ABSTRACT

Cluster analysis is an unsupervised data analysis method which aims to find subsets of homogeneous observations among the observations in the data being analyzed. For the setting we consider in this book, the basic data structure is typically a matrix, given in (2.1), with N variables (or features, the rows of the matrix) and M observations (or conditions, samples, the columns of the matrix).