Discriminant functional gene groups identification with machine learning and prior knowledge.
Grzegorz ZycinskiMargherita SquillarioAnnalisa BarlaTiziana SanaviaAlessandro VerriBarbara Di CamilloPublished in: ESANN (2012)
Keyphrases
- machine learning
- prior knowledge
- functional analysis
- previously identified
- machine learning methods
- pattern recognition
- gene products
- gene expression
- decision trees
- discriminant analysis
- machine learning algorithms
- microarray
- natural language processing
- computer vision
- learning algorithm
- prior information
- statistical methods
- gene ontology
- gene function
- principal component analysis
- knowledge acquisition
- text mining
- information extraction
- feature selection
- semi supervised learning
- data sets
- supervised learning
- domain knowledge
- active learning
- data analysis
- regulatory networks
- reinforcement learning
- feature extraction
- related genes
- data mining