An empirical comparison between stochastic and deterministic centroid initialisation for K-Means variations

Avgoustinos Vouros, Stephen Langdell, Mike Croucher +1

K-Means is one of the most used algorithms for data clustering and the usual clustering method for benchmarking. Despite its wide application it is well-known that it suffers from…