会議名: 第17回バイオメディカル・ファジィ・システム学会
回次: 17
開催地: 鳥取
開催日: 2004/11/13 - 2004/11/14
p. 101-104
To make Principal Component Analysis (PCA) robust for intra-sample noise, Torre and Black proposed a general analogue outlier process that provides a connection to robust M-estimation. This paper proposes a fuzzy membership approach based on the least squares criterion and Noise Clustering (NC) by Dave for robustifying PCA to intra-sample outliers.