Optimized Block-wise Variable Combination by Particle Swarm Optimization for Partial Least Squares Modeling in Quantitative Structure-Activity Relationship Studies.
Wei-Qi LinJian-Hui JiangQi ShenGuo-Li ShenRu-Qin YuPublished in: J. Chem. Inf. Model. (2005)
Keyphrases
- partial least squares
- quantitative structure activity
- block wise
- particle swarm optimization
- drug discovery
- drug design
- discriminant analysis
- dimension reduction
- principal component analysis
- factor analysis
- ls svm
- statistical analysis
- data sets
- order statistics
- knn
- object recognition
- bayesian networks
- feature extraction