A Novel Hybrid PSO-K-Means Clustering Algorithm Using Gaussian Estimation of Distribution Method and Lévy Flight

A Novel Hybrid PSO-K-Means Clustering Algorithm Using Gaussian Estimation of Distribution Method and Lévy Flight

Clustering is an important data analysis technique, which has been applied to many practical scenarios. However, many partitioning based clustering algorithms are sensitive to the initial state of cluster centroids, may get trapped in a local optimum, and have poor robustness. In recent years, parti...

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Bibliographic Details
Main Authors: Hanjie Gao, Yintong Li, Petr Kabalyants, Hao Xu, Rodrigo Martinez-Bejar
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Data clustering
K-means
particle swarm optimization
Gaussian estimation of distribution method
Lévy flight
Online Access:https://ieeexplore.ieee.org/document/9133522/

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