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Modified support vector machines in financial time series forecasting · Study

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ArticleModified support vector machines in financial time series forecasting

Francis E. H. Tay2002

Article2002

Modified support vector machines in financial time series forecasting

Francis E. H. Tay · Leilei Cao

372 citations·0/0 files stored·Neurocomputing

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Stock Market Forecasting Methods Forecasting Techniques and Applications Machine Learning and ELM

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References

1994A Nonparametric Approach to Pricing and Hedging Derivative Securities Via Learning Networks 1990Stock market prediction system with modular neural networks 1996Introduction to financial forecasting

Cited by

2015Time series forecasting for nonlinear and non-stationary processes: a review and comparative study 2010SVR with hybrid chaotic genetic algorithms for tourism demand forecasting 2014Online portfolio selection 2014Empirical analysis: stock market prediction via extreme learning machine 2010Housing price forecasting based on genetic algorithm and support vector machine 2005The evaluation of consumer loans using support vector machines 2011A novel text mining approach to financial time series forecasting 2015A novel hybrid model using teaching–learning-based optimization and a support vector machine for commodity futures index forecasting

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Year2002

Typearticle

Published2002-10-01

VenueNeurocomputing

ISSN-L0925-2312

Languageen

Citations372

Files0 public / 0

ShelfStock Market Forecasting Methods

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doi10.1016/s0925-2312(01)00676-2

openalex_workW2033486907

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