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A Review Paper on Clustering in Data Mining


Affiliations
1 Department of Computer Engineering, Punjabi University, Patiala, India
 

Clustering is a process of keeping similar data intogroups. Objects within the cluster/group have high similarity in comparison to one another but are very dissimilar to objects of other clusters. Clustering is an unsupervised learningtechnique as every other problem of this kind; it dealswith finding a structure in a collection of unlabeleddata. Types of clustering methods are-hierarchical and partitioningbased. Inthis paper clustering and its methodsare discussed.

Keywords

Data Mining, Clustering, Partitioning Method, Hierarchical Clustering, Cluster Distance.
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  • A Review Paper on Clustering in Data Mining

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Authors

Kuljit Kaur
Department of Computer Engineering, Punjabi University, Patiala, India
Kanwal Preet Singh Attwal
Department of Computer Engineering, Punjabi University, Patiala, India

Abstract


Clustering is a process of keeping similar data intogroups. Objects within the cluster/group have high similarity in comparison to one another but are very dissimilar to objects of other clusters. Clustering is an unsupervised learningtechnique as every other problem of this kind; it dealswith finding a structure in a collection of unlabeleddata. Types of clustering methods are-hierarchical and partitioningbased. Inthis paper clustering and its methodsare discussed.

Keywords


Data Mining, Clustering, Partitioning Method, Hierarchical Clustering, Cluster Distance.