SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Application of Artificial Intelligence in Stock Market Forecasting: A Critique, Review, and Research Agenda
16 references·6 citing·40 second hop
Application of Artificial Intelligence in Stock Market Forecasting: A Critique, Review, and Research Agenda (2021)Application of Artificial Intelligence in…Financial markets under the global pandemic of COVID-19 (2020)Financial markets under the g…Stock price prediction using LSTM, RNN and CNN-sliding window model (2017)Stock price prediction using …bibliometrix : An R-tool for comprehensive science mapping analysis (2017)bibliometrix : An R-tool for …Using artificial neural network models in stock market index prediction (2011)Using artificial neural netwo…Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange (2010)Predicting direction of stock…Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred reporting items for…Surveying stock market forecasting techniques – Part II: Soft computing methods (2008)Surveying stock market foreca…More Than Words: Quantifying Language to Measure Firms' Fundamentals (2008)More Than Words: Quantifying …Giving Content to Investor Sentiment: The Role of Media in the Stock Market (2007)Giving Content to Investor Se…An index to quantify an individual's scientific research output (2005)An index to quantify an indiv…Forecasting stock market movement direction with support vector machine (2004)Forecasting stock market move…A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A hybrid ARIMA and support ve…Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review (2003)Towards a Methodology for Dev…Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index (2000)Genetic algorithms approach t…Predictable Risk and Returns in Emerging Markets (1995)Predictable Risk and Returns …Efficient Capital Markets: A Review of Theory and Empirical Work (1970)Efficient Capital Markets: A …Navigating AI-Driven Financial Forecasting: A Systematic Review of Current Status and Critical Research Gaps (2025)Navigating AI-Driven Financia…Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies (2025)Deep learning for algorithmic…The Rise of Artificial Intelligence and Emerging Ethical and Social Concerns (2024)The Rise of Artificial Intell…Artificial intelligence techniques in financial trading: A systematic literature review (2024)Artificial intelligence techn…Volatility Spillovers and Contagion During Major Crises: An Early Warning Approach Based on a Deep Learning Model (2023)Volatility Spillovers and Con…A Hybrid Data Analytics Framework with Sentiment Convergence and Multi-Feature Fusion for Stock Trend Prediction (2022)A Hybrid Data Analytics Frame…The Cross-Section of Expected Stock Returns (1992)Application of support vector machines in financial time series forecasting (2001)Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques (2014)A deep learning framework for financial time series using stacked autoencoders and long-short term memory (2017)Primary, Secondary, and Meta-Analysis of Research (1976)The New production of knowledge: the dynamics of science and research in contemporary societies (1995)Re-Thinking Science: Knowledge and the Public in an Age of Uncertainty (2003)Literature review as a research methodology: An overview and guidelines (2019)How to conduct a bibliometric analysis: An overview and guidelines (2021)The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) Statement: Guidelines for Reporting Observational Studies (2007)The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration (2009)The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration (2009)PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Bibliometric Methods in Management and Organization (2014)Conducting systematic literature reviews and bibliometric analyses (2019)Software tools for conducting bibliometric analysis in science: An up-to-date review (2020)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)25 years of time series forecasting (2006)NSE Stock Market Prediction Using Deep-Learning Models (2018)Stock Closing Price Prediction using Machine Learning Techniques (2020)Applications of deep learning in stock market prediction: Recent progress (2021)Common risk factors in the returns on stocks and bonds (1993)On Persistence in Mutual Fund Performance (1997)Media Coverage and the Cross‐section of Stock Returns (2009)The Sum of All FEARS Investor Sentiment and Asset Prices (2014)Textual Analysis in Accounting and Finance: A Survey (2016)The General Theory of Employment, Interest and Money. (1936)Investigating Causal Relations by Econometric Models and Cross-spectral Methods (1969)In Search of Attention (2011)Bibliometrics: The Leiden Manifesto for research metrics (2015)The bibliometric analysis of scholarly production: How great is the impact? (2015)Economic impact of government interventions during the COVID-19 pandemic: International evidence from financial markets (2020)Financial contagion during COVID–19 crisis (2020)Stock markets’ reaction to COVID-19: Cases or fatalities? (2020)ON THE PRICING OF CORPORATE DEBT: THE RISK STRUCTURE OF INTEREST RATES* (1974)Theory of the firm: Managerial behavior, agency costs and ownership structure (1976)Users of the world, unite! The challenges and opportunities of Social Media (2009)
this work references cited by second hop

References

  • 2009Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement83,813 cited
  • 2017bibliometrix : An R-tool for comprehensive science mapping analysis16,195 cited
  • 2003Towards a Methodology for Developing Evidence‐Informed Management Knowledge by Means of Systematic Review15,354 cited
  • 1970Efficient Capital Markets: A Review of Theory and Empirical Work13,616 cited
  • 2005An index to quantify an individual's scientific research output11,612 cited
  • 2007Giving Content to Investor Sentiment: The Role of Media in the Stock Market4,822 cited
  • 2020Financial markets under the global pandemic of COVID-192,349 cited
  • 2008More Than Words: Quantifying Language to Measure Firms' Fundamentals2,310 cited
  • 2004Forecasting stock market movement direction with support vector machine1,119 cited
  • 2017Stock price prediction using LSTM, RNN and CNN-sliding window model1,096 cited
  • 2004A hybrid ARIMA and support vector machines model in stock price forecasting1,000 cited
  • 1995Predictable Risk and Returns in Emerging Markets982 cited
  • 2010Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange880 cited
  • 2008Surveying stock market forecasting techniques – Part II: Soft computing methods

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

841 cited
  • 2011Using artificial neural network models in stock market index prediction787 cited
  • 2000Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index758 cited
  • Cited by

    • 2024Artificial intelligence techniques in financial trading: A systematic literature review73 cited
    • 2022A Hybrid Data Analytics Framework with Sentiment Convergence and Multi-Feature Fusion for Stock Trend Prediction43 cited
    • 2025Deep learning for algorithmic trading: A systematic review of predictive models and optimization strategies39 cited
    • 2025Navigating AI-Driven Financial Forecasting: A Systematic Review of Current Status and Critical Research Gaps33 cited
    • 2023Volatility Spillovers and Contagion During Major Crises: An Early Warning Approach Based on a Deep Learning Model29 cited
    • 2024The Rise of Artificial Intelligence and Emerging Ethical and Social Concerns16 cited