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Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques

Expert Systems with Applications · 2014 · Vol. 42(1) · pp. 259–268
Jigar PatelSahil ShahPriyank ThakkarKetan Kotecha
Stock Market Forecasting MethodsEnergy Load and Power ForecastingForecasting Techniques and ApplicationsComputer scienceNaive Bayes classifierRandom forestSupport vector machineStock market indexStock exchangeStock (firearms)Technical analysisArtificial neural networkEconometrics
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References
EFFICIENT CAPITAL MARKETS: A REVIEW OF THEORY AND EMPIRICAL WORK*
The Journal of Finance · 1970 · 15,646 citations
Data mining: concepts and techniques
Choice Reviews Online · 2012 · 28,852 citations
An overview of statistical learning theory
IEEE Transactions on Neural Networks · 1999 · 6,176 citations
Induction of Decision Trees
Machine Learning · 1986 · 14,589 citations
Classification and regression trees
European Journal of Operational Research · 1985 · 10,158 citations
Classification and Regression Trees.
Journal of the American Statistical Association · 1986 · 21,013 citations
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