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Exploring the effectiveness of deep neural networks with technical analysis applied to stock market prediction
16 references·0 citing·44 second hop
Exploring the effectiveness of deep neural networks with technical analysis applied to stock market prediction (2021)Exploring the effectiveness of deep neura…Temporal Relational Ranking for Stock Prediction (2019)Temporal Relational Ranking f…Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models (2018)Forecasting the volatility of…Stock market's price movement prediction with LSTM neural networks (2017)Stock market's price movement…Text mining for market prediction: A systematic review (2014)Text mining for market predic…Technical analysis: the complete resource for financial market technicians (2011)Technical analysis: the compl…Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm (2008)Forecasting crude oil price w…Derivatives in Financial Markets with Stochastic Volatility (2000)Derivatives in Financial Mark…Technical analysis of the financial markets: a comprehensive guide to trading methods and applications (1999)Technical analysis of the fin…Hierarchical structure in financial markets (1999)Hierarchical structure in fin…The Econometrics of Financial Markets (1997)The Econometrics of Financial…The use of technical analysis in the foreign exchange market (1992)The use of technical analysis…Technological choice, financial markets and economic development (1992)Technological choice, financi…Noise Trader Risk in Financial Markets (1990)Noise Trader Risk in Financia…FINANCIAL MARKETS AND DEVELOPMENT (1989)FINANCIAL MARKETS AND DEVELOP…New Concepts in Technical Trading Systems (1978)New Concepts in Technical Tra…EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK* (1970)EFFICIENT CAPITAL MARKETS: A …The General Theory of Employment, Interest and Money. (1936)The General Theory of Employment, Interest and Money. (1936)Empirical exchange rate models of the seventies (1983)Data‐Snooping, Technical Trading Rule Performance, and the Bootstrap (1999)Official Intervention in the Foreign Exchange Market: Is It Effective and, If So, How Does It Work? (2001)Heterogeneous Agent Models in Economics and Finance (2005)The Behavior of Stock-Market Prices (1965)Continuous Auctions and Insider Trading (1985)The Limits of Arbitrage (1995)Investor Psychology and Security Market Under‐ and Overreactions (1998)Investor Sentiment and the Cross‐Section of Stock Returns (2006)Money and Capital in Economic Development. (1974)Endogenous Technological Change (1989)Endogenous Technological Change (1990)The Determinants of Growth for Small and Medium Sized Firms. The Role of the Availability of External Finance (2002)Risk Sharing and Industrial Specialization: Regional and International Evidence (2003)Banks and innovation: Microeconometric evidence on Italian firms☆ (2008)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)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)Efficient Capital Markets: A Review of Theory and Empirical Work (1970)Financial time series forecasting using support vector machines (2003)CNNpred: CNN-based stock market prediction using a diverse set of variables (2019)A Survey of Forex and Stock Price Prediction Using Deep Learning (2021)Applications of deep learning in stock market prediction: Recent progress (2021)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation (1982)Generalized autoregressive conditional heteroskedasticity (1986)A CNN-LSTM-Based Model to Forecast Stock Prices (2020)Forecasting stock prices with long-short term memory neural network based on attention mechanism (2020)An introduction to statistical finance (2002)Dynamics of implied volatility surfaces (2002)THE MOMENT FORMULA FOR IMPLIED VOLATILITY AT EXTREME STRIKES (2004)Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches (2010)Deep Direct Reinforcement Learning for Financial Signal Representation and Trading (2016)Predicting Stock Market Trends Using Machine Learning and Deep Learning Algorithms Via Continuous and Binary Data; a Comparative Analysis (2020)Random matrix approach to cross correlations in financial data (2002)A tool for filtering information in complex systems (2005)Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Predicting Excess Stock Returns Out of Sample: Can Anything Beat the Historical Average? (2007)Introductory Econometrics for Finance (2008)Market Liquidity and Funding Liquidity (2008)
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References

  • 1970EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK*15,723 cited
  • 1990Noise Trader Risk in Financial Markets6,259 cited
  • 1997The Econometrics of Financial Markets5,007 cited
  • 1999Hierarchical structure in financial markets2,073 cited
  • 1992The use of technical analysis in the foreign exchange market1,071 cited
  • 2017Stock market's price movement prediction with LSTM neural networks943 cited
  • 2000Derivatives in Financial Markets with Stochastic Volatility916 cited
  • 2018Forecasting the volatility of stock price index: A hybrid model integrating LSTM with multiple GARCH-type models786 cited
  • 1999Technical analysis of the financial markets: a comprehensive guide to trading methods and applications771 cited
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  • 2008Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm705 cited
  • 2014Text mining for market prediction: A systematic review616 cited
  • 2019Temporal Relational Ranking for Stock Prediction551 cited
  • 1978New Concepts in Technical Trading Systems461 cited
  • 1989FINANCIAL MARKETS AND DEVELOPMENT327 cited

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  • 2011Technical analysis: the complete resource for financial market technicians321 cited
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