articleTop 1% cited
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 Patel(Nirma University)Sahil Shah(Nirma University)Priyank Thakkar✉(Nirma University)Ketan Kotecha(Nirma University)
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
Citations
1,061
FWCI
32.85
field-weighted impact
References
35
Percentile
100%
vs. same field & year
Citations per year
Cited by
A systematic review of stock market prediction using machine learning and statistical techniques
Materials Today Proceedings · 2021 · 184 citations
References
Predicting direction of stock price index movement using artificial neural networks and support vector machines: The sample of the Istanbul Stock Exchange
Expert Systems with Applications · 2010 · 851 citations
Financial time series forecasting using support vector machines
Neurocomputing · 2003 · 1,691 citations
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
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
