Performance Analysis of Different Clustering Algorithm
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 1
Abstract
Abstract: Clustering is the process of grouping objects into clusters such that the objects from the sameclusters are similar and objects from different clusters are dissimilar. The relationship is often expressed assimilarity or dissimilarity measurement and is calculated through distance function. some of the outlierdetection techniques are distance based outlier detection distribution based outlier detection density basedoutlier detection and depth based outlier detection The goal of this paper is the detection of outliers with highaccuracy and time efficiency. The methodology discussed here is able to save a large amount of time byselecting a small subset of suspicious transactions for manual inspection which includes most of the erroneoustransactions.
Authors and Affiliations
Naresh Mathur, , Manish Tiwari , Sarika Khandelwal
Keywords
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