N Chapados, Y Bengio. Augmented Functional Time Series Representation and Forecasting with Gaussian Processes. Advances in Neural Information Processing Systems, 2007. J Wang, D Fleet, A Hertzmann . Gaussian Process Dynamical Models. Advances in Neural Information Processing Systems, 2006. S Brahim-Belhouari, A Bermak. Gaussian process for nonstationary time series prediction. Computational Statistics and Data Analysis, 2004. Y Zhou, T Zhang, X Li. Predicting Nonstationary Time Series with Multi-scale Gaussian Processes Model. Lecture Notes in Computer Science, 2006. Y Zhou, T Zhang, X Li. Prediction of Chaotic Time Series Based on Multi-scale Gaussian Processes. Lecture Notes in Computer Science, 2006. G Rubio, H Pomares, LJ Herrera, I Rojas. Kernel Methods Applied to Time Series Forecasting. Lecture Notes in Computer Science, 2007.