DPP-VSE: Constructing a variable selection ensemble by determinantal point processes.
Chunxia ZhangJunmin LiuGuanwei WangGuanghai LiPublished in: Expert Syst. Appl. (2021)
Keyphrases
- point processes
- variable selection
- ensemble selection
- cross validation
- monte carlo
- hot spots
- input variables
- high dimensional
- linear models
- model selection
- dimension reduction
- group lasso
- regression problems
- high dimensional data
- feature selection
- ensemble methods
- training set
- neural network
- data mining
- state space
- learning algorithm
- image processing
- expert systems
- artificial neural networks
- dynamic programming
- low dimensional
- dimensionality reduction