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Localized support vector regression for time series prediction · Study

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ArticleLocalized support vector regression for time series prediction

Haiqin Yang2008

Article2008

Localized support vector regression for time series prediction

Haiqin Yang · Kaizhu Huang · Irwin King · Michael Rung-Tsong Lyu

168 citations·0/0 files stored·Neurocomputing

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Stock Market Forecasting Methods Neural Networks and Applications Machine Learning and ELM

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References

2001Financial time series prediction using least squares support vector machines within the evidence framework 2002Support Vector Machine Regression for Volatile Stock Market Prediction

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2012Iterated time series prediction with multiple support vector regression models 2020The Application of Stock Index Price Prediction with Neural Network 2011Grey relational grade in local support vector regression for financial time series prediction

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2008Handbook on Information Technology in Financebook · 2 shared references 2018Forecasting financial series using clustering methods and support vector regressionarticle · 2 shared references 2012Support vector regression with chaos-based firefly algorithm for stock market price forecastingarticle · 1 shared reference 2015Time series forecasting for nonlinear and non-stationary processes: a review and comparative studyarticle · 1 shared reference 2010A multiple-kernel support vector regression approach for stock market price forecastingarticle · 1 shared reference 2021A systematic review of stock market prediction using machine learning and statistical techniquesreview · 1 shared reference

Details

Year2008

Typearticle

Published2008-11-27

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations168

Files0 public / 0

ShelfStock Market Forecasting Methods

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doi10.1016/j.neucom.2008.09.014

openalex_workW2054337296

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