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A Survey on Clustering Methods in Data Mining
| International Journal of Computer Applications |
| Foundation of Computer Science (FCS), NY, USA |
| Volume 159 - Number 2 |
| Year of Publication: 2017 |
| Authors: Bhagyashree Pathak, Niranjan Lal |
10.5120/ijca2017912747
|
Bhagyashree Pathak, Niranjan Lal . A Survey on Clustering Methods in Data Mining. International Journal of Computer Applications. 159, 2 ( Feb 2017), 6-11. DOI=10.5120/ijca2017912747
Abstract
With increasing amount of data in information industry, there may be an immense amount from claiming information accessible in the majority of the business data. This information will be of no utilization until it is changed over under suitable data. It found important to examine this immense amount of data and withdrawal meaningful knowledge from it. Data mining is an important methodology in withdrawal of meaningful knowledge from large cluster of data. Clustering is included in the tasks of data mining. Clustering is one of the task in which making a group of physical objects into classes of similar objects. In this review paper, we give a study of various clustering methods in data mining for information retrieval and other purposes. We will describe fundamental study of clustering and will analyze each methodology by doing comparative study in table format and examine the clustering algorithms for heterogeneous data.
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