Near-optimal irrevocable sample selection for periodic data streams with applications to marine robotics.
Genevieve FlaspohlerNicholas RoyYogesh A. GirdharPublished in: CoRR (2017)
Keyphrases
- sample selection
- data streams
- active learning
- training data
- sliding window
- selection strategy
- computer vision
- concept drift
- support vector machine
- streaming data
- data sets
- artificial intelligence
- sensor networks
- instance based learning
- machine learning
- itemsets
- database
- incoming data
- transfer learning
- classification method
- training examples
- nearest neighbor
- semi supervised
- decision trees
- multimedia
- feature selection