Enhanced artificial bee colony-least squares support vector machines algorithm for time series prediction

Over the past decades, the Least Squares Support Vector Machines (LSSVM) has been widely utilized in prediction task of various application domains. Nevertheless, existing literature showed that the capability of LSSVM is highly dependent on the value of its hyper-parameters, namely regularization p...

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Détails bibliographiques
Auteur principal: Zuriani, Mustaffa
Format: Thèse
Langue:anglais
anglais
Publié: 2014
Sujets:
Accès en ligne:https://etd.uum.edu.my/4394/1/s93651.pdf
https://etd.uum.edu.my/4394/2/s93651_abstract.pdf