Cognitively inspired classification for adapting to data distribution changes.
Wing Yee SitKezhi MaoPublished in: EAIS (2012)
Keyphrases
- data distribution
- decision boundary
- classification accuracy
- data streams
- pattern recognition
- machine learning
- index structure
- training instances
- distributed data
- classification algorithm
- data points
- supervised learning
- pattern classification
- high dimensional data
- feature vectors
- feature space
- dimensionality reduction
- class labels
- feature extraction
- feature selection
- multi class
- query processing
- support vector
- parallel processing
- concept drift
- communication cost
- streaming data
- decision trees
- image processing