ProtNN: fast and accurate protein 3D-structure classification in structural and topological space.
Wajdi DhifliAbdoulaye Baniré DialloPublished in: BioData Min. (2016)
Keyphrases
- structural information
- structural similarities
- classification accuracy
- machine learning
- structural analysis
- pattern recognition
- accurate classification
- support vector machine
- image classification
- support vector
- classification method
- pattern classification
- protein structural
- contact map
- damage detection
- topological properties
- structural features
- classification models
- molecular structures
- support vector machine svm
- text classification
- search space
- pairwise
- decision trees
- network structure
- high precision
- fold cross validation
- classification algorithm
- topological features
- feature selection
- neural network