Discriminating Microbial Species Using Protein Sequence Properties and Machine Learning.
Ali Al-ShahibDavid R. GilbertRainer BreitlingPublished in: IDEAL (2007)
Keyphrases
- protein sequences
- machine learning
- computational biology
- physico chemical
- genome sequences
- sequence data
- sequence analysis
- physicochemical properties
- protein classification
- protein structure
- amino acids
- biological sequences
- protein structure prediction
- protein structure and function
- high throughput
- protein function
- data mining
- secondary structure
- protein folding
- amino acid sequences
- text mining
- protein secondary structure prediction
- decision trees
- feature selection
- structural properties
- phylogenetic trees
- multiple sequence alignment
- machine learning methods
- data analysis
- structural motifs
- protein secondary structure
- amino acid composition