續教育高端論壇
  • 100ICIIP 2011 International Conference on Intelligent Information Processing
  • 100Examining Critical Survival Factorsof Nascent Start-Ups – Combining Qualitative and Quantitative Approaches
  • 99商業優化人才培訓計畫成果發表
  • 99商業優化人才培訓計畫產官交流會
  • 992010 2nd IEEE International Conference on Information and Financial Engineering (EI conference)
  • 992010 7th International Conference on Fuzzy Systems and Knowledge Discovery(EI conference)
  • 992010前瞻管理學術與產業趨勢研討會
  • 98學界協助中小企業科技關懷計畫專家交流會
  • 9898年度商業優化應用產官學專家座談會
  • 982009中小企業品質週「卓越品質、創新價值」研討會

研究計畫

  • 108整合MRDM、MADM與MODM之互動漸進式粒子最佳化投資組合模型(科技部專題研究計畫,兩年期計畫之第二年)
  • 108探討金融科技在財務募資應用之系統性分析
  • 107整合MRDM、MADM與MODM之互動漸進式粒子最佳化投資組合模型(107-2410-H-034-018-MY2)
  • 106多重約略法則為核心之創新兩極型金控公司投資決策模型--融合直觀式模糊績效評量
  • 105多重約略法則為核心之創新兩極型金控公司投資決策模型--融合直觀式模糊績效評量
  • 104補助國內專家學者出席國際學術會議:23rd International Conference on Multiple Criteria Decision Making MCDM 2015 – Bridging Disciplines
  • 104風險偏好導向之技術分析模型:三階段混合式柔性運算投資支援決策系統
  • 104新觀念與新趨勢混合動態多評準決策模式之開發與其應用
  • 100跨領域學位學程補助計畫之執行
  • 99大專生與新進創業者對於創業認知之探索性研究
  • 99教育部大專畢業生創業服務計畫
  • 99經濟部99年度商業優化人才培訓計畫
  • 99經濟部99年度商業優化人才培訓計畫
  • 98電子產品開發流程輔助控管系統
  • 98商業優化個案撰寫
  • 98教育部大專畢業生創業服務計畫

榮譽獎賞

  • 108科技部108年度「補助大專校院研究獎勵」
  • 108107_2學期教學傑出教師獎
  • 108本校107學年度第2學期學術研究成果獎勵(共計兩篇SCI/SSCI期刊發表)
  • 107"Excellent Keynote Award"
  • 107校內發表學術專書研究獎勵
  • 107校內研究獎勵
  • 107106獲校內推廣教育部教學績優教師獎項
  • 107本校彈性薪資獎勵
  • 107107_1學期傑出教師(教學優良教師獎)
  • 107104-106連續三年獲得科技部專題研究計畫補助獎狀
  • 107校內研究成果獎勵107第一學期,共計一篇期刊獲研究獎勵)
  • 106106共計三篇研究獲得校內研究獎勵
  • 105105_1共計一篇研究獲得校內研究獎勵
  • 105105學年度本校「院教學傑出教師」獎勵
  • 104104兩篇文章獲得校內研究獎勵
  • 104103學年度中國文化大學學術研究成果獎勵-2
  • 104獲科技部補助參加MCDM2015 in Germany (NT 116,800)
  • 103103學年度中國文化大學學術研究成果獎勵-1
  • 103102學年度中國文化大學校內學術研究獎勵
  • 103獲得科技部補助參加JRS2014 in Spain (NT 80,000)
  • 102Best Session Paper Award
  • 101通過CFA Level 1 exam

指導論文

  • 109建構寵物飼料產業經銷商授信放款評估模型
  • 109從恆毅力的角度探討二度就業婦女成功轉型業務菁英之個案研究。
  • 109探討保險業務人員之關鍵成功特質-以台灣百萬圓桌(MDRT)業務菁英為例
  • 109以關係行銷觀點探討文創產業業者選擇法人顧問機構輔導服務之關鍵決策因素之研究
  • 108探討藥品通路商選擇藥廠供應商之評估: 以Z公司為例
  • 108探討財務比率市場法結合基本面選股之可行性
  • 108探討便利商店展店之評估準則-以S連鎖便利超商為例
  • 108運用多準則決策模型評選營養保健品供應商
  • 108運用公司治理模型協助銀行設定企業融資放款決策
  • 108探討文創事業的創業關鍵成功因素-以台灣I公司為例
  • 107探討中小企業接班人遴選與培育之關鍵影響因素
  • 106從提升城市競爭力角度探討捷運系統持續改善策略-以臺北市、新北市為例
  • 105探討不同風險屬性客戶購買共同基金商品之評估準則:以F銀行為例
  • 105建構個人信用貸款之DEMATEL評估模型: 以A銀行為例
  • 104運用DEMATEL初探台灣中小型旅行業之公司治理架構
  • 104消費者以第三方支付購買旅遊商品之決策考量
  • 104證券投資人交易策略考量因素之研究

授課資料

  • 110上學期企碩財金投資分析
  • 110上學期進學財金決策科學
  • 109下學期企專學分財務報表分析
  • 109下學期企碩財金學術英文簡報與商業英文書報導讀
  • 109下學期國企碩士學分國際企業經營策略
  • 109下學期進學財金公司理財
  • 109上學期企碩財金投資分析與管理
  • 109上學期進學財金決策科學
  • 108暑期企碩財金學術英文簡報與商業英文書報導讀
  • 108下學期生應碩士學分退休理財規劃專題
  • 108下學期進學不分系服務學習與實踐(二)
  • 108下學期進學財金公司理財
  • 108上學期企碩財金投資分析與管理
  • 108上學期進學不分系服務學習與實踐(一)
  • 108上學期進學財金決策科學
  • 107暑期企碩國企國際企業倫理講座
  • 107下學期企碩國企國際財務管理
  • 107下學期進學不分系服務學習與實踐(二)
  • 107下學期進學財金公司理財
  • 107上學期企碩財金投資分析與管理
  • 107上學期進學財金決策科學
  • 106下學期進學不分系大學理念與倫理(二)
  • 106下學期進學財金公司理財
  • 106上學期企碩國企國際財務管理
  • 106上學期進學不分系大學理念與倫理(一)
  • 106上學期進學不分系服務學習與實踐(一)
  • 106上學期進學財金決策科學
  • 105下學期進學不分系大學理念與倫理(二)
  • 105下學期進學財金公司理財
  • 105下學期進學財金決策科學
  • 105上學期時尚品牌學程創業家與小型公司管理
  • 105上學期進學不分系大學理念與倫理(一)
  • 105上學期進學不分系服務學習與實踐(一)
  • 105上學期進學財金決策科學
  • 104下學期時尚品牌學程創業家與小型公司管理
  • 104下學期進學財金公司理財
  • 104下學期進學財金決策科學
  • 104上學期進學不分系大學理念與倫理(一)
  • 104上學期進學不分系財務管理
  • 103下學期時尚品牌學程創業家與小型公司管理
  • 103下學期進學不分系服務學習與實踐(二)
  • 103下學期進學財金公司理財
  • 103上學期進學不分系服務學習與實踐(一)
  • 103上學期進學財金公司理財
  • 102下學期進學不分系服務學習與實踐(二)
  • 102下學期進學不分系統計學(上)
  • 102上學期進學不分系大學理念與倫理(一)
  • 102上學期進學不分系服務學習與實踐(一)
  • 102上學期進學財金公司理財
  • 101下學期進學不分系大學理念與倫理(二)
  • 101下學期進學不分系財務管理
  • 101上學期進學不分系大學理念與倫理(一)
  • 100下學期進學不分系財務管理
  • 100下學期進學教務微型創業實務講座
  • 100上學期進學不分系大學理念與倫理
  • 100上學期進學不分系財務管理
  • 99下學期進學不分系財務管理
  • 99下學期進學不分系專題演講(二)-心理、科學、文史、永續發展與環境變遷
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