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Technology-Driven Financial Risk Management: Exploring the Benefits of Machine Learning for Non-Profit Organizations
16 references·0 citing·52 second hop
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(2021)Benchmarking state-of-the-art classification algorithms for credit scoring: An update of research (2015)Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models (2018)A machine learning approach combining expert knowledge with genetic algorithms in feature selection for credit risk assessment (2021)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)A novel ensemble feature selection method by integrating multiple ranking information combined with an SVM ensemble model for enterprise credit risk prediction in the supply chain (2022)A two-stage hybrid credit risk prediction model based on XGBoost and graph-based deep neural network (2022)The Pricing of Options and Corporate Liabilities (1973)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Where the Risks Lie: A Survey on Systemic Risk (2015)TENET: Tail-Event driven NETwork risk (2016)Crude Oil futures contracts and commodity markets: New evidence from a TVP-VAR extended joint connectedness approach (2021)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Inclusive digital finance: the industry of equity crowdfunding (2021)FinTech Lending (2022)Fintech, Cryptocurrencies, and CBDC: Financial Structural Transformation in China (2022)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 1983Bank Runs, Deposit Insurance, and Liquidity9,689 cited
  • 2001Extreme Correlation of International Equity Markets2,608 cited
  • 2012A Survey of Systemic Risk Analytics716 cited
  • 2018Influence of consumers’ perceived risk on consumers’ online purchase intention540 cited
  • 2018Study on a prediction of P2P network loan default based on the machine learning LightGBM and XGboost algorithms according to different high dimensional data cleaning444 cited
  • 2021A Survey of Fintech Research and Policy Discussion336 cited
  • 2019MACHINE LEARNING METHODS FOR SYSTEMIC RISK ANALYSIS IN FINANCIAL SECTORS321 cited
  • 2020A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique234 cited
  • 2004Challenges in Managing Nonprofit Organizations: A Research Overview204 cited
  • 2018Fintech Risk Management: A Research Challenge for Artificial Intelligence in Finance198 cited
  • 2015Compliance monitoring in business processes: Functionalities, application, and tool-support193 cited
  • 2020Corporate default forecasting with machine learning168 cited
  • 2021Detection of fintech P2P lending issues in Indonesia159 cited

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  • 2018The big data system, components, tools, and technologies: a survey155 cited
  • 2020A Comparative Performance Assessment of Ensemble Learning for Credit Scoring152 cited
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