Pawel Netzel, Tomasz Stepinski, On Using a Clustering Approach for Global Climate Classification, Journal of Climate, Vol. 29, No. 9 (1 May 2016), pp. 3387-3401 ...

Clustering and classification represent the opportunity to apply categorical reasoning to vast data contexts we would otherwise find overwhelming.

The study of clustering and classification of uncertain data addresses the challenges posed by imprecise, noisy, or inherently probabilistic measurements common in many modern data acquisition ...

The model based on Gaussian process (GP) prior and a kernel covariance function can be used to fit nonlinear data with multidimensional covariates. It has been used as a flexible nonparametric ...