A new active learning strategy in nearest neighbor classifier.
Weiran SongYong-Hua CaiBo WuTao SunPublished in: ICMLC (2012)
Keyphrases
- learning strategies
- nearest neighbor classifier
- nearest neighbor
- training samples
- prototype selection
- online learning
- distance measure
- stochastic gradient
- active learning
- dynamic time warping
- complexity measures
- blended learning
- instructional materials
- human learning
- virtual learning environments
- data mining
- optimum path forest
- learning capabilities
- learning process
- pattern recognition
- computer vision