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Large-scale data-driven financial risk management & analysis using machine learning strategies

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References

2019MACHINE LEARNING METHODS FOR SYSTEMIC RISK ANALYSIS IN FINANCIAL SECTORS321 cited
2020Financial Literacy and Financial Risk Tolerance of Individual Investors: Multinomial Logistic Regression Approach161 cited
2020Application of innovative risk early warning mode under big data technology in Internet credit financial risk assessment144 cited
2019A Big Data Mining Approach of PSO-Based BP Neural Network for Financial Risk Management With IoT113 cited
2016Big data analysis for financial risk management88 cited
2021The Impact of Financial Enterprises’ Excessive Financialization Risk Assessment for Risk Control based on Data Mining and Machine Learning72 cited

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2025Big data in financial risk management: evidence, advances, and open questions: a systematic review23 cited

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