Improving Positive Unlabeled Learning Algorithms for Protein Interaction Prediction.
Doruk PancarogluMehmet TanPublished in: PACBB (2014)
Keyphrases
- protein interaction
- learning algorithm
- predicting protein
- protein protein interactions
- training data
- computational methods
- active learning
- unlabeled data
- gene expression
- labeled data
- supervised learning
- biological data
- functional modules
- protein function
- protein complexes
- machine learning algorithms
- biological systems
- protein interaction networks
- gene ontology
- machine learning
- binding sites
- systems biology
- biomedical literature
- high precision
- unsupervised learning
- semi supervised
- data sets
- gene expression data
- microarray
- information retrieval