Vector Quantization Kernels for the Classification of Protein Sequences and Structures.
Wyatt T. ClarkPredrag RadivojacPublished in: Pacific Symposium on Biocomputing (2014)
Keyphrases
- vector quantization
- protein classification
- protein sequences
- image compression
- computational biology
- vector quantizer
- string kernels
- reduced complexity
- amino acids
- distortion measure
- input vector
- secondary structure
- support vector
- feature vectors
- protein structure
- machine learning
- feature space
- successive approximation
- text classification
- supervised learning
- multi class
- feature selection
- kernel methods
- spam filtering
- support vector machine svm
- multiple sequence alignment
- amino acid sequences
- image classification
- fractal image coding