Neural Networks for Full-Scale Protein Sequence Classification: Sequence Encoding with Singular Value Decomposition.
Cathy H. WuMichael W. BerrySailaja ShivakumarPublished in: Mach. Learn. (1995)
Keyphrases
- sequence classification
- singular value decomposition
- neural network
- sequence alignment
- sequence data
- hidden markov models
- markov models
- singular values
- least squares
- discriminative learning
- dimensionality reduction
- conditional random fields
- pattern recognition
- principal component analysis
- string kernels
- amino acids
- pairwise
- image processing
- computer vision
- protein structure