Clustering of high-dimensional gene expression data with feature filtering methods and diffusion maps

Article ID	Journal	Published Year	Pages	File Type
378057	Artificial Intelligence in Medicine	2010	8 Pages	PDF

Abstract

The proposed feature selection methods and diffusion maps can achieve useful information from the multidimensional gene expression data and prove effective at addressing the problem of high dimensionality inherent in gene expression data analysis.

Keywords

Fuzzy ART Clustering Diffusion maps Gene expression profiles

Related Topics

Physical Sciences and Engineering Computer Science Artificial Intelligence

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Clustering of high-dimensional gene expression data with feature filtering methods and diffusion maps

Authors

Rui Xu, Steven Damelin, Boaz Nadler, Donald C. II,