Probabilistic Clustering for Hierarchical Multi-Label Classification of Protein Functions.
Rodrigo C. BarrosRicardo CerriAlex Alves FreitasAndré Carlos Ponce de Leon Ferreira de CarvalhoPublished in: ECML/PKDD (2) (2013)
Keyphrases
- protein function
- hierarchical multi label classification
- clustering algorithm
- k means
- clustering method
- information theoretic
- probabilistic model
- unsupervised learning
- protein sequences
- computational methods
- data points
- gene ontology
- self organizing maps
- cluster analysis
- graph theoretic
- high dimensional data
- protein structure
- protein interaction
- data sets