Active Learning based on Data Uncertainty and Model Sensitivity.
Nutan ChenAlexej KlushynAlexandros ParaschosDjalel BenbouzidPatrick van der SmagtPublished in: CoRR (2018)
Keyphrases
- training data
- data sets
- test data
- data points
- probability distribution
- simulation data
- database
- experimental data
- computational model
- image data
- active learning
- prior knowledge
- input data
- data collection
- uncertain data
- high quality
- sensitivity analysis
- original data
- statistical model
- statistical methods
- data analysis
- small number
- learning models
- synthetic data
- raw data
- machine learning
- decision trees
- high level
- sensor data
- mathematical model
- semi supervised learning
- labeled data
- knowledge discovery