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EOPTICS “Enhancement Ordering Points to Identify the Clustering Structure”
(International Journal of Computer Applications, 244 5 th Avenue,# 1526, New York, NY 10001, USA India, 2012)
Grouping a set of physical or abstract objects into classes of similar objects is a process of clustering. Clustering is very important technique in statistical data analysis. Among the clustering methods, density-based ...
Avoiding objects with few neighbors in the K-Means process and adding ROCK Links to its distance
(International Journal of Computer Applications, 244 5 th Avenue,# 1526, New York, NY 10001, USA India, 2011)
K-means is considered as one of the most common and powerful algorithms in data clustering, in this paper we're going to present new techniques to solve two problems in the K-means traditional clustering algorithm, the 1st ...