Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams.
Mahardhika PratamaAndri AshfahaniYew-Soon OngSavitha RamasamyEdwin LughoferPublished in: CoRR (2018)
Keyphrases
- incremental learning
- deep learning
- evolving data streams
- denoising
- restricted boltzmann machine
- data streams
- unsupervised learning
- stream mining
- streaming data
- concept drift
- image processing
- random forests
- supervised learning
- natural images
- machine learning
- data stream mining
- semi supervised
- learning process
- mental models
- weakly supervised
- decision making
- change detection
- single pass
- learning strategies