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Stock price prediction using genetic algorithms and evolution strategies
13 references·3 citing·43 second hop
Stock price prediction using genetic algorithms and evolution strategies (2017)Stock price prediction using genetic algo…Improving Stock Market Prediction by Integrating Both Market News and Stock Prices (2011)Improving Stock Market Predic…Financial health prediction models using artificial neural networks, genetic algorithm and multivariate discriminant analysis: Iranian evidence (2011)Financial health prediction m…Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches (2010)Combining multiple feature se…Cross-correlations between volume change and price change (2009)Cross-correlations between vo…Surveying stock market forecasting techniques – Part II: Soft computing methods (2008)Surveying stock market foreca…Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach (2008)Bankruptcy prediction modelin…An evolution-based approach with modularized evaluations to forecast financial distress (2006)An evolution-based approach w…Stock market prediction using artificial neural networks with optimal feature transformation (2004)Stock market prediction using…A hybrid ARIMA and support vector machines model in stock price forecasting (2004)A hybrid ARIMA and support ve…Financial time series forecasting using support vector machines (2003)Financial time series forecas…Hybrid Intelligent Systems for Stock Market Analysis (2001)Hybrid Intelligent Systems fo…Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index (2000)Genetic algorithms approach t…The Behavior of Stock Prices on Fridays and Mondays (1973)The Behavior of Stock Prices …Stock Market Prediction using Machine Learning: A Systematic Literature Review (2017)Stock Market Prediction using…Prediction of retail prices of products using local competitors (2016)Prediction of retail prices o…Decision support system for investing in stock market by using OAA-Neural Network (2016)Decision support system for i…FINANCIAL RATIOS, DISCRIMINANT ANALYSIS AND THE PREDICTION OF CORPORATE BANKRUPTCY (1968)Financial Ratios and the Probabilistic Prediction of Bankruptcy (1980)Decision support systems and intelligent systems (1997)Fuzzy Support Vector Machine for bankruptcy prediction (2010)A genetic algorithm approach for SMEs bankruptcy prediction: Empirical evidence from Italy (2014)Genetic algorithm-optimized multi-channel convolutional neural network for stock market prediction (2019)Time Series Analysis Forecasting and Control. (1971)Time Series Analysis: Forecasting and Control (1977)Time series forecasting using a hybrid ARIMA and neural network model (2003)A novel hybridization of artificial neural networks and ARIMA models for time series forecasting (2010)Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange (2010)Forecasting stock market movement direction with support vector machine (2004)Using artificial neural network models in stock market index prediction (2011)Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies (2017)Forecasting with artificial neural networks: (1998)Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques (2014)Stock market's price movement prediction with LSTM neural networks (2017)Stock market prediction system with modular neural networks (1990)Technical analysis of stock trends (1997)Technical analysis of the financial markets: a comprehensive guide to trading methods and applications (1999)A hybrid procedure for stock price prediction by integrating self-organizing map and genetic programming (2011)An adaptive network-based fuzzy inference system (ANFIS) for the forecasting: The case of close price indices (2013)Application of Artificial Intelligence in Stock Market Forecasting: A Critique, Review, and Research Agenda (2021)Random Walks in Stock Market Prices (1995)Foundations of Technical Analysis: Computational Algorithms, Statistical Inference, and Empirical Implementation (2000)Predicting short-term stock prices using ensemble methods and online data sources (2018)Evaluation of Tree-Based Ensemble Machine Learning Models in Predicting Stock Price Direction of Movement (2020)Stock market index prediction using deep Transformer model (2022)The Variation of Certain Speculative Prices (1963)Generalized autoregressive conditional heteroskedasticity (1986)The Econometrics of Financial Markets (1997)DCCA cross-correlation coefficient: Quantifying level of cross-correlation (2010)Statistical tests for power-law cross-correlated processes (2011)Multifractal analysis of financial markets: a review (2019)A hybrid model for stock market forecasting and portfolio selection based on ARX, grey system and RS theories (2008)Evolving and clustering fuzzy decision tree for financial time series data forecasting (2008)Financial time series forecasting with machine learning techniques: A survey (2010)Financial time series forecasting model based on CEEMDAN and LSTM (2018)NSE Stock Market Prediction Using Deep-Learning Models (2018)CNNpred: CNN-based stock market prediction using a diverse set of variables (2019)A Further Investigation of the Weekend Effect in Stock Returns (1984)A transaction data study of weekly and intradaily patterns in stock returns (1986)Macroeconomic Factors Do Influence Aggregate Stock Returns (2002)
this work references cited by second hop

References

  • 2003Financial time series forecasting using support vector machines1,734 cited
  • 2004A hybrid ARIMA and support vector machines model in stock price forecasting1,000 cited
  • 2008Surveying stock market forecasting techniques – Part II: Soft computing methods841 cited
  • 1973The Behavior of Stock Prices on Fridays and Mondays826 cited
  • 2000Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index758 cited
  • 2009Cross-correlations between volume change and price change631 cited
  • 2010Combining multiple feature selection methods for stock prediction: Union, intersection, and multi-intersection approaches378 cited
  • 2008Bankruptcy prediction modeling with hybrid case-based reasoning and genetic algorithms approach182 cited
  • 2001Hybrid Intelligent Systems for Stock Market Analysis176 cited
  • 2004Stock market prediction using artificial neural networks with optimal feature transformation115 cited
  • 2011Financial health prediction models using artificial neural networks, genetic algorithm and multivariate discriminant analysis: Iranian evidence86 cited
  • 2011Improving Stock Market Prediction by Integrating Both Market News and Stock Prices53 cited
  • 2006An evolution-based approach with modularized evaluations to forecast financial distress48 cited

Cited by

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2017
Stock Market Prediction using Machine Learning: A Systematic Literature Review
42 cited
  • 2016Decision support system for investing in stock market by using OAA-Neural Network33 cited
  • 2016Prediction of retail prices of products using local competitors13 cited