Automated online feature selection and learning from high-dimensional streaming data using an ensemble of Kohonen neurons.
Asim RoyPublished in: IJCNN (2015)
Keyphrases
- feature selection
- streaming data
- neural network
- high dimensional
- online learning
- data streams
- reinforcement learning
- learning algorithm
- ensemble methods
- high dimensionality
- unsupervised learning
- pattern recognition
- database
- sliding window
- text categorization
- concept drift
- semi supervised
- ensemble learning
- low dimensional
- supervised learning
- feature space
- training data
- machine learning
- data sets