A Transfer Learning Approach and Selective Integration of Multiple Types of Assays for Biological Network Inference.
Tsuyoshi KatoKinya OkadaHisashi KashimaMasashi SugiyamaPublished in: Int. J. Knowl. Discov. Bioinform. (2010)
Keyphrases
- transfer learning
- multiple types
- biological networks
- biological data
- learning tasks
- labeled data
- reinforcement learning
- collaborative filtering
- machine learning
- data integration
- co occurrence
- active learning
- real world
- bayesian networks
- high throughput
- semi supervised learning
- structure learning
- biological systems
- gene expression
- multi task
- text categorization
- contextual information
- learning algorithm
- semi supervised
- class labels
- text classification
- user interests
- complex networks
- training data
- bayesian inference
- microarray data
- supervised learning
- learning process
- multiple features
- machine learning algorithms
- text mining