Episode-Based Active Learning with Bayesian Neural Networks.
Feras DayoubNiko SünderhaufPeter I. CorkePublished in: CoRR (2017)
Keyphrases
- posterior probability
- active learning
- neural network
- bayesian networks
- pattern recognition
- learning algorithm
- artificial neural networks
- fuzzy logic
- selective sampling
- semi supervised
- machine learning
- back propagation
- neural network model
- random sampling
- learning strategies
- multi layer
- sample selection
- active learning strategies
- imbalanced data classification
- labeled data
- relevance feedback
- training set
- genetic algorithm
- fault diagnosis
- self organizing maps
- maximum likelihood
- recurrent neural networks
- supervised learning
- training process
- batch mode
- learning process
- training data