Application of fuzzy c-means clustering in data analysis of metabolomics

Analytical Chemistry

Volumn 81, Issue 11, 2009, Pages 4468-4475

  Li, Xiang ^a   Lu, Xin ^a   Tian, Jing ^a,b   Gao, Peng ^a   Kong, Hongwei ^a   Xu, Guowang ^a  

^a DALIAN INSTITUTE OF CHEMICAL PHYSICS   (China)

^b DALIAN POLYTECHNIC UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION ,; CLUSTERING PROBLEMS; DATA ANALYSIS; DATA MATRICES; DEGREE OF ASSOCIATION; E. COLI; FCM CLUSTERING; FUZZY C MEANS CLUSTERING; IMPROVED VISUALIZATION; MATRIX; MEMBERSHIP MATRIX; METABOLIC PROFILES; METABOLOMICS; METABOLOMICS DATA; MULTI-CLASS; MULTIVARIABLE ANALYSIS; NUMBER OF CLUSTERS; OPTIMIZED PARAMETER; OVERFITTING; PARTIAL LEAST SQUARES; PLS MODELS; QUALITY PARAMETERS; RESEARCH TOOLS; UNSUPERVISED METHOD;

COMPUTATIONAL FLUID DYNAMICS; DISCRIMINANT ANALYSIS; ESCHERICHIA COLI; FUZZY CLUSTERING; FUZZY LOGIC; FUZZY RULES; FUZZY SYSTEMS; MATRIX ALGEBRA; METABOLISM; OPTIMIZATION; PRINCIPAL COMPONENT ANALYSIS;

CLUSTER ANALYSIS;

ALGORITHM; ARTICLE; BACTERIAL GENE; DATA ANALYSIS; ESCHERICHIA COLI; FUZZY LOGIC; FUZZY SYSTEM; METABOLOMICS; PARTIAL LEAST SQUARES REGRESSION; PRINCIPAL COMPONENT ANALYSIS;

CLUSTER ANALYSIS; ESCHERICHIA COLI; FUZZY LOGIC; LEAST-SQUARES ANALYSIS; METABOLOMICS; MUTATION;

EID: 66349135301     PISSN: 00032700     EISSN: None     Source Type: Journal    
DOI: 10.1021/ac900353t     Document Type: Article

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