Comparison between Neural Networks (NN) and Principal Component Analysis (PCA): Structure Activity Relationships of 1, 4-Dihydropyridine Calcium Channel Antagonists (Nifedipine Analogues).
Yuji TakahataMaria Cristina Andreazza CostaAnderson Coser GaudioPublished in: J. Chem. Inf. Comput. Sci. (2003)
Keyphrases
- principal component analysis
- neural network
- dimensionality reduction
- artificial neural networks
- independent component analysis
- principal components
- face recognition
- dimension reduction
- face images
- nearest neighbor
- feature extraction
- low dimensional
- back propagation
- covariance matrix
- neural network model
- pattern recognition
- multi layer
- fuzzy logic
- discriminant analysis
- singular value decomposition
- knn
- linear discriminant analysis
- feed forward
- high dimensional
- neural nets
- random projections
- principal components analysis
- training procedure
- radial basis function
- feature space
- activation function
- kernel pca
- neural network structure