Combined Gaussian Mixture Model and Pathfinder Algorithm for Data Clustering

Combined Gaussian Mixture Model and Pathfinder Algorithm for Data Clustering

Data clustering is one of the most influential branches of machine learning and data analysis, and Gaussian Mixture Models (GMMs) are frequently adopted in data clustering due to their ease of implementation. However, there are certain limitations to this approach that need to be acknowledged. GMMs...

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Bibliographic Details
Main Authors: Huajuan Huang, Zepeng Liao, Xiuxi Wei, Yongquan Zhou
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Entropy
Subjects:
clustering
Gaussian Mixture Models
metaheuristic algorithm
pathfinder algorithm
Online Access:https://www.mdpi.com/1099-4300/25/6/946

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