Probabilistic Active Learning in Datastreams.
Daniel KottkeGeorg KremplMyra SpiliopoulouPublished in: IDA (2015)
Keyphrases
- active learning
- learning strategies
- bayesian networks
- generative model
- information retrieval
- context sensitive
- learning process
- hidden markov models
- probabilistic model
- learning algorithm
- machine learning
- random sampling
- active learning strategies
- unlabeled data
- training examples
- uncertain data
- probabilistic logic
- remote sensing data
- selective sampling
- spatio temporal patterns
- sample selection
- music emotion classification