Our Data Science Lab guru explains how to implement the k-means technique for data clustering, or cluster analysis, which is the process of grouping data items so that similar items belong to the same ...

The new clustering method consists of two stages: fitting the functional data by B-splines and partitioning the estimated model coefficients using a k-means algorithm. Strong consistency of the ...

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 ...