Online optimization for variable selection in data streams.
Christoforos AnagnostopoulosDimitris K. TasoulisDavid J. HandNiall M. AdamsPublished in: ECAI (2008)
Keyphrases
- simulated annealing
- variable selection
- stochastic search
- data streams
- optimization methods
- evolutionary algorithm
- high dimensional
- input variables
- genetic algorithm
- cross validation
- optimization problems
- image processing
- group lasso
- dimension reduction
- linear models
- model selection
- sparsity inducing
- preprocessing
- neural network
- high dimensional data
- data sets
- rough sets
- computer vision
- logistic regression models