The experimental evaluation of knowledge acquisition techniques and methods: history, problems and new directions.
Nigel ShadboltKieron O'HaraLouise CrowPublished in: Int. J. Hum. Comput. Stud. (1999)
Keyphrases
- experimental evaluation
- knowledge acquisition
- significant improvement
- difficult problems
- benchmark datasets
- problems in computer vision
- expert systems
- computational cost
- search methods
- neural network
- methods can be applied
- integer linear programming
- qualitative and quantitative
- knowledge representation
- data sets
- empirical studies
- rough sets
- semi automatic
- machine learning methods
- statistical methods
- high dimensional
- numerical methods
- preprocessing
- image segmentation
- synthetic and real datasets
- methods require
- machine learning