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ℓ (p)-Norm Multikernel Learning Approach for Stock Market Price Forecasting

Linear multiple kernel learning model has been used for predicting financial time series. However, ℓ (1)-norm multiple support vector regression is rarely observed to outperform trivial baselines in practical applications. To allow for robust kernel mixtures that generalize well, we adopt ℓ (p)-norm...

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Detalles Bibliográficos
Autores principales: Shao, Xigao, Wu, Kun, Liao, Bifeng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3544264/
https://www.ncbi.nlm.nih.gov/pubmed/23365561
http://dx.doi.org/10.1155/2012/601296