國立成功大學 FinTech商創研究中心

實驗室名稱 :

AI人工智慧實驗室
實驗室成員 :

李昇暾(負責)、劉梧柏、徐明龍

主要研究方向

人工智慧
商業智慧
大數據分析
決策支援系統
審計市場
審計委員會
財務會計

近期文章發表

González, S., García, S., Li, S. T., John, R., & Herrera, F. "Fuzzy k-nearest neighbors with monotonicity constraints: Moving towards the robustness of monotonic noise." Neurocomputing 439 (2021): 106-121.
Lin, C., Ting, S. F., Lee, L., & Lin, S. T. "Firm capability assessment via the BSC and DEA." Industrial Management & Data Systems (2021).
Lee, P. C., Kao, F. Y., Liang, F. W., Lee, Y. C., Li, S. T., & Lu, T. H. "Existing Data Sources in Clinical Epidemiology: The Taiwan National Health Insurance Laboratory Databases." Clinical Epidemiology 13 (2021): 175.
Tsai, M. S., & Li, S. T. "Can Smartphones be as a Medical Instrument? Willingness to Adopt Mobile Health in Taiwan: A Hypothetical Study." The 22nd Asia Pacific Management Conference APMC, 2021.
Chen, H. Y., Yeh, Y., & Li, S. T. "An Approach of Deep Neural Network to Predict Adverse Drug Reactions." The 22nd Asia Pacific Management Conference APMC, 2021.
Hsu, M. L., Hsu, H. C., Chou, J. R., Shih, H. Y., Chang, Y. P., Chang, K. Y., Lee, H. Y., & Li, S. T. "Vault Cash Forecasting in Bank Branches with Deep Learning" International Trends and Prospects Forum of FinTech, RegTech and Green Finance, 2021.
邱桂珍、吳建璋、徐明龍、李昇暾。貴金屬期貨價格大數據分析預測模型之建構。台灣財務工程學會年會暨國際學術研討會與論壇、2021。
邱桂珍、莊家悅、徐明龍、李昇暾。以信用狀開立流程架構貿易融資洗錢防制區塊鏈。台灣財務工程學會年會暨國際學術研討會與論壇、2021。
Sheu, M. J., Liang, F. W., Li, S. T., Li, C. Y., & Lu, T. H. "Validity of ICD-10-CM codes used to identify patients with chronic hepatitis B and C virus infection in administrative claims data from the Taiwan National Health Insurance outpatient claims dataset." Clinical Epidemiology 12 (2020): 185.
Li, S. T., Chiu, K. C., & Chiu, T. H. "An Application on Building Information Model to Procurement Strategy of Copper Raw Material with Big Data Analytics." 2020 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2020.
Chuang, H. C., Chen, C. C., & Li, S. T. "Incorporating monotonic domain knowledge in support vector learning for data mining regression problems." Neural Computing and Applications 32.15 (2020): 11791-11805.
Wang, H. J., Kuo, S. C., Chou, C. C., & Li, S. T. "Toward a CNN-based Intelligent Gait Analysis System." International Computer Symposium, 2020.
王宏仁、郭淑靜、周佳志、高志鵬、李昇暾。基於深度學習智能化足壓分析之研究。International Conference on Technologies and Applications of Artificial Intelligence、2020。
徐明龍、柯順發、吳國川、許家豪、張幼銘、王政淳、李昇暾。CRISP-DM預測分析學於品管生產參數關鍵因子確認之研究。國際資訊管理學術研討會、2020。
González, S., García, S., Li, S. T., & Herrera, F. "Chain based sampling for monotonic imbalanced classification." Information Sciences 474 (2019): 187-204.
Li, S. T., Pham, T. T., & Chuang, H. C. "Do reviewers’ words affect predicting their helpfulness ratings? Locating helpful reviewers by linguistics styles." Information & Management 56.1 (2019): 28-38.
Li, S. T., Pham, T. T., Chuang, H. C., & Wang, Z. W. "Does reliable information matter? Towards a trustworthy co-created recommendation model by mining unboxing reviews." Information Systems and e-Business Management 14.1 (2016): 71-99.
Liu, W. P., & Huang, H. W. "Internal control opinion shopping and initial audit fee discounting: Evidence from U.S. domestic and cross-listed foreign firms." The Eighth International Conference of the Journal of the International Accounting Research, 2021.
Liu, W. P., Yen, M. F., & Wu, T. Y. "Mining of Key Audit Matters in Audit Reports: A Deep Learning-Based Natural Language Processing Approach." 1st International Conference of the Journal of Information Systems, 2021.
Lin, S., Liu, W. P., & Ma, M. "Mispricing of Other Comprehensive Income: Does the location of reporting OCI matter?" European Accounting Association Annual Congress, 2021.
Wu, S. B., & Liu, W. P. "Who selects the wrong person? Evidence of Chief Accounting Officer unqualification from Taiwan." The Eighth International Conference of the Journal of the International Accounting Research, 2021.
Liang, S. H., & Liu, W. P. "The Association between FinTech Rating and Firm Value." 29TH Annual Pacific Basin Finance, Economics, Accounting and Management Conference, 2021.
Liu, W. P., & Huang, H. W. "Auditor realignment, voluntary SOX 404 adoption, and internal control material weakness remediation: Further evidence from US-listed foreign firms." International Business Review 29.5 (2020): 101712.
Wu, S. J., & Liu, W. P.. "The Impact of FinTech Rating on Cost of Debt Capitals." NCKU Accounting and Fintech Research Forum, 2020.
Liu, W. P., & Shih, K. H. "Can FinTech Reduce Audit Reporting Lag?" Fintech Research Forum, 2020.
Liang, S. H., Liu, W. P., & Huang, H. W. "Firm-Value Effects of Financial Technology Reputation." International conference on advanced technology innovation, 2020.
Liu, W. P., Shih, K. H., & Huang, H. W. "Can FinTech Reduce Reporting Lags?" International Trends and Prospects Forum of FinTech Supervision and Law Compliance, 2020.
Liang, S. H., Liu, W. P., & Huang, H. W. "The Association between the FinTech Rating and Firm Value." International Trends and Prospects Forum of FinTech Supervision and Law Compliance, 2020.
Wu, S. J., Liu, W. P., & Huang, H. W. "The Association Between Financial Technology and Cost of Debt Capital." International Trends and Prospects Forum of FinTech Supervision and Law Compliance, 2020.
Liang, S. H., Liu, W. P., & Huang, H. W. "FinTech Rating and Firm Value." Fintech Research Forum, 2020.
Lin, C. C., Liu, W. P., & Huang, H. W. "The Relation between Corporate Governance Evaluation and Financial Performance and Firm Value: Evidence from Corporate Governance Evaluation of Taiwan Listed Firms." International Journal of Commerce and Strategy 10.1 (2018): 23-46.