A novel hybrid approach utilizing principal component regression and random forest regression to bridge the period of GPS outages.
Srujana AdusumilliDeepak BhattHong WangVijay Kumar DevabhaktuniPrabir BhattacharyaPublished in: Neurocomputing (2015)
Keyphrases
- random forest
- principal component regression
- partial least squares
- principal components
- random forests
- decision trees
- feature set
- ensemble methods
- multi label
- regression methods
- kernel space
- principal component analysis
- base classifiers
- selected features
- decision tree learning algorithms
- ensemble classifier
- regression method
- dimension reduction
- data sets
- logistic regression
- class labels
- regression model
- multi class
- pairwise
- feature extraction
- feature selection
- learning algorithm
- machine learning