Improving biomarker list stability by integration of biological knowledge in the learning process.
Tiziana SanaviaFabio AiolliGiovanni Da San MartinoAndrea BisogninBarbara Di CamilloPublished in: BMC Bioinform. (2012)
Keyphrases
- learning process
- biological knowledge
- gene expression data
- gene expression
- biological systems
- gene regulatory networks
- high throughput
- e learning
- engineering design
- high dimensional
- microarray
- learning styles
- computational tools
- protein protein interactions
- data sets
- data analysis
- learning environment
- bayesian networks
- data integration
- text mining
- multi agent systems
- reinforcement learning
- biological processes
- machine learning
- neural network