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首頁 > 師資陣容 > 專任師資 > 林欣瑾教授

林欣瑾教授

職稱 教授
姓名 林欣瑾Sin-Jin Lin
研究室 大恩館940室
電話 28610511#35537
E-mail linsinjin@gmail.com
研究領域 財務會計、決策分析、商業智慧與資料探勘
課程 會計學原理、會計資訊系統

學歷
國立中央大學企業管理研究所博士
經歷
論文著作

期刊論文:

  1. Sin-Jin Lin, T.-M Chang, M.-F Hsu (2019), An emerging online business decision making architecture in a dynamic economic environment. Journal of Intelligent & Fuzzy Systems, DOI: 10.3233/JIFS-179251 (SCI)
  2. Sin-Jin Lin, M.-F. Hsu (2018), Decision making by extracting soft information from CSR news report. Technological and Economic Development of Economy, 24(4), 1344-1361 (SSCI)
  3. T. M. Chang, M. F. Hsu, Sin-Jin Lin (2018), Integrated news mining technique and AI-based mechanism for corporate performance forecasting. Information Sciences, 424, 2018, 273-286 (SCI)
  4. M. F. Hsu, C. C. Yeh, Sin-Jin Lin (2018), Integrating Dynamic Malmquist DEA and Social Network Computing for Advanced Management Decisions. Journal of Intelligent & Fuzzy Systems, 35, 2018, 231-241 (SCI)
  5. Sin-Jin Lin* (2017), Integrated artificial intelligence-based resizing strategy and multiple criteria decision making technique to form a management decision in an imbalanced environment. International Journal of Machine Learning and Cybernetics. 8(6), 1981–1992 (SCI)
  6. W. K. Lin, Sin-Jin Lin*, T. N. Yang (2017), Integrated Business Prestige and Artificial Intelligence for Corporate Decision Making in Dynamic Environments. Cybernetics and Systems: An International Journal 48(4), 303-324. (SCI)
  7. Sin-Jin Lin, M. F. Hsu (2017), Incorporated risk metrics and hybrid AI techniques for risk management. Neural Computing and Applications 28(11), 3477-3489 (SCI)
  8. Sin-Jin Lin* (2017), Hybrid kernelized fuzzy clustering and multiple attributes decision analysis for corporate risk management. International Journal of Fuzzy Systems 19(3), 659–670 (SCI)  
  9. Y.S. Hsu, Sin-Jin Lin* (2016), An emerging hybrid mechanism for information disclosure forecasting. International Journal of Machine Learning and Cybernetics, 7(6), 943–952 (SCI)
  10. Sin-Jin Lin*, T. F. Chen (2016), Multi-agent Architecture for Corporate Operating Performance Assessment. Neural Processing Letters, 43 (1), 115-132. (SCI)
  11. C. M. Kang, Sin-Jin Lin*, L. Lin (2016), The hybrid artificial intelligence model for analyzing the default risk of non-profit financial intermediation. Journal of Testing and Evaluation, 44(5), 2045-2058. (SCI)
  12. M. Lee、Sin-Jin Lin*、M.F. Hsu (2014), Decision making by a novel ensemble mechanism. Journal of International Business Studies, 8(2), 2014, 151-180.
  13. C.H. Shih, Sin-Jin Lin*, M.F. Hsu (2014), Detection of financial information manipulation by an ensemble-based mechanism. Neural Network World. 24 (5) 2014, 479-500. (SCI)
  14. Sin-Jin Lin, C.S. Wang, M.F. Hsu (2014), Selection of multiple combination strategies for risk assessment. Cybernetics and Systems: An International Journal, 45(8) 2014, 622-634. (SCI)
  15. Sin-Jin Lin, M.F. Hsu* (2014), Enhanced risk management by an emerging multi-agent architecture. Connection Science, 26(3), 245-259. (SCI).
  16. Sin-Jin Lin*, C. Chang, M.F. Hsu (2013), Multiple extreme learning machines for a two-class imbalance corporate life cycle prediction. Knowledge-Based Systems, 39, 2013, 214-223. (SCI)

研討會論文:

  1. Pamyl Chou, Paul, Chou, M.-F. Hsu, T.-M Chang, F.-H. Chen, Sin-Jin Lin (2019), Integrated Annual Report Readability and Dominance-based Rough Set Theory to Forecast Corporate's Operating Performance, IEEE 8th Global Conference on Consumer Electronics (IEEE GCCE)
  2. K.-P. Lin, T.-M. Chang, M.-F. Hsu, Sin-Jin Lin, William S. Chao (2019), A Structure-Behavior Coalescence Method for Integrating SysML Internal Block Diagram with Activity Diagram, 10th IEEE Control and System Graduate Research Colloquium (IEEE CSGRC)
  3. T.-M Chang, F.-H Chen, Sin-Jin Lin, M.-F. Hsu (2019), Integrated multiple DEA specifications and visualization technique for advanced management analysis and decision, 20th IEEE International Conference on Mobile Data Management (IEEE MDM-Workshops: MobiSocial)
  4. T.-M. Chang, C.-H Lin, M.-F. Hsu, H.-Y Kao, Sin-Jin Lin (2019), Intelligent Healthcare Website Design with Keyword Cues to Facilitate Online Health Information Search, The KES International Conference on Innovation in Medicine and Healthcare (KES-InMed-19)
  5. F. H. Chen, T. M. Chang, Sin-Jin Lin, M. F. Hsu (2018), The Impact of CSR's Multi-dimensions on Performance Assessment: A Joint Utilization of Latent Topic Modelling and Support Vector Machine, 2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018) 科技部 管理二學門 推薦研討會
  6. T. M. Chang, M. F. Hsu, Sin-Jin Lin (2017), Incorporating Soft Information from Financial News Media for Management Decision in Dynamic Business Environments, 2017 Pre-ICIS Workshop on Accounting Information Systems  (ICIS 2017) 科技部 管理二學門 推薦研討會
  7. F. H. Chen, J. H. Zeng, M. F. Hsu, Sin-Jin Lin* (2017), Management Decision by Combination Two-level DEA and Kernel-based Mechanism. 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017). EI-index. Japan.
  8. Y. S. Hsu, M. F. Hsu, Sin-Jin Lin* (2016), Corporate risk estimation by combining machine learning technique and risk measure. 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016). EI-index. Japan.
專利及專書
學術會議
  1. Pamyl Chou, Paul, Chou, M.-F. Hsu, T.-M Chang, F.-H. Chen, Sin-Jin Lin (2019), Integrated Annual Report Readability and Dominance-based Rough Set Theory to Forecast Corporate's Operating Performance, IEEE 8th Global Conference on Consumer Electronics (IEEE GCCE)
  2. K.-P. Lin, T.-M. Chang, M.-F. Hsu, Sin-Jin Lin, William S. Chao (2019), A Structure-Behavior Coalescence Method for Integrating SysML Internal Block Diagram with Activity Diagram, 10th IEEE Control and System Graduate Research Colloquium (IEEE CSGRC)
  3. T.-M Chang, F.-H Chen, Sin-Jin Lin, M.-F. Hsu (2019), Integrated multiple DEA specifications and visualization technique for advanced management analysis and decision, 20th IEEE International Conference on Mobile Data Management (IEEE MDM-Workshops: MobiSocial)
  4. T.-M. Chang, C.-H Lin, M.-F. Hsu, H.-Y Kao, Sin-Jin Lin (2019), Intelligent Healthcare Website Design with Keyword Cues to Facilitate Online Health Information Search, The KES International Conference on Innovation in Medicine and Healthcare (KES-InMed-19)
  5. F. H. Chen, T. M. Chang, Sin-Jin Lin, M. F. Hsu (2018), The Impact of CSR's Multi-dimensions on Performance Assessment: A Joint Utilization of Latent Topic Modelling and Support Vector Machine, 2018 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018) 科技部 管理二學門 推薦研討會
  6. T. M. Chang, M. F. Hsu, Sin-Jin Lin (2017), Incorporating Soft Information from Financial News Media for Management Decision in Dynamic Business Environments, 2017 Pre-ICIS Workshop on Accounting Information Systems  (ICIS 2017) 科技部 管理二學門 推薦研討會
  7. F. H. Chen, J. H. Zeng, M. F. Hsu, Sin-Jin Lin* (2017), Management Decision by Combination Two-level DEA and Kernel-based Mechanism. 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017). EI-index. Japan.
  8. Y. S. Hsu, M. F. Hsu, Sin-Jin Lin* (2016), Corporate risk estimation by combining machine learning technique and risk measure. 15th IEEE/ACIS International Conference on Computer and Information Science (ICIS 2016). EI-index. Japan.
研究計畫

  1. 『大數據環境下之人工智慧為基礎的企業融資限制預測模型：以社會網絡為基礎之多面向利害關係人論點予以探討與分析』，科技部專題研究計畫MOST 106 - 2410 - H - 034 - 011 - MY3，參與工作：計畫主持人，參與期間：民國106年8月1日~民國109年7月31日。(三年期計畫；核定經費 $1,763,000)
  2. 『風險調整架構下之企業繼續經營分析與預測模型之建構—考量混合式人工智慧技術與多角化經營策略』，科技部專題研究計畫MOST 104-2410-H-034-023-MY2，參與工作：計畫主持人，參與期間：民國104年8月1日~民國106年7月31日。(兩年期計畫；核定經費 $936,000)
  3. 『整合網路資料包絡法、流行學習、智慧資本與生命週期理論於動態企業經營績效之預測』，科技部專題研究計畫MOST 103-2410-H-034-029-，參與工作：計畫主持人，參與期間：民國103年8月1日~民國104年7月31日。(一年期計畫；核定經費 $344,000)
榮譽獎賞
  • 107、105、104、103年度E化教學優良獎
  • 107、105、103、102學年度全校輔導績優導師
  • 106學年度院教學傑出教師
  • 106、105、104、103、101學年度學術研究成果獎勵─研究論文獎
  • 106、105學年度學術研究成果獎勵-連續三年取得科技部計畫
指導論文
期刊學報編審

Academic service as Reviewer：

  • Energies(SCI)
  • Information Fusion(SCI)
  • International Journal of Fuzzy Systems(SCI)
  • International Journal of Machine Learning and Cybernetics (SCI)
  • Knowledge-Based Systems (SCI)
其他

 

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