16 citations · 17 across the 3 of their papers we have counts for
3 papers
Automatic Clustering with Single Optimal Solution
K. Karteeka Pavan, Allam Appa Rao, A. V. Dattatreya Rao
Determining optimal number of clusters in a dataset is a challenging task. Though some methods are available, there is no algorithm that produces unique clustering solution. The pa…
Robust seed selection algorithm for k-means type algorithms
K. Karteeka Pavan, Allam Appa Rao, A. V. Dattatreya Rao +1
Selection of initial seeds greatly affects the quality of the clusters and in k-means type algorithms. Most of the seed selection methods result different results in different inde…
An Automatic Clustering Technique for Optimal Clusters
K. Karteeka Pavan, Allam Appa Rao, A. V. Dattatreya Rao
This paper proposes a simple, automatic and efficient clustering algorithm, namely, Automatic Merging for Optimal Clusters (AMOC) which aims to generate nearly optimal clusters for…