articleTop 10% cited
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 · Vol. 38(5) · pp. 5311–5319
Yakup Kara(Selçuk University)Melek Acar Boyacıoğlu✉(Selçuk University)Ömer Kaan Baykan(Selçuk University)
Stock Market Forecasting MethodsTime Series Analysis and ForecastingComplex Systems and Time Series AnalysisSupport vector machineStock exchangeArtificial neural networkComputer scienceEconometricsArtificial intelligenceStock marketStock market indexMachine learningStock (firearms)
Citations
851
FWCI
14.59
field-weighted impact
References
44
Percentile
99%
vs. same field & year
Citations per year
Cited by
Machine learning techniques and methodology analysis for stock market price prediction
International Journal of Computing and Artificial Intelligence · 2022 · 1 citations
Deep learning networks for stock market analysis and prediction: Methodology, data representations, and case studies
Expert Systems with Applications · 2017 · 807 citations
Predicting stock and stock price index movement using Trend Deterministic Data Preparation and machine learning techniques
Expert Systems with Applications · 2014 · 1,061 citations
Applications of deep learning in stock market prediction: Recent progress
Expert Systems with Applications · 2021 · 655 citations
References
Learning representations by back-propagating errors
Nature · 1986 · 30,045 citations
Surveying stock market forecasting techniques – Part II: Soft computing methods
Expert Systems with Applications · 2008 · 820 citations
Financial time series forecasting using support vector machines
Neurocomputing · 2003 · 1,691 citations
Genetic algorithms approach to feature discretization in artificial neural networks for the prediction of stock price index
Expert Systems with Applications · 2000 · 758 citations
Libsvm : A library for support vector machines
Medical Entomology and Zoology · 2008 · 10,114 citations
Citation Network
How this paper connects to the literature. Drag to explore, click any node to open that paper.