A New Streaming Learning for Stream Chunk Data Classification Based on Incremental Learning and Adaptive Boosting Algorithm.
Niphat ClaypoAnantaporn HanskunataiSaichon JaiyenPublished in: IC2IT (2017)
Keyphrases
- incremental learning
- incremental learning algorithm
- learning algorithm
- data sets
- batch mode
- learning process
- streaming data
- supervised learning
- batch learning
- training data
- data streams
- classification trees
- feature selection
- cerebellar model articulation controller
- boosting framework
- sliding window
- classification algorithm
- iterative learning
- fuzzy artmap
- neural network
- input data
- semi supervised
- feature space
- machine learning
- high dimensional data
- support vector machine svm
- unlabeled samples
- multi class
- neural learning
- feature extraction
- continuous stream
- multimedia