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Dr. Kao-Yi, Shen 沈高毅 教授

姓名

職稱

沈高毅 

Shen, Kao-Yi

教授

Shen

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

專長領域

公司財務、投資學、金融科技、決策科學、智慧型柔性運算

發表刊物

著作

(一)期刊論文論文著作

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.

 

 

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