Exploració per tema "Multiple kernel learning"
Ara es mostren els items 1-3 de 3
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An evaluation of equity premium prediction using multiple kernel learning with financial features
(2020-08)
Article
Accés obertThis paper introduces and extensively explores a forecasting procedure based on multivariate dynamic kernels to re-examine –under a non-linearframework– the experimental tests reported by Welch and ... -
Averaging of kernel functions
(2012)
Text en actes de congrés
Accés obertIn kernel-based machines, the integration of several kernels to build more flexible learning methods is a promising avenue for research. In particular, in Multiple Kernel Learning a compound kernel is build by learning a ... -
Forecasting financial time series using multiple Kernel Learning
(Universitat Politècnica de Catalunya, 2017-07-05)
Projecte Final de Màster Oficial
Accés obertThis thesis introduces a forecasting procedure based on Multiple Kernel Learning to predict and measure the influence of several economic variables in the process of predicting the equity premium of the S&P 500 Index. ...