Functional Classification of GPCR Sequences Based On Their Ligand Specific Patterns.
Mert BagcilarUgur SezermanPublished in: BIOCOMP (2009)
Keyphrases
- sequential patterns
- pattern discovery
- pattern analysis
- pattern recognition
- data mining
- lung disease
- pattern classification
- classification algorithm
- temporal patterns
- classification accuracy
- feature vectors
- support vector
- sequence classification
- classification scheme
- specific features
- classification method
- feature selection
- support vector machine svm
- pattern mining
- classification models
- domain specific
- automatic classification
- high level
- protein families
- discovering patterns
- decision trees
- frequent patterns
- benchmark datasets
- model selection
- image classification
- feature set
- support vector machine
- hidden markov models