Fuzzy Gaussian Lasso clustering with application to cancer data

Fuzzy Gaussian Lasso clustering with application to cancer data

Recently, Yang et al. (2019) proposed a fuzzy model-based Gaussian (F-MB-Gauss) clustering that combines a model-based Gaussian with fuzzy membership functions for clustering. In this paper, we further consider the F-MB-Gauss clustering with the least absolute shrinkage and selection operator (Lasso...

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Bibliographic Details
Main Authors: Miin-Shen Yang, Wajid Ali
Format: Article
Language:English
Published: AIMS Press 2020-01-01
Series:Mathematical Biosciences and Engineering
Subjects:
fuzzy sets
model-based clustering
fuzzy model-based gaussian
feature selection
lasso
fuzzy gaussian lasso (fg-lasso) clustering
Online Access:https://www.aimspress.com/article/doi/10.3934/mbe.2020014?viewType=HTML

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https://www.aimspress.com/article/doi/10.3934/mbe.2020014?viewType=HTML

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