A fast lasso-based method for inferring higher-order interactions.
Kieran ElmesAstra HeywoodZhiyi HuangAlex GavryushkinPublished in: PLoS Comput. Biol. (2022)
Keyphrases
- higher order
- detection method
- cost function
- high order
- preprocessing
- clustering method
- high precision
- synthetic data
- classification method
- support vector machine
- classification accuracy
- experimental evaluation
- significant improvement
- prior knowledge
- linear regression
- segmentation method
- image processing
- regularization parameter
- detection algorithm
- input data
- edge detection
- high accuracy
- least squares
- pairwise