CLUSTERING CATEGORICAL DATA USING k-MODES BASED ON CUCKOO SEARCH OPTIMIZATION ALGORITHM

CLUSTERING CATEGORICAL DATA USING k-MODES BASED ON CUCKOO SEARCH OPTIMIZATION ALGORITHM

Cluster analysis is the unsupervised learning technique that finds the interesting patterns in the data objects without knowing class labels. Most of the real world dataset consists of categorical data. For example, social media analysis may have the categorical data like the gender as male or femal...

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Bibliographic Details
Main Authors: Lakshmi K, Karthikeyani Visalakshi, S Shanthi, S Parvathavarthini
Format: Article
Language:English
Published: ICT Academy of Tamil Nadu 2017-10-01
Series:ICTACT Journal on Communication Technology
Subjects:
Cluster Analysis
k-Modes
Cuckoo Search Optimization
Local Optima
Initial Centroids
Online Access:http://ictactjournals.in/ArticleDetails.aspx?id=3187

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http://ictactjournals.in/ArticleDetails.aspx?id=3187

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