Ultra-scalable and efficient methods for hybrid observational and experimental local causal pathway discovery.
Alexander R. StatnikovSisi MaMikael HenaffNikita I. LytkinEfstratios EfstathiadisEric R. PeskinConstantin F. AliferisPublished in: J. Mach. Learn. Res. (2015)
Keyphrases
- computationally expensive
- qualitative and quantitative
- computational cost
- clustering algorithm
- bayesian networks
- real world
- image segmentation
- machine learning methods
- high speed
- preprocessing
- methods require
- complexity analysis
- empirical studies
- graphical models
- optimal solution
- knowledge base
- feature selection
- learning algorithm
- genetic algorithm