Fuzzy clustering with dimensionality reduction for high-dimensional data

Abstract

The fuzzy clustering methods for dimension reduction to improve the classification accuracy of high-dimensional data are examined. In this report, we proposed the fuzzy clustering methods that reduces the dimension at the same time as clustering, and verified the characteristics of each technique using artificial data.