Robust experimental design and feature selection in signal transduction pathway modeling.
Fei HeMartin BrownHong YueLam Fat YeungPublished in: IJCNN (2008)
Keyphrases
- experimental design
- signal transduction
- feature selection
- mathematical modeling
- highly complex
- biological systems
- empirical studies
- cellular processes
- text categorization
- feature set
- active learning
- machine learning
- mathematical models
- feature extraction
- sample size
- discrete event
- systems biology
- data mining
- classification accuracy
- protein protein interactions
- biologically inspired
- naive bayes
- computational intelligence
- multi class
- transcriptional regulatory