Chaotic Time Series Prediction Based on a Novel Robust Echo State Network

Echo State Gaussian Process

(2011) S. P. Chatzis et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Nonlinear ensemble prediction of chaotic daily rainfall

(2010) C.T. Dhanya et al.   ADVANCES IN WATER RESOURCES

A majorization algorithm for simultaneous parameter estimation in robust exploratory factor analysis

(2010) S. Unkel et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Recursive Bayesian Recurrent Neural Networks for Time-Series Modeling

(2010) D.T. Mirikitani et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Chaotic time series prediction with residual analysis method using hybrid Elman–NARX neural networks

(2010) Muhammad Ardalani-Farsa et al.   NEUROCOMPUTING

Time Series Prediction Using Support Vector Machines: A Survey

(2009) Nicholas Sapankevych et al.   IEEE Computational Intelligence Magazine

Bayesian Compressive Sensing Using Laplace Priors

(2009) S.D. Babacan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Robust multivariate L1 principal component analysis and dimensionality reduction

(2008) Junbin Gao et al.   NEUROCOMPUTING

Local prediction of non-linear time series using support vector regression

(2007) K.W. Lau et al.   PATTERN RECOGNITION