Integrating biological data across multiple platforms using importance-weighted transfer learning and applications to breast cancer data sets.
Hema Kumari AchantaBurook MisganawM. VidyasagarPublished in: CCTA (2017)
Keyphrases
- breast cancer
- transfer learning
- biological data
- data sets
- microarray data
- high throughput
- labeled data
- logistic regression
- data sources
- statistical methods
- semi supervised learning
- active learning
- data analysis
- genomic data
- protein protein interactions
- machine learning
- unlabeled data
- database
- reinforcement learning
- collaborative filtering
- systems biology
- biological networks
- test data
- structure learning
- databases
- real world
- decision making
- database systems
- microarray
- semi supervised
- data integration
- text classification
- statistical analysis
- knowledge discovery
- training set
- machine learning algorithms
- text categorization
- nearest neighbor