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Predicting the future financial performance of Islamic banks: a sentiment analysis approach
16 references·1 citing·44 second hop
Predicting the future financial performance of Islamic banks: a sentiment analysis approach (2023)Predicting the future financial performan…Bankruptcy prediction using imaged financial ratios and convolutional neural networks (2018)Bankruptcy prediction using i…A contemporary survey of islamic banking literature (2017)A contemporary survey of isla…When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks (2011)When Is a Liability Not a Lia…The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach (2010)The Information Content of Fo…Resolution of Banking Crises (2010)Resolution of Banking CrisesAssessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey (2009)Assessing bank efficiency and…Financial reporting complexity and investor underreaction to 10-K information (2008)Financial reporting complexit…Are Investors Influenced By How Earnings Press Releases Are Written? (2008)Are Investors Influenced By H…Annual report readability, current earnings, and earnings persistence (2008)Annual report readability, cu…Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Giving Content to Investor Se…Factors influencing the profitability of domestic and foreign commercial banks in the European Union (2006)Factors influencing the profi…Determinants of Islamic Banking Profitability (2005)Determinants of Islamic Banki…A Comparative Literature Survey of Islamic Finance and Banking (2001)A Comparative Literature Surv…THE INFORMATION CONTENT OF THE PRESIDENT'S LETTER TO SHAREHOLDERS (1996)THE INFORMATION CONTENT OF TH…Earnings Innovations, Earnings Persistence, and Stock Returns (1987)Earnings Innovations, Earning…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)FINANCIAL RATIOS, DISCRIMINAN…Decoding digital signals: AI sentiment and financial performance at İslamic banks (2025)Decoding digital signals: AI …An Empirical Evaluation of Accounting Income Numbers (1968)Do Stock Prices Move Too Much to be Justified by Subsequent Changes in Dividends? (1980)Positive Accounting Theory (1985)Stock Prices, Earnings and Expected Dividends (1988)Evidence that stock prices do not fully reflect the implications of current earnings for future earnings (1990)Capital markets research in accounting (2001)Financial Development and Economic Growth: Views and AgendaFinancial Dependence and Growth (1996)Determinants of Bank Profitability Before and During the Crisis: Evidence from Switzerland (2010)The effects of bank regulations, competition, and financial reforms on banks' performance (2010)The impacts of risk and competition on bank profitability in China (2015)Econometric Analysis of Panel Data (2021)Risk, Return, and Equilibrium: Empirical Tests (1973)Common risk factors in the returns on stocks and bonds (1993)Disappearing dividends: changing firm characteristics or lower propensity to pay? (2001)In Search of Attention (2011)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)Textual Analysis in Accounting and Finance: A Survey (2016)Disclosure level and the cost of equity capital. (1997)Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature (2001)Text as Data (2019)Disclosure processing costs, investors’ information choice, and equity market outcomes: A review (2020)The market pricing of accruals quality (2005)Understanding earnings quality: A review of the proxies, their determinants and their consequences (2010)Fuzzy sets (1965)Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis (1984)An Introduction to Efficiency and Productivity Analysis (2005)Frontiers: Machines vs. Humans: The Impact of Artificial Intelligence Chatbot Disclosure on Customer Purchases (2019)On big data, artificial intelligence and smart cities (2019)The role of artificial intelligence in achieving the Sustainable Development Goals (2020)The General Theory of Employment, Interest and Money. (1936)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)The Framing of Decisions and the Psychology of Choice (1981)The economic implications of corporate financial reporting (2005)The language of US corporate environmental disclosure (2009)Tone Management (2013)The Cross-Section of Expected Stock Returns (1992)On Persistence in Mutual Fund Performance (1997)Textual Analysis of Corporate Disclosures: A Survey of the Literature (2011)The Pollution Premium (2020)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Managerial incentives and risk-taking☆ (2005)How does financial reporting quality relate to investment efficiency? (2009)
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References

  • 1968FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY14,869 cited
  • 2011When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks6,003 cited
  • 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market4,822 cited
  • 2008Annual report readability, current earnings, and earnings persistence2,850 cited
  • 2010The Information Content of Forward‐Looking Statements in Corporate Filings—A Naïve Bayesian Machine Learning Approach1,374 cited
  • 2006Factors influencing the profitability of domestic and foreign commercial banks in the European Union1,010 cited
  • 1987Earnings Innovations, Earnings Persistence, and Stock Returns909 cited
  • 2008Are Investors Influenced By How Earnings Press Releases Are Written?895 cited
  • 2009Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey836 cited
  • 2008Financial reporting complexity and investor underreaction to 10-K information601 cited
  • 2005Determinants of Islamic Banking Profitability588 cited
  • 2001A Comparative Literature Survey of Islamic Finance and Banking482 cited
  • 2010Resolution of Banking Crises453 cited
  • 1996THE INFORMATION CONTENT OF THE PRESIDENT'S LETTER TO SHAREHOLDERS340 cited

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  • 2018Bankruptcy prediction using imaged financial ratios and convolutional neural networks322 cited
  • 2017A contemporary survey of islamic banking literature314 cited
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    • 2025Decoding digital signals: AI sentiment and financial performance at İslamic banks12 cited