Unified Cox model based multifactor dimensionality reduction method for gene-gene interaction analysis of the survival phenotype.
Seungyeoun LeeDonghee SonYongkang KimWenbao YuTaesung ParkPublished in: BioData Min. (2018)
Keyphrases
- interaction analysis
- dimensionality reduction methods
- dimensionality reduction
- discriminant projection
- gene gene
- discriminant analysis
- microarray
- collaborative learning
- computer supported collaborative learning
- gene networks
- quantitative and qualitative
- principal component analysis
- gene expression
- preprocessing step
- human interaction
- data sets
- computer supported
- genome wide
- principal components analysis
- knn
- bio inspired
- random projections
- microarray data
- distance measure
- feature extraction
- regression model
- low dimensional
- machine learning
- high dimensional data
- feature set