Adaptive variable-weighted support vector machine as optimized by particle swarm optimization algorithm with application of QSAR studies

Talanta

Volumn 84, Issue 1, 2011, Pages 13-18

  Wen, Jian Hui ^a,b   Zhong, Ke Jun ^b   Tang, Li Juan ^a   Jiang, Jian Hui ^a   Wu, Hai Long ^a   Shen, Guo Li ^a   Yu, Ru Qin ^a  

^a HUNAN UNIVERSITY   (China)

^b China Tobacco Hunan Industrial Co Ltd   (China)

Author keywords

Particle swarm optimization; Quantitative structure activity relationship; Support vector machine; Variable selection; Variable weighting

Indexed keywords

CARBONIC ANHYDRASE; COMPUTATIONAL CHEMISTRY; MOLECULAR GRAPHICS; STRUCTURAL OPTIMIZATION; STRUCTURES (BUILT OBJECTS); SUPPORT VECTOR MACHINES; VECTORS;

GLYCOGEN SYNTHASE KINASE-3; PARTICLE SWARM OPTIMIZATION ALGORITHM; QUANTITATIVE STRUCTURE ACTIVITY RELATIONSHIP; QUANTITATIVE STRUCTURE-ACTIVITY RELATIONSHIP STUDIES; STRUCTURAL DESCRIPTORS; VARIABLE SELECTION; VARIABLE WEIGHTING; WEIGHTED SUPPORT VECTOR MACHINE;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 79951517776     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2010.11.039     Document Type: Article

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