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Machine learning in bank merger prediction: A text-based approach
16 references·3 citing·48 second hop
Machine learning in bank merger prediction: A text-based approach (2023)Machine learning in bank merger predictio…Textual Analysis in Accounting and Finance: A Survey (2016)Textual Analysis in Accountin…Measuring Readability in Financial Disclosures (2014)Measuring Readability in Fina…Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies (2013)Stronger Risk Controls, Lower…Accounting discretion, loan loss provisioning, and discipline of Banks’ risk-taking (2012)Accounting discretion, loan l…When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)When Is a Liability Not a Lia…Large‐Sample Evidence on Firms’ Year‐over‐Year MD&A Modifications (2010)Large‐Sample Evidence on Firm…Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters (2005)Bankruptcy prediction using s…Bankruptcy Prediction with Industry Effects (2004)Bankruptcy Prediction with In…An application of support vector machines in bankruptcy prediction model (2004)An application of support vec…A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A hybrid ARIMA and support ve…Rating Banks: Risk and Uncertainty in an Opaque Industry (2002)Rating Banks: Risk and Uncert…Earnings Management to Avoid Earnings Declines across Publicly and Privately Held Banks (2002)Earnings Management to Avoid …Why do Banks Disappear? The Determinants of U.S. Bank Failures and Acquisitions (2000)Why do Banks Disappear? The D…Bank loan loss provisions: a reexamination of capital management, earnings management and signaling effects (1999)Bank loan loss provisions: a …Predicting takeover targets (1986)Predicting takeover targetsMergers and the Market for Corporate Control (1965)Mergers and the Market for Co…Unleashing the power of text for credit default prediction: Comparing human-written and generative AI-refined texts (2025)Unleashing the power of text …The impact of CEO turnover on firm performance and insolvency risk - A global analysis (2024)The impact of CEO turnover on…Predicting Cross-border Merger and Acquisition Completion through CEO Characteristics: A Machine Learning Approach (2024)Predicting Cross-border Merge…Time Series Analysis Forecasting and Control. 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References

  • 2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
  • 1965Mergers and the Market for Corporate Control2,364 cited
  • 2016Textual Analysis in Accounting and Finance: A Survey2,279 cited
  • 2014Measuring Readability in Financial Disclosures1,452 cited
  • 1986Predicting takeover targets1,311 cited
  • 2002Rating Banks: Risk and Uncertainty in an Opaque Industry1,244 cited
  • 2004A hybrid ARIMA and support vector machines model in stock price forecasting1,000 cited
  • 1999Bank loan loss provisions: a reexamination of capital management, earnings management and signaling effects914 cited
  • 2005Bankruptcy prediction using support vector machine with optimal choice of kernel function parameters872 cited
  • 2002Earnings Management to Avoid Earnings Declines across Publicly and Privately Held Banks844 cited
  • 2004Bankruptcy Prediction with Industry Effects810 cited
  • 2004An application of support vector machines in bankruptcy prediction model809 cited
  • 2012Accounting discretion, loan loss provisioning, and discipline of Banks’ risk-taking791 cited
  • 2013Stronger Risk Controls, Lower Risk: Evidence from U.S. Bank Holding Companies716 cited
  • 2000Why do Banks Disappear? The Determinants of U.S. Bank Failures and Acquisitions

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695 cited
  • 2010Large‐Sample Evidence on Firms’ Year‐over‐Year MD&A Modifications677 cited
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    • 2025Unleashing the power of text for credit default prediction: Comparing human-written and generative AI-refined texts27 cited
    • 2024Predicting Cross-border Merger and Acquisition Completion through CEO Characteristics: A Machine Learning Approach15 cited
    • 2024The impact of CEO turnover on firm performance and insolvency risk - A global analysis14 cited