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https://link.springer.com/chapter/10.1007%2FBFb0020283
Jun 09, 2005 · Abstract. Support Vector Machines are used for time series prediction and compared to radial basis function networks. We make use of two different cost functions for Support Vectors: training with (i) an e insensitive loss and (ii) Huber's robust loss function and discuss how to choose the regularization parameters in these models.Cited by: 1120
https://www.researchgate.net/publication/225118046_Predicting_Time_Series_with_Support_Vector_Machines
Support Vector Machines are used for time series prediction and compared to radial basis function networks. We make use of two different cost functions for Support Vectors: training with (i) an e ...
http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.8660
Abstract. Support Vector Machines are used for time series prediction and compared to radial basis function networks. We make use of two different cost functions for Support Vectors: training with (i) an ffl insensitive loss and (ii) Huber's robust loss function and discuss how to choose the regularization parameters in these models.
https://koreauniv.pure.elsevier.com/en/publications/predicting-time-series-with-support-vector-machines
Support Vector Machines are used for time series prediction and compared to radial basis function networks. We make use of two different cost functions for Support Vectors: training with (i) an ε insensitive loss and (ii) Huber's robust loss function and discuss how to choose the regularization parameters in these models.Cited by: 1120
https://www.sciencedirect.com/science/article/pii/S0169743903001114
Nov 28, 2003 · The goal of this paper is to use a support vector machine (SVM) for the task of time series prediction. SVM is a relatively new nonlinear technique in the field of chemometrics and it has been shown to perform well for classification tasks , regression and time series prediction .Cited by: 427
https://stats.stackexchange.com/questions/116297/predicting-time-series-with-support-vector-machine-using-r
I am planning to do time series prediction using support vector Machine. I could not find any materials about time series application of support vector machines using R or Mat-lab. Similar question was asked earlier but no answer.It would be great if anybody …
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