Incremental Knowledge Acquisition with Selective Active Learning.
Batbold MyagmarjavMohan SridharanPublished in: AAMAS (2015)
Keyphrases
- active learning
- incremental knowledge acquisition
- knowledge acquisition
- rough sets
- document classification
- ripple down rules
- supervised learning
- machine learning
- learning algorithm
- semi supervised
- selective sampling
- random sampling
- semi supervised learning
- pool based active learning
- text categorization
- learning strategies
- unlabeled data
- inductive learning
- learning process
- training set
- experimental design
- expert systems
- data mining
- knowledge representation
- data sets
- training examples
- batch mode
- knowledge base
- active learning strategies
- information retrieval