SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Predicting Financial Health of Banks for Investor Guidance Using Machine Learning Algorithms
12 references·2 citing·41 second hop
Predicting Financial Health of Banks for Investor Guidance Using Machine Learning Algorithms (2020)Predicting Financial Health of Banks for …Non-performing assets (NPAs) and its determinants: a study of Indian public sector banks (2018)Non-performing assets (NPAs) …Forecast bankruptcy using a blend of clustering and MARS model: case of US banks (2018)Forecast bankruptcy using a b…Financial distress prediction of Islamic banks using tree-based stochastic techniques (2018)Financial distress prediction…The human-like intelligence with bio-inspired computing approach for credit ratings prediction (2017)The human-like intelligence w…Corporate bankruptcy prediction: a high dimensional analysis (2017)Corporate bankruptcy predicti…Banking's Final Exam: Stress Testing and Bank-Capital Reform (2017)Banking's Final Exam: Stress …Forecasting Bank Failure: Base Learners, Ensembles and Hybrid Ensembles (2016)Forecasting Bank Failure: Bas…Who Should Pay for Credit Ratings and How? (2015)Who Should Pay for Credit Rat…Credit ratings failures and policy options (2010)Credit ratings failures and p…Bank failure prediction models: for the developing and developed countries (2010)Bank failure prediction model…GenSo-EWS: a novel neural-fuzzy based early warning system for predicting bank failures (2004)GenSo-EWS: a novel neural-fuz…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Machine learning in accounting and finance research: a literature review (2024)Machine learning in accountin…Bank predictions for prospective long-term deposit investors using machine learning LightGBM and SMOTE (2021)Bank predictions for prospect…A MULTIVARIATE STATISTICAL ANALYSIS OF THE CHARACTERISTICS OF PROBLEM BANKS (1975)Early warning of bank failure (1977)An application of the cox proportional hazards model to bank failure (1986)Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)A comparative survey of artificial intelligence applications in finance: artificial neural networks, expert system and hybrid intelligent systems (2010)Natural Language Processing in Accounting, Auditing and Finance: A Synthesis of the Literature with a Roadmap for Future Research (2016)Economics, Organization and Management. (1993)Financial Contagion (2000)Deciphering the Liquidity and Credit Crunch 2007–2008 (2009)Have Rating Agencies Become More Conservative? Implications for Capital Structure and Debt Pricing (2014)The failure of models that predict failure: Distance, incentives, and defaults (2014)PREDICTION OF BANK FAILURES (1970)A novel approach for panel data: An ensemble of weighted functional margin SVM models (2019)Ensemble Model of the Financial Distress Prediction in Visegrad Group Countries (2021)Applications of artificial intelligence and machine learning in the financial services industry: A bibliometric review (2023)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)A Survey of Corporate Governance (1997)Predicting Corporate Bankruptcy: An Evaluation of Alternative Statistical Frameworks (2016)Brand Capital and Stock Price Crash Risk (2021)Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering (2022)Financial Ratios As Predictors of Failure (1966)Partner selection in sustainable supply chains: A fuzzy ensemble learning model (2020)Bank efficiency and failure prediction: a nonparametric and dynamic model based on data envelopment analysis (2022)Benchmarking Methodology of Banks Based on Financial Sustainability Using CRITIC and RAFSI Techniques (2023)The Application of Electronic Computers to Factor Analysis (1960)Hybrid Harmony Search–Artificial Intelligence Models in Credit Scoring (2020)Predicting Credit Ratings using Deep Learning Models – An Analysis of the Indian IT Industry (2022)Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information (1976)Rating Banks: Risk and Uncertainty in an Opaque Industry (2002)The Market for News (2005)The Economics of Credit Rating Agencies (2017)Two-Sided Reputation in Certification Markets (2017)Does conflict of interest distort global university rankings? (2022)The Pricing of Options and Corporate Liabilities (1973)Common risk factors in the returns on stocks and bonds (1993)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)Proposing a Multidimensional Bankruptcy Prediction Model: An Approach for Sustainable Islamic Banking (2020)Designing topological data to forecast bankruptcy using convolutional neural networks (2022)The consumer price index prediction using machine learning approaches: Evidence from the United States (2023)
this work references cited by second hop

References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 2017Corporate bankruptcy prediction: a high dimensional analysis221 cited
  • 2010Credit ratings failures and policy options159 cited
  • 2004GenSo-EWS: a novel neural-fuzzy based early warning system for predicting bank failures134 cited
  • 2015Who Should Pay for Credit Ratings and How?76 cited
  • 2016Forecasting Bank Failure: Base Learners, Ensembles and Hybrid Ensembles57 cited
  • 2018Financial distress prediction of Islamic banks using tree-based stochastic techniques54 cited
  • 2018Forecast bankruptcy using a blend of clustering and MARS model: case of US banks28 cited
  • 2017The human-like intelligence with bio-inspired computing approach for credit ratings prediction25 cited
  • 2018Non-performing assets (NPAs) and its determinants: a study of Indian public sector banks24 cited
  • 2017Banking's Final Exam: Stress Testing and Bank-Capital Reform23 cited
  • 2010Bank failure prediction models: for the developing and developed countries21 cited

Cited by

  • 2024Machine learning in accounting and finance research: a literature review34 cited
  • 2021Bank predictions for prospective long-term deposit investors using machine learning LightGBM and SMOTE

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

8 cited