Ensemble of Distributed Learners for Online Classification of Dynamic Data Streams.
Luca CanzianYu ZhangMihaela van der SchaarPublished in: CoRR (2013)
Keyphrases
- classification algorithm
- base learners
- data streams
- classifier ensemble
- training set
- class labels
- distributed data streams
- concept drifting data streams
- e learning
- learning process
- distributed systems
- decision trees
- feature selection
- online learning
- learning experience
- sliding window
- streaming data
- ensemble learning
- neural network
- learning systems
- text classification
- data sets
- itemsets
- learning activities
- model selection
- ensemble methods
- peer to peer
- sensor networks
- ensemble classifier
- feature space
- learning environment
- final classification
- data stream classification
- training data