沈高毅

沈高毅

職稱

教授

姓名

沈高毅

研究室

大夏B308

電話

(02)2700-5858 ext.36237

E-mail

kyshen@sce.pccu.edu.tw

研究領域

公司財務、投資學、金融科技、決策科學、智慧型柔性運算

課程

公司理財、財務管理、作業管理、決策科學、投資分析與管理、人際關係

學歷
國立政治大學 企業管理博士班（財管組） 博士
東海大學 工業工程研究所 碩士
經歷
論文著作
（一）期刊論文
Kao-Yi Shen, Hiroshi Sakai, Gwo-Hshiung Tzeng* (2019, Feb). Comparing Two Novel Hybrid MRDM Approaches to Consumer Credit Scoring under Uncertainty and Fuzzy Judgements . International Journal of Fuzzy Systems (SCI), 21(1), 194-212.
Jim-Yuh Huang, Kao-Yi Shen*, Joseph C.P. Shieh, and Gwo-Hshiung Tzeng (2019, Jan). Strengthen Financial Holding Companies' Business Sustainability by Using a Hybrid Corporate Governance Evaluation Model. Sustainability (SSCI), 11(3), Articl ID: 582.
Hiroshi Sakai*, Kao-Yi Shen, Michinori Nakata (2018, May). On Two Apriori-Based Rule Generators: Apriori in Prolog and Apriori in SQL . Journal of Advanced Computational Intelligence and Intelligent Informatics (EI/Scopus), 22(3), pp. 394-403.
Kao-Yi Shen*, Gwo-Hshiung Tzeng (2018, May). Advances in Multiple Criteria Decision Making for Sustainability: Modeling and Applications (Editorial). Sustainability (SSCI), 10(5), Article ID: 1600.
Kao-Yi Shen, Edmundas Kazimieras Zavadska, and Gwo-Hshiung Tzeng* (2018, Jan). Updated Discussions on“Hybrid Multiple Criteria Decision Making Methods: A Review of Applications for Sustainability Issues”. Economic Research-Ekonomska Istraživanja (SSCI), 31(1), 1437-1452.
Kao-Yi Shen *, Min-Ren Yan, Gwo-Hshiung Tzeng (2017, Oct). Exploring R&D Influences on Financial Performance for Business Sustainability Considering Dual Profitability Objectives. Sustainability (SSCI), 9(11), Article ID: 1964.
Kao-Yi Shen* (2017, Mar). Compromise between Short- and Long-Term Financial Sustainability: A Hybrid Model for Supporting R&D Decisions. Sustainability (SSCI), 9(3), Article ID: 375.
Kao-Yi Shen, Shu-Kung Hu, and Gwo-Hshiung Tzeng* (2017, Jan). Financial Modeling and Improvement Planning for the Life Insurance Industry by Using a Rough Knowledge Based Hybrid MCDM Model. Information Sciences (SCI), 375, 296-313.
Kao-Yi Shen and Gwo-Hshiung Tzeng* (2016, Dec). Contextual Improvement Planning by Fuzzy-Rough Machine Learning: A Novel Bipolar Approach for Business Analytics. International Journal of Fuzzy Systems (SCI), 18(6), 940-955.
Kao-Yi Shen, Gwo-Hshiung Tzeng* (2016, Sep). Combining DRSA Decision-Rules with FCA-based DANP Evaluation for Financial Performance Improvements . Technological and Economic Development of Economy (SSCI), 22(5),685-714.
Kao-Yi Shen and Gwo-Hshiung Tzeng* (2015, Dec). Combined Soft Computing Model for Value Stock Selection Based on Fundamental Analysis. Applied Soft Computing (SCI), 37, 142-155.
Kao-Yi Shen, Gwo-Hshiung Tzeng* (2015, Dec). A Decision Rule-Based Soft Computing Model for Supporting Financial Performance Improvement of the Banking Industry. Soft Computing (SCI), 19(4), 859-874.
Kao-Yi Shen, Gwo-Hshiung Tzeng* (2015, Sep). Fuzzy Inference Enhanced VC-DRSA Model for Technical Analysis: Investment Decision Aid. International Journal of Fuzzy Systems (SCI), 17(3), 375-389.
Kao-Yi Shen, Gwo-Hshiung Tzeng* (2015, Sep). A New Approach and Insightful Financial Diagnoses for the IT Industry Based on a Hybrid MADM Model . Knowledge-Based Systems (SCI), 58, 112-130.
Kao-Yi Shen, Gwo-Hshiung Tzeng (2014, Jun). DRSA-Based Neuro-Fuzzy Inference System for the Financial Performance Prediction of Commercial Bank. International Journal of Fuzzy Systems (SCI), 16(2),173-183.
Kao-Yi Shen, Min-Ren Yan, Gwo-Hshiung Tzeng (2014, Mar). Combining VIKOR-DANP Model for Glamor Stock Selection and Stock Performance Improvement. Knowledge-Based Systems (SCI), 58, 86-97.
Kao-Yi Shen (2013, May). Implementing Value Investing Strategy through an Integrated Fuzzy-ANN Model. Journal of Theoretical and Applied Information Technology , 51(1), 150-157.
專利及專書
（一）專書
Gwo-Hshiung Tzeng and Kao-Yi Shen. New Concepts and Trends of Hybrid Multiple Criteria Decision Making (ISBN: 9781498777087). New York, US: CRC Press (Taylor & Francis Group). Jul, 2017.
（二）專書論文
Hiroshi Sakai*, Kao-Yi Shen, & Michinori Nakata . NIS-Apriori Algorithm with a Target Descriptor for Handling Rules Supported by Minor Instances  . Integrated Uncertainty in Knowledge Modelling and Decision Making (EI) (ISBN: 978-3-030-14814-0). Cham: Springer. Mar, 2019: 247-259.
Kao-Yi Shen*, Hiroshi Sakai, and Gwo-Hshiung Tzeng. Stable Rules Evaluation for a Rough-Set-Based Bipolar Model: A Preliminary Study for Credit Loan Evaluation. Rough Sets (EI) (ISBN: 978-3-319-6-837-2). Cham, Switzerland: Springer. Apr, 2017: LNAI vol. 10313, pp.317-328. 
Kao-Yi Shen* and Gwo-Hshiung Tzeng. Knowledge Supported Refinements for Rough Granular Computing: A Case of Life Insurance Industry. Rough Sets, Fuzzy Sets, Data Mining and Granular Computing (EI) (ISBN: 978-3-319-25782-2). Switzerland: Springer International Publishing.. Nov, 2015: 219-230. 
Kao-Yi Shen, Gwo-Hshiung Tzeng. Decision Rules-Based Probabilistic MCDM Evaluation Method – An Empirical Case from Semiconductor Industry. Rough Sets and Intelligent Systems Paradigms (EI) (ISBN: 978-3-319-08729-0). Switzerland: Springer International Publishing. Jul, 2014: 8537, 179-190.
學術會議
Kao-Yi Shen (2018, Dec). Recent Findings and Developments of Multiple Rule-Based Decision-Making Approach for Solving Practical Problems (Invited Keynote in UMSO2018, at Kitakyushu, Japan). Invited Keynote in International Conference on Unconventional Modelling, Simulation & Optimization Soft Computing and Meta Heuristics, Dec 2 - 5, UMSO2018, Kokura, Japan . 
Kao-Yi Shen*, Gwo-Hshiung Tzeng (2018, Aug). Granular-Based Interactive Portfolio Optimization Model for Investment Decision Aids. 29th European Conference on Operation al Research (EURO 2018), Valencia (Spain).
Jim-Yuh Huang*, Kao-Yi Shen, Gwo-Hshiung Tzeng, Yucheng Kao, Joseph C.P. Shieh (2018, Jun). Explore the Key Influential Factors of Corporate Governance in Taiwan Listed Companies. INFORMS INTERNATIONAL – 2018, Taipei/Taiwan. 
Yucheng Kao*, Kao-Yi Shen, Gwo-Hshiung Tzeng, Jim-Yuh Huang, Jonchi Shyu (2018, Jun). Technology Evaluations and Selection of Financial Technologies using a Fuzzy MCDM in the Emerging Market. INFORMS INTERNATIONAL – 2018, Taipei/Taiwan.
Kao-Yi Shen*, Gwo-Hshiung Tzeng (2018, May). Exploring Investors' Risk Preferences and Sell-out Decisions By Using A Hybrid Approach For Technical Analysis. INFORMS International 2018. 
Kao-Yi Shen*, Gwo-Hshiung Tzeng (2018, Apr). Granular-Based Interactive Portfolio Optimization Model for Investment Decision Aids. The 29th European Conference on Operational Research (EURO 2018).
Kao-Yi Shen*, Gwo-Hshiung Tzeng, and Mei-Yao Wu (2017, Sep). Decision-Making under Impreciseness and Uncertainty in the Framework of Two Fuzzy-Rough Hybrid Approaches . 2017 International Conference on Fuzzy Theory and Its Applications (iFUZZY 2017), Pingtung/Taiwan.
Kao-Yi Shen*, Hiroshi Sakai, Michinori Nakata, and Gwo-Hshiung Tzeng (2017, Aug). Conceptual Framework for a Bipolar Weighting Model with Non-Deterministic Attributes for Group Decision-Making: Multiple Approaches. Fourteenth International Symposium on Management Engineering (ISME2017), Kitakyushu, Fukuoka, Japan.
Kao-Yi Shen* and Gwo-Hshiung Tzeng (2016, Oct). The 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), Taipei, Taiwan.
Kao-Yi Shen* and Gwo-Hshiung Tzeng (2016, Aug). Rough-Rules-Based Decision Model for Multiple Objectives Portfolio Optimization. Multicriteria Decision Analysis: Methodology and Theory for the International Symposium of the Analytic Hierarchy Process (ISAHP2016), London/UK. 
Kao-Yi Shen* and Gwo-Hshiung Tzeng (2016, May). A Novel Bipolar MCDM Model Using Rough Sets and Three-Way Decisions for Decision Aids. Joint 8th International Conference on Soft Computing and Intelligent Systems and 17th International Symposium on Advanced Intelligent Systems (SCIS & ISIS 2016), Sapporo/Japan. 
Kao-Yi Shen* and Gwo-Hshiung Tzeng (2015, Nov). An Emerging Trend in Multiple Rule-Based Decision Making by Rough Machine Learning. 2015 International Conference on Fuzzy Theory and Its Applications, Yilan/Taiwan. 
Kao-Yi Shen* and Gwo-Hshiung Tzeng (2015, Apr). A Novel Dual-Time Frame MADM Model for Improvement Planning Compromised between Short-term and Long-term Prospects. MCDM 2015 – 23rd International Conference on Multiple Criteria Decision Making, Hamburg/Germany.
Kao-Yi Shen, Gwo-Hshiung Tzeng (2014, Sep). VC-DRSA for Knowledge Retrieval Based on Technical Analysis and Investment Practice. 2014 International Conference on Fuzzy Theory and Its Applications.
Kao-Yi Shen, Gwo-Hshiung Tzeng, Min-Ren Yan, and Kuo-Ming Chien (2014, Sep). Exploring the Conjoint Effects of R&D on the Financial Performance of Semiconductor Companies: Rule-Based Granular Computing. Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, 北九州/日本.
研究計畫
（一）科技部計畫（擔任主持人）
計畫名稱 期間
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) 2018/08/01~2020/7/31
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 (105-2410-H-034-019-MY2) 2016/08/01~2018/9/30
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 (104-2410-H-034-064-) 2015/08/01~2016/10/31
（二）產學合作計畫（擔任主持人）
計畫名稱 期間
探討金融科技在財務募資應用之系統性分析（ IP10800117） 2019/04/01 ~ 2020/3/31
榮譽獎賞
107_2學期教學傑出教師獎 中國文化大學推廣教育部
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） 中國文化大學
Excellent Keynote Award"" International Conference of Unconventional Modelling, Simulation & Optimization 2018 (UMSO2018)
校內發表學術專書研究獎勵 中國文化大學
校內研究獎勵 中國文化大學
106獲校內推廣教育部教學績優教師獎項 中國文化大學
本校彈性薪資獎勵 中國文化大學
107_1學期傑出教師（教學優良教師獎） 中國文化大學推廣教育部
104-106連續三年獲得科技部專題研究計畫補助獎狀 中國文化大學
校內研究成果獎勵107第一學期，共計一篇期刊獲研究獎勵） 中國文化大學
106共計三篇研究獲得校內研究獎勵 中國文化大學
105_1共計一篇研究獲得校內研究獎勵 中國文化大學
105學年度本校「院教學傑出教師」獎勵 中國文化大學
104兩篇文章獲得校內研究獎勵 中國文化大學
103學年度中國文化大學學術研究成果獎勵-2 中國文化大學
103學年度中國文化大學學術研究成果獎勵-1 中國文化大學
102學年度中國文化大學校內學術研究獎勵 中國文化大學
Best Session Paper Award General Chair of ISIS2013
指導論文
期刊學報編審
其他