A self-optimizing approach for knowledge acquisition with adaptively incremental sampling.
Dan PanQilun ZhengJing-Song HuGuihua WenPublished in: SMC (2001)
Keyphrases
- knowledge acquisition
- ripple down rules
- incremental knowledge acquisition
- knowledge based systems
- expert systems
- knowledge base
- inductive learning
- incremental learning
- machine learning
- sampling strategies
- random sampling
- domain experts
- ontology construction
- parameter space
- rough sets
- knowledge representation
- sampling algorithm
- sampling methods
- monte carlo
- procedural knowledge
- incremental clustering
- database
- sample size
- data streams
- information retrieval
- data sets
- sparse sampling
- real time