Artificial neural network-based transformation for nonlinear partial least-square regression with application to QSAR studies

Talanta

Volumn 71, Issue 2, 2007, Pages 848-853

  Zhou, Yan Ping ^a   Jiang, Jian Hui ^a   Lin, Wei Qi ^a   Xu, Lu ^a   Wu, Hai Long ^a   Shen, Guo Li ^a   Yu, Ru Qin ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

2 Aryl(heteroaryl) 2,5 dihydropyrazolo 4,3 c quinolin 3 (3H) ones; Antitumor agents; Artificial neural network transformation based nonlinear partial least square; Particle swarm optimization; QSAR

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; OPTIMIZATION; REGRESSION ANALYSIS; STATISTICAL METHODS;

ANTITUMOR AGENTS; ARTIFICIAL NEURAL NETWORK TRANSFORMATION BASED NONLINEAR PARTIAL LEAST SQUARE; BIOACTIVITIES; PARTICLE SWARM OPTIMIZATION;

NEURAL NETWORKS;

EID: 33846344646     PISSN: 00399140     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.talanta.2006.05.058     Document Type: Article

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