Voting-based instance selection from large data sets with MapReduce and random weight networks.
Junhai ZhaiXizhao WangXiaohe PangPublished in: Inf. Sci. (2016)
Keyphrases
- instance selection
- data reduction
- feature and instance selection
- nearest neighbor
- data sets
- multiple instance learning
- text classification
- supervised learning
- semi supervised learning
- classification accuracy
- preprocessing
- data compression
- image classification
- multi class
- concept drift
- evaluation criteria
- labeled data
- class imbalanced
- change detection
- rough set theory
- model selection
- training data
- databases