Machine Learning approach to discriminate Saccharomyces cerevisiae yeast cells using sophisticated image features.
Mohamed S. TleisFons J. VerbeekPublished in: J. Integr. Bioinform. (2015)
Keyphrases
- saccharomyces cerevisiae
- machine learning
- microarray data
- regulatory networks
- gene expression data
- protein protein interaction networks
- protein protein interactions
- biological data
- cell cycle
- gene regulatory networks
- budding yeast
- protein complexes
- computational biology
- gene regulation
- protein interaction networks
- protein function
- feature selection
- transcription factors
- gene expression
- microarray
- statistical methods
- interaction networks
- machine learning methods
- data sets
- signaling pathways
- data analysis
- gene selection
- high throughput
- natural language processing
- data integration
- data mining
- high dimensional
- protein interaction
- biological networks
- functional modules
- reverse engineering
- information extraction
- network topology
- biological processes
- protein sequences
- component analysis
- text mining
- binding sites