Knowledge acquisition by encoding expert rules versus computer induction from examples: a case study involving soybean pathology.
Ryszard S. MichalskiR. L. ChilauskyPublished in: Int. J. Hum. Comput. Stud. (1999)
Keyphrases
- knowledge acquisition
- domain experts
- knowledge from domain experts
- inductive learning
- ripple down rules
- knowledge engineers
- induction algorithms
- rule induction
- knowledge base
- expert knowledge
- expert systems
- human experts
- acquired knowledge
- case study
- procedural knowledge
- machine learning
- explanation based learning
- decision trees
- test bed
- computer programs
- counter examples
- learned rules
- classification rules
- knowledge based systems
- knowledge representation
- domain knowledge
- computer systems
- training examples
- incremental knowledge acquisition
- continuous valued attributes
- neural network
- fractal image compression
- active learning
- subgroup discovery
- domain specific
- data sets
- vector quantization