one-step ahead prediction

ML
2000
ACM

103views Machine Learning» more ML 2000»

Nonparametric Time Series Prediction Through Adaptive Model Selection

14 years 7 days ago

We consider the problem of one-step ahead prediction for time series generated by an underlying stationary stochastic process obeying the condition of absolute regularity, describi...

Ron Meir

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ICANN
2009
Springer

141views Neural Networks» more ICANN 2009»

Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction

14 years 7 months ago

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Abstract. In this paper, we investigate the application of adaptive ensemble models of Extreme Learning Machines (ELMs) to the problem of one-step ahead prediction in (non)stationa...

Mark van Heeswijk, Yoan Miche, Tiina Lindh-Knuutil...

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