Dealing with missing values and outliers in principal component analysis

Talanta

Volumn 72, Issue 1, 2007, Pages 172-178

  Stanimirova, I ^a   Daszykowski, M ^a   Walczak, B ^a  

^a UNIVERSITY OF SILESIA   (Poland)

Author keywords

Expectation maximization approach; Missing elements; Robust PCA

Indexed keywords

COMPUTER SIMULATION; CONTAMINATION; DATA REDUCTION; ENVIRONMENTAL ENGINEERING; OPTIMIZATION;

EXPECTATION MAXIMIZATION APPROACH; MISSING ELEMENTS; REAL ENVIRONMENTAL DATA SETS; ROBUST PCA;

PRINCIPAL COMPONENT ANALYSIS;

EID: 33947303537     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2006.10.011     Document Type: Article

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