articleTop 10% cited
Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index
Expert Systems with Applications · 2000 · Vol. 19(2) · pp. 125–132
Kyoung-jae Kim✉(Korea Advanced Institute of Science and Technology)Ingoo Han(Korea Advanced Institute of Science and Technology)
Stock Market Forecasting MethodsNeural Networks and ApplicationsMetaheuristic Optimization Algorithms ResearchDiscretizationCurse of dimensionalityComputer scienceArtificial neural networkGenetic algorithmFeature selectionFeature (linguistics)Artificial intelligenceAlgorithmGradient descent
Funding
- Korea Science and Engineering Foundation
Citations
758
FWCI
6.05
field-weighted impact
References
44
Percentile
97%
vs. same field & year
Citations per year
Cited by
Financial time series forecasting model based on CEEMDAN and LSTM
Physica A Statistical Mechanics and its Applications · 2018 · 673 citations
Support vector regression with chaos-based firefly algorithm for stock market price forecasting
Applied Soft Computing · 2012 · 459 citations
Financial time series forecasting using support vector machines
Neurocomputing · 2003 · 1,691 citations
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
References
Genetic algorithms in search, optimization, and machine learning
Choice Reviews Online · 1989 · 49,283 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.
