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

Multi-target regression and predictive clustering techniques constitute a rapidly evolving area within the field of machine learning. In multi-target regression, models are designed to predict a ...

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 ...

Comparing regression coefficients between models when one model is nested within another is of great practical interest when two explanations of a given phenomenon are specified as linear models. The ...