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Stock Market Prediction Techniques: A Review Paper
16 references·0 citing·48 second hop
Stock Market Prediction Techniques: A Review Paper (2021)Stock Market Prediction Techniques: A Rev…Stock market prediction using machine learning classifiers and social media, news (2020)Stock market prediction using…Predicting Stock Market Price Movement Using Sentiment Analysis: Evidence From Ghana (2020)Predicting Stock Market Price…A comprehensive evaluation of ensemble learning for stock-market prediction (2020)A comprehensive evaluation of…Stock Market Forecasting using Machine Learning: Today and Tomorrow (2019)Stock Market Forecasting usin…Indian stock market prediction using artificial neural networks on tick data (2019)Indian stock market predictio…Efficacy of News Sentiment for Stock Market Prediction (2019)Efficacy of News Sentiment fo…Stock Market Prediction Using Machine Learning (2018)Stock Market Prediction Using…Stock Market Prediction on High-Frequency Data Using Generative Adversarial Nets (2018)Stock Market Prediction on Hi…Stock Market Prediction based on Social Sentiments using Machine Learning (2018)Stock Market Prediction based…NSE Stock Market Prediction Using Deep-Learning Models (2018)NSE Stock Market Prediction U…Financial news predicts stock market volatility better than close price (2018)Financial news predicts stock…Sentiment analysis of Twitter data for predicting stock market movements (2016)Sentiment analysis of Twitter…Prediction Models for Indian Stock Market (2016)Prediction Models for Indian …A Machine Learning Model for Stock Market Prediction (2014)A Machine Learning Model for …Exploiting Topic based Twitter Sentiment for Stock Prediction (2013)Exploiting Topic based Twitte…Technical Analysis: Power Tools for Active Investors (2005)Technical Analysis: Power Too…Textual analysis of stock market prediction using breaking financial news (2009)Twitter mood predicts the stock market (2011)Correlating financial time series with micro-blogging activity (2012)Deep learning for event-driven stock prediction (2015)Sentiment analysis on social media for stock movement prediction (2015)Stock Movement Prediction from Tweets and Historical Prices (2018)The Behavior of Stock-Market Prices (1965)Predicting the Future with Social Media (2010)Stock Market Analysis: A Review and Taxonomy of Prediction Techniques (2019)A Comprehensive Comparative Study of Artificial Neural Network (ANN) and Support Vector Machines (SVM) on Stock Forecasting (2021)PORTFOLIO SELECTION* (1952)“Options, Futures, and Other Derivatives” (2016)Forecasting stock market movements using Google Trend searches (2019)Novel hybrid model based on echo state neural network applied to the prediction of stock price return volatility (2021)AI integration in financial services: a systematic review of trends and regulatory challenges (2025)Financial time series forecasting using support vector machines (2003)Forecasting stock market movement direction with support vector machine (2004)Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange (2010)A systematic review of fundamental and technical analysis of stock market predictions (2019)Applications of deep learning in stock market prediction: Recent progress (2021)Generación de series de tiempo financieras sintéticas para "data augmentation" usando redes neuronales generativas adversarias (GAN) (2021)Forecasting with artificial neural networks: (1998)Time series forecasting using a hybrid ARIMA and neural network model (2003)Stock price prediction using LSTM, RNN and CNN-sliding window model (2017)Stock price prediction using deep learning and frequency decomposition (2020)Using artificial neural network models in stock market index prediction (2011)A Bayesian regularized artificial neural network for stock market forecasting (2013)The applications of artificial neural networks, support vector machines, and long–short term memory for stock market prediction (2021)Machine learning techniques and data for stock market forecasting: A literature review (2022)Wholesale price forecasts of green grams using the neural network (2024)Stock market prediction using machine learning techniques (2016)Evaluation of bidirectional LSTM for short-and long-term stock market prediction (2018)RETRACTED ARTICLE: Stock market analysis using candlestick regression and market trend prediction (CKRM) (2020)A comprehensive review on multiple hybrid deep learning approaches for stock prediction (2022)Predicting stock market using machine learning: best and accurate way to know future stock prices (2023)Investor sentiment and the near-term stock market (2003)News impact on stock price return via sentiment analysis (2014)Forecasting daily stock market return using dimensionality reduction (2016)Stock Market Prediction Using Machine Learning Techniques: A Decade Survey on Methodologies, Recent Developments, and Future Directions (2021)An Overview of Machine Learning, Deep Learning, and Reinforcement Learning-Based Techniques in Quantitative Finance: Recent Progress and Challenges (2023)Forecasting Stock Market Prices Using Machine Learning and Deep Learning Models: A Systematic Review, Performance Analysis and Discussion of Implications (2023)Evaluating multiple classifiers for stock price direction prediction (2015)Deep neural networks, gradient-boosted trees, random forests: Statistical arbitrage on the S&P 500 (2016)Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Survey of feature selection and extraction techniques for stock market prediction (2023)Predicting bitcoin returns using high-dimensional technical indicators (2018)Predicting the direction of stock market prices using tree-based classifiers (2018)Forecasting directional movement of Forex data using LSTM with technical and macroeconomic indicators (2021)
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References

  • 2018NSE Stock Market Prediction Using Deep-Learning Models629 cited
  • 2016Sentiment analysis of Twitter data for predicting stock market movements499 cited
  • 2020Stock market prediction using machine learning classifiers and social media, news364 cited
  • 2020A comprehensive evaluation of ensemble learning for stock-market prediction364 cited
  • 2019Indian stock market prediction using artificial neural networks on tick data271 cited
  • 2018Stock Market Prediction on High-Frequency Data Using Generative Adversarial Nets262 cited
  • 2013Exploiting Topic based Twitter Sentiment for Stock Prediction210 cited
  • 2005Technical Analysis: Power Tools for Active Investors200 cited
  • 2018Stock Market Prediction Using Machine Learning182 cited
  • 2018Financial news predicts stock market volatility better than close price166 cited
  • 2016Prediction Models for Indian Stock Market161 cited
  • 2014A Machine Learning Model for Stock Market Prediction132 cited
  • 2020Predicting Stock Market Price Movement Using Sentiment Analysis: Evidence From Ghana78 cited
  • 2019Stock Market Forecasting using Machine Learning: Today and Tomorrow61 cited
  • 2018Stock Market Prediction based on Social Sentiments using Machine Learning

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  • 2019Efficacy of News Sentiment for Stock Market Prediction50 cited
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