Semi-Supervised Online Elastic Extreme Learning Machine with Forgetting Parameter to deal with concept drift in data streams.
Carlos A. S. da SilvaRenato A. KrohlingPublished in: IJCNN (2019)
Keyphrases
- concept drift
- data streams
- extreme learning machine
- semi supervised
- streaming data
- sliding window
- data stream classification
- stream clustering
- data stream mining
- evolving data streams
- drifting concepts
- change detection
- stream data
- data distribution
- feedforward neural networks
- non stationary
- hidden nodes
- feed forward neural networks
- support vector regression
- incremental learning
- semi supervised learning
- ensemble learning
- gaussian processes
- neural network
- single layer
- classification algorithm
- unlabeled data
- clustering algorithm
- supervised learning
- active learning
- activation function