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Bankruptcy Prediction for US Businesses: Leveraging Machine Learning for Financial Stability
9 references·0 citing·34 second hop
Bankruptcy Prediction for US Businesses: Leveraging Machine Learning for Financial Stability (2025)Bankruptcy Prediction for US Businesses: …Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management (2024)Advancing financial resilienc…Comparative Analysis of Machine Learning Models for Bankruptcy Prediction in the Context of Pakistani Companies (2023)Comparative Analysis of Machi…A literature survey of corporate failure prediction models (2023)A literature survey of corpor…Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks (2022)Machine Learning for Bankrupt…Artificial intelligence in predicting the bankruptcy of non-financial corporations (2022)Artificial intelligence in pr…Predicting bankruptcy of local government: A machine learning approach (2021)Predicting bankruptcy of loca…Corporate Bankruptcy Prediction Using Machine Learning Methodologies with a Focus on Sequential Data (2021)Corporate Bankruptcy Predicti…Predicting bank insolvencies using machine learning techniques (2020)Predicting bank insolvencies …Corporate Bankruptcy Prediction: An Approach Towards Better Corporate World (2020)Corporate Bankruptcy Predicti…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)How does capital affect bank performance during financial crises? (2013)Deep Learning-Based Model for Financial Distress Prediction (2022)Extending business failure prediction models with textual website content using deep learning (2022)Financial applications of machine learning: A literature review (2023)Financial Ratios As Predictors of Failure (1966)Machine learning models and bankruptcy prediction (2017)Evolutions in machine learning technology for financial distress prediction: A comprehensive review and comparative analysis (2023)Machine learning techniques in bankruptcy prediction: A systematic literature review (2024)Survey, classification and critical analysis of the literature on corporate bankruptcy and financial distress prediction (2024)The Twin Crises: The Causes of Banking and Balance-of-Payments Problems (1999)Bank governance, regulation and risk taking (2008)Big Data : The Management Revolution (2013)Predicting vaccine hesitancy from area‐level indicators: A machine learning approach (2021)Predicting dropout from higher education: Evidence from Italy (2023)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Which Industrial Sectors Are Affected by Artificial Intelligence? A Bibliometric Analysis of Trends and Perspectives (2023)Risk Analysis of Bankruptcy in the U.S. Healthcare Industries Based on Financial Ratios: A Machine Learning Analysis (2024)Stock market prediction system with modular neural networks (1990)Using neural network ensembles for bankruptcy prediction and credit scoring (2007)Financial distress and bankruptcy prediction among listed companies using accounting, market and macroeconomic variables (2013)The new trends of digital transformation and artificial intelligence in public administration (2023)Enhancing corporate governance through AI: a systematic literature review (2024)The Pricing of Options and Corporate Liabilities (1973)ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)Bank Soundness Level Prediction: ANFIS vs Deep Learning (2023)Emerging technologies in finance: challenges for a sustainable finance (2025)Comparison of PubMed, Scopus, Web of Science, and Google Scholar: strengths and weaknesses (2007)A dynamic financial risk prediction system for enterprises based on gradient boosting decision tree algorithm (2025)A transformer-based model for default prediction in mid-cap corporate markets (2022)Systematic Review of Financial Distress Identification using Artificial Intelligence Methods (2022)An Optimal House Price Prediction Algorithm: XGBoost (2024)Predicting business bankruptcy: A comparative analysis with machine learning models (2024)
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References

  • 2020Predicting bank insolvencies using machine learning techniques164 cited
  • 2021Corporate Bankruptcy Prediction Using Machine Learning Methodologies with a Focus on Sequential Data94 cited
  • 2020Corporate Bankruptcy Prediction: An Approach Towards Better Corporate World78 cited
  • 2021Predicting bankruptcy of local government: A machine learning approach71 cited
  • 2022Machine Learning for Bankruptcy Prediction in the American Stock Market: Dataset and Benchmarks51 cited
  • 2023A literature survey of corporate failure prediction models49 cited
  • 2022Artificial intelligence in predicting the bankruptcy of non-financial corporations40 cited
  • 2024Advancing financial resilience: A systematic review of default prediction models and future directions in credit risk management38 cited
  • 2023Comparative Analysis of Machine Learning Models for Bankruptcy Prediction in the Context of Pakistani Companies28 cited

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