Hierarchical classification of Gene Ontology-based protein functions with neural networks.
Ricardo CerriRodrigo C. BarrosAndré C. P. L. F. de CarvalhoPublished in: IJCNN (2015)
Keyphrases
- hierarchical classification
- protein function
- gene ontology
- neural network
- interaction networks
- protein interaction
- gene expression profiles
- protein protein interactions
- microarray
- hierarchical structure
- gene expression
- text classification
- biomedical literature
- classification algorithm
- protein sequences
- biological processes
- protein interaction networks
- self organizing maps
- protein structure
- computational methods
- gene expression data
- computational tools
- high throughput
- feature selection
- functional modules
- protein complexes
- amino acids
- sequence alignment
- systems biology
- semantic similarity
- information theoretic
- knn
- pairwise
- data mining