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Big data in financial risk management: evidence, advances, and open questions: a systematic review
13 references·0 citing·47 second hop
Big data in financial risk management: evidence, advances, and open questions: a systematic review (2025)Big data in financial risk management: ev…A State-of-the-Art Review in Big Data Management Engineering: Real-Life Case Studies, Challenges, and Future Research Directions (2024)A State-of-the-Art Review in …Large-scale data-driven financial risk management & analysis using machine learning strategies (2023)Large-scale data-driven finan…What Is (Not) Big Data Based on Its 7Vs Challenges: A Survey (2022)What Is (Not) Big Data Based …The drivers of volume volatility: A big data analysis based on economic uncertainty measures for the Greek banking system (2022)The drivers of volume volatil…Internet Financial Risk Management in the Context of Big Data and Artificial Intelligence (2022)Internet Financial Risk Manag…Big data, artificial intelligence and machine learning: A transformative symbiosis in favour of financial technology (2022)Big data, artificial intellig…A declaração PRISMA 2020: diretriz atualizada para relatar revisões sistemáticas (2022)A declaração PRISMA 2020: dir…Enterprise Financial Risk Management Using Information Fusion Technology and Big Data Mining (2021)Enterprise Financial Risk Man…Evolving profiles of financial risk management in the era of digitization: The tomorrow that began in the past (2019)Evolving profiles of financia…A Big Data Mining Approach of PSO-Based BP Neural Network for Financial Risk Management With IoT (2019)A Big Data Mining Approach of…The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers (2018)The Mixed Methods Appraisal T…Multi Criteria Decision Making in Financial Risk Management with a Multi-objective Genetic Algorithm (2017)Multi Criteria Decision Makin…Big data analysis for financial risk management (2016)Big data analysis for financi…ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)An index to quantify an individual's scientific research output (2005)Econometric measures of connectedness and systemic risk in the finance and insurance sectors (2012)Investor attention and bitcoin liquidity: Evidence from bitcoin tweets (2020)Big data, big challenges: risk management of financial market in the digital economy (2021)Building comprehensible customer churn prediction models with advanced rule induction techniques (2010)Big Data analytics (2012)Big data: Issues, challenges, tools and Good practices (2013)Novel pricing strategies for revenue maximization and demand learning using an exploration–exploitation framework (2021)Impact of big data analytics on banking: a case study (2022)Financial Ratios As Predictors of Failure (1966)FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Corporate distress diagnosis: Comparisons using linear discriminant analysis and neural networks (the Italian experience) (1994)Artificial neural networks in supply chain management, a review (2023)Consumer credit risk assessment: A review from the state-of-the-art classification algorithms, data traits, and learning methods (2023)Big Data technologies: A survey (2017)Do environmental, social, and governance activities improve corporate financial performance? 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References

  • 2018The Mixed Methods Appraisal Tool (MMAT) version 2018 for information professionals and researchers4,688 cited
  • 2022A declaração PRISMA 2020: diretriz atualizada para relatar revisões sistemáticas439 cited
  • 2022Big data, artificial intelligence and machine learning: A transformative symbiosis in favour of financial technology184 cited
  • 2019A Big Data Mining Approach of PSO-Based BP Neural Network for Financial Risk Management With IoT113 cited
  • 2024A State-of-the-Art Review in Big Data Management Engineering: Real-Life Case Studies, Challenges, and Future Research Directions88 cited
  • 2016Big data analysis for financial risk management88 cited
  • 2023Large-scale data-driven financial risk management & analysis using machine learning strategies61 cited
  • 2017Multi Criteria Decision Making in Financial Risk Management with a Multi-objective Genetic Algorithm46 cited
  • 2022The drivers of volume volatility: A big data analysis based on economic uncertainty measures for the Greek banking system40 cited
  • 2021Enterprise Financial Risk Management Using Information Fusion Technology and Big Data Mining39 cited
  • 2022Internet Financial Risk Management in the Context of Big Data and Artificial Intelligence23 cited
  • 2022What Is (Not) Big Data Based on Its 7Vs Challenges: A Survey22 cited
  • 2019Evolving profiles of financial risk management in the era of digitization: The tomorrow that began in the past22 cited

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