74 citations · 96 across the 3 of their papers we have counts for
3 papers
cs.IR2010★ 74 cited
Clustering Time Series Data Stream - A Literature Survey
V. Kavitha, M. Punithavalli
Mining Time Series data has a tremendous growth of interest in today's world. To provide an indication various implementations are studied and summarized to identify the different…
cs.IR2010★ 3 cited
Document Clustering using Sequential Information Bottleneck Method
P. J. Gayathri, S. C. Punitha, M. Punithavalli
This paper illustrates the Principal Direction Divisive Partitioning (PDDP) algorithm and describes its drawbacks and introduces a combinatorial framework of the Principal Directio…
cs.LG2010★ 19 cited
An Analytical Study on Behavior of Clusters Using K Means, EM and K* Means Algorithm
G. Nathiya, S. C. Punitha, M. Punithavalli
Clustering is an unsupervised learning method that constitutes a cornerstone of an intelligent data analysis process. It is used for the exploration of inter-relationships among a…