Autonomous Deep Learning: Incremental Learning of Deep Neural Networks for Evolving Data Streams.
Andri AshfahaniPublished in: ICDM Workshops (2019)
Keyphrases
- deep learning
- incremental learning
- evolving data streams
- neural network
- fuzzy artmap
- data streams
- unsupervised feature learning
- concept drift
- deep architectures
- unsupervised learning
- machine learning
- streaming data
- stream mining
- random forests
- supervised learning
- semi supervised
- mental models
- back propagation
- learning process
- pattern recognition
- weakly supervised
- random forest
- data analysis
- sliding window
- feature space
- data stream mining
- decision trees