Detecting protein dissimilarities in multiple alignments using Bayesian variable selection.
Sinae KimJerry W. TsaiIoannis KagiampakisPatricia LiWangMarina VannucciPublished in: Bioinform. (2007)
Keyphrases
- variable selection
- cross validation
- input variables
- linear models
- sequence alignment
- high dimensional
- dimension reduction
- pairwise
- fuzzy logic
- nearest neighbor
- least squares
- maximum likelihood
- multiple sequence alignment
- neural network
- binding sites
- protein protein interactions
- protein structure
- protein sequences
- model selection
- supervised learning
- bayesian networks
- feature extraction