On sequences of different adaptive mechanisms in non-stationary regression problems.
Rashid BakirovBogdan GabrysDamien FayPublished in: IJCNN (2015)
Keyphrases
- non stationary
- regression problems
- adaptive algorithms
- linear regression
- genetic programming
- cross validation
- input space
- multi task
- high dimensional data
- random forests
- data sets
- learning machines
- concept drift
- hyperparameters
- bayesian framework
- empirical mode decomposition
- least squares
- probabilistic model
- support vector
- image processing
- learning algorithm