Mining for class-specific motifs in protein sequence classification.
Satish Mahadevan SrinivasanSuleyman VuralBrian R. KingChittibabu GudaPublished in: BMC Bioinform. (2013)
Keyphrases
- class specific
- sequence classification
- sequence data
- sequence alignment
- hidden markov models
- image classification
- object class
- binding sites
- conditional random fields
- object categories
- amino acids
- protein structure
- superpixels
- protein sequences
- dna sequences
- multiple features
- viewpoint
- object classes
- machine learning
- image features
- probabilistic model
- prior knowledge
- string kernels
- learning algorithm