Abstract Over the decade, a number of attempts have been made towards data stream clustering, but most works fall under clustering by example approach. There are applications where variable approach is required which involves multiple streams as opposed to examples in stream. Furthermore, few presented for and these applicable numeric only. Hence, this research gap has motivated current work. I...