Study of quantitative structure-mobility relationship of the peptides based on the structural descriptors and support vector machines

Analytica Chimica Acta

Volumn 542, Issue 2, 2005, Pages 249-259

  Liu, Huanxiang ^a   Yao, Xiaojun ^a   Xue, Chunxia ^a   Zhang, Ruisheng ^a   Liu, Mancang ^a   Hu, Zhide ^a   Fan, Botao ^b  

^a LANZHOU UNIVERSITY   (China)

^b UNIVERSITÉ PARIS DESCARTES   (France)

Author keywords

Electrophoretic mobility; Peptides; Prediction; Quantitative structure mobility relationship; Support vector machine

Indexed keywords

COMPUTER SOFTWARE; CORRELATION METHODS; ELECTROPHORESIS; ERRORS; LEARNING SYSTEMS; MACROMOLECULES; MATHEMATICAL MODELS; MOLECULAR DYNAMICS; OPTIMIZATION; TOPOLOGY;

CORRELATION COEFFICIENTS; LINEAR MODELS; PEPTIDES; SUPPORT VECTOR MACHINES (SVM);

AMINO ACIDS;

PEPTIDE;

ARTICLE; CALCULATION; COMPUTER PROGRAM; CORRELATION COEFFICIENT; ELECTROPHORETIC MOBILITY; MACHINE; MATHEMATICAL MODEL; PREDICTION; PRIORITY JOURNAL; QUANTITATIVE ANALYSIS;

EID: 20444410445     PISSN: 00032670     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.aca.2005.04.006     Document Type: Article

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