On the Online Classification of Data Streams Using Weak Estimators.
Hanane TavasoliB. John OommenAnis YazidiPublished in: IEA/AIE (2016)
Keyphrases
- data streams
- pattern recognition
- classification accuracy
- feature vectors
- pattern classification
- sliding window
- classification method
- data stream classification
- machine learning algorithms
- preprocessing
- text classification
- sensor networks
- classification scheme
- model selection
- online learning
- image classification
- classification systems
- feature space
- data stream mining
- machine learning
- feature selection
- kernel density estimators
- streaming data
- anytime classification
- automatic classification
- classification models
- classification rules
- machine learning methods
- classification algorithm
- decision rules
- training samples
- itemsets
- active learning
- support vector
- feature extraction
- decision trees
- website