An online classification algorithm for large scale data streams: iGNGSVM.
Andrés L. Suárez-CetruloAlejandro CervantesPublished in: Neurocomputing (2017)
Keyphrases
- classification algorithm
- concept drift
- data streams
- training set
- hierarchical classification
- class labels
- knn
- support vector machine
- accurate classification
- training phase
- online learning
- k nearest neighbor
- streaming data
- document classification
- real world
- sensor networks
- classification rules
- learning algorithm
- classification method
- sliding window
- naive bayes
- data distribution
- computer vision
- machine learning
- multi label classification
- probability estimation
- stream data
- data sets
- change detection
- text mining
- ensemble learning
- classifier ensemble