Distributed Classification of Data Streams: An Adaptive Technique.
Alfredo CuzzocreaMohamed Medhat GaberAry Mazharuddin ShiddiqiPublished in: DaWaK (2015)
Keyphrases
- data streams
- classification accuracy
- automatic classification
- pattern classification
- support vector machine
- classification scheme
- sliding window
- support vector
- support vector machine svm
- feature extraction
- pattern recognition
- image classification
- distributed systems
- feature space
- incremental learning
- classification method
- machine learning algorithms
- streaming data
- data stream classification
- anytime classification
- peer to peer
- decision trees
- multi agent
- cooperative
- multi agent systems
- text classification
- classification algorithm
- multi class
- data distribution
- change detection
- feature set
- non stationary
- classification models
- training data
- learning algorithm
- classification rate
- classification process
- neural network
- data sets