On the classification of dynamical data streams using novel "Anti-Bayesian" techniques.
Hugo Lewi HammerAnis YazidiB. John OommenPublished in: Pattern Recognit. (2018)
Keyphrases
- data streams
- anytime classification
- classification accuracy
- pattern recognition
- decision trees
- feature vectors
- machine learning
- classification process
- support vector
- feature extraction
- classification scheme
- supervised learning
- automatic classification
- incremental learning
- classification algorithm
- prior probabilities
- bayesian classification
- feature selection
- image classification
- machine learning algorithms
- sliding window
- data stream classification
- incoming data
- classification rules
- concept drifting data streams
- class conditional densities
- data sets
- bayesian methods
- posterior probability
- preprocessing
- classification method
- class labels
- text classification
- multi class
- training set