Markov model recognition and classification of DNA/protein sequences within large text databases.
Jonathan D. WrenWilliam H. HildebrandSreedevi ChandrasekaranUlrich MelcherPublished in: Bioinform. (2005)
Keyphrases
- markov model
- protein sequences
- text databases
- protein classification
- biological sequences
- sequence analysis
- computational biology
- feature extraction
- markov chain
- sequence databases
- support vector machine
- machine learning
- secondary structure
- feature vectors
- class labels
- statistical model
- classification algorithm
- unsupervised learning
- protein structure
- feature selection
- database
- remote homology detection
- document classification
- text classification
- image classification
- state space
- data structure
- data mining