Ensemble of Distributed Learners for Online Classification of Dynamic Data Streams.
Luca CanzianYu ZhangMihaela van der SchaarPublished in: IEEE Trans. Signal Inf. Process. over Networks (2015)
Keyphrases
- data streams
- concept drifting data streams
- machine learning
- final classification
- ensemble classifier
- feature selection
- text classification
- classification accuracy
- neural network
- multiple classifier systems
- decision tree classifiers
- online learning
- support vector machine
- support vector
- learning environment
- decision trees
- feature vectors
- training set
- sensor networks
- distributed systems
- feature extraction
- support vector machine svm
- benchmark datasets
- concept drift
- data sets
- learning algorithm
- multiple classifiers
- online learning communities
- stream clustering
- classifier ensemble
- ensemble learning
- classification models
- language learning
- collaborative learning
- e learning