Application of Genetic Algorithm Based Intuitionistic Fuzzy k-Mode for Clustering Categorical Data

In present times a great number of clustering algorithms are available which group objects having similar features. But most of the datasets have data values that are categorical, which makes it difficult to implement these algorithms. The concept of genetic algorithm on intuitionistic fuzzy k-Mode...

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Bibliographic Details
Published in:Cybernetics and Information Technologies
Main Authors: Goyal Akarsh, Sourav Patra Anupam, Kalyanaraman P.
Format: Article
Language:English
Published: Sciendo 2017-11-01
Subjects:
categorical data
clustering
data mining
intuitionistic fuzzy k-mode
simulated annealing
genetic algorithm
Online Access:https://doi.org/10.1515/cait-2017-0044

Internet

https://doi.org/10.1515/cait-2017-0044

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