4 Result(s)
within
Bidyut Kr. Patra
Computation by Abstract Devices
Information Systems Applications (incl. Internet)
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Chapter and Conference Paper
Distance based Incremental Clustering for Mining Clusters of Arbitrary Shapes
Clustering has been recognized as one of the important tasks in data mining. One important class of clustering is distance based method. To reduce the computational and storage burden of the classical clusteri...
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Chapter and Conference Paper
Neighborhood Based Clustering Method for Arbitrary Shaped Clusters
Discovering clusters of arbitrary shape with variable densities is an interesting challenge in many fields of science and technology. There are few clustering methods, which can detect clusters of arbitrary sh...
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Chapter and Conference Paper
NDoT: Nearest Neighbor Distance Based Outlier Detection Technique
In this paper, we propose a nearest neighbor based outlier detection algorithm, NDoT. We introduce a parameter termed as $ Nearest \mb...
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Chapter and Conference Paper
Distance Based Fast Hierarchical Clustering Method for Large Datasets
Average-link (AL) is a distance based hierarchical clustering method, which is not sensitive to the noisy patterns. However, like all hierarchical clustering methods AL also needs to scan the dataset many time...
