Clustering in the Presence of Noise

Clustering, which is partitioning data into groups of similar objects, has a wide range of applications. In many cases unstructured data makes up a significant part of the input. Attempting to cluster such part of the data, which can be referred to as noise, can disturb the clustering on the remaini...

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Bibliographic Details
Main Author: Haghtalab, Nika
Language:en
Published: 2013
Subjects:
Online Access:http://hdl.handle.net/10012/7742