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An Intelligent Fusion Model with Portfolio Selection and Machine Learning for Stock Market Prediction
16 references·0 citing·48 second hop
An Intelligent Fusion Model with Portfolio Selection and Machine Learning for Stock Market Prediction (2022)An Intelligent Fusion Model with Portfoli…Stock Market Analysis: A Review and Taxonomy of Prediction Techniques (2019)Stock Market Analysis: A Revi…Literature review: Machine learning techniques applied to financial market prediction (2019)Literature review: Machine le…A systematic review of fundamental and technical analysis of stock market predictions (2019)A systematic review of fundam…NSE Stock Market Prediction Using Deep-Learning Models (2018)NSE Stock Market Prediction U…Deep learning with long short-term memory networks for financial market predictions (2017)Deep learning with long short…Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Deep learning networks for st…Evaluating multiple classifiers for stock price direction prediction (2015)Evaluating multiple classifie…Investor sentiment and stock returns: Some international evidence (2009)Investor sentiment and stock …From Efficient Markets Theory to Behavioral Finance (2003)From Efficient Markets Theory…The End of Behavioral Finance (1999)The End of Behavioral FinanceMean-Absolute Deviation Portfolio Optimization Model and Its Applications to Tokyo Stock Market (1991)Mean-Absolute Deviation Portf…Some anomalous evidence regarding market efficiency (1978)Some anomalous evidence regar…Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case (1969)Lifetime Portfolio Selection …Random Walks in Stock Market Prices (1965)Random Walks in Stock Market …Safety First and the Holding of Assets (1952)Safety First and the Holding …PORTFOLIO SELECTION* (1952)PORTFOLIO SELECTION*Noise Trader Risk in Financial Markets (1990)Law and Finance (1998)Unit root tests in panel data: asymptotic and finite-sample properties (2002)When Does Investor Sentiment Predict Stock Returns? 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(2007)CNNpred: CNN-based stock market prediction using a diverse set of variables (2019)Applications of deep learning in stock market prediction: Recent progress (2021)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)On Persistence in Mutual Fund Performance (1997)A Comparison of ARIMA and LSTM in Forecasting Time Series (2018)The Performance of LSTM and BiLSTM in Forecasting Time Series (2019)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Judgment under Uncertainty: Heuristics and Biases (1974)Prospect Theory: An Analysis of Decision under Risk (1979)Prospect theory: An analysis of decision under risk (1988)Market stress and herding (2004)WHAT DO WE KNOW ABOUT THE PROFITABILITY OF TECHNICAL ANALYSIS? (2007)Machine learning techniques and data for stock market forecasting: A literature review (2022)Dividend Policy, Growth, and the Valuation of Shares (1961)The Structure of Scientific Revolutions (1963)A critique of the asset pricing theory's tests Part I: On past and potential testability of the theory (1977)The Noise Trader Approach to Finance (1990)Consumer Reaction to Measures of Poor Quality: Evidence from the Mutual Fund Industry (1992)Inefficient Markets (2000)On the Measurement of Poverty (1987)An Engine, Not a Camera (2006)Bank activity and funding strategies: The impact on risk and returns☆ (2010)Middle‐Status Conformity: Theoretical Restatement and Empirical Demonstration in Two Markets (2001)Text mining for market prediction: A systematic review (2014)Conditional value-at-risk for general loss distributions (2002)Optimal Versus Naive Diversification: How Inefficient is the 1/ N Portfolio Strategy? 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References

  • 1952PORTFOLIO SELECTION*13,480 cited
  • 1969Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case5,199 cited
  • 2017Deep learning with long short-term memory networks for financial market predictions2,827 cited
  • 1952Safety First and the Holding of Assets2,537 cited
  • 2003From Efficient Markets Theory to Behavioral Finance1,825 cited
  • 1991Mean-Absolute Deviation Portfolio Optimization Model and Its Applications to Tokyo Stock Market1,516 cited
  • 1978Some anomalous evidence regarding market efficiency1,419 cited
  • 1965Random Walks in Stock Market Prices893 cited
  • 2009Investor sentiment and stock returns: Some international evidence880 cited
  • 2017Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies833 cited
  • 2018NSE Stock Market Prediction Using Deep-Learning Models615 cited
  • 2015Evaluating multiple classifiers for stock price direction prediction597 cited
  • 2019Literature review: Machine learning techniques applied to financial market prediction560 cited
  • 2019A systematic review of fundamental and technical analysis of stock market predictions545 cited
  • 1999The End of Behavioral Finance

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485 cited
  • 2019Stock Market Analysis: A Review and Taxonomy of Prediction Techniques465 cited
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