Knowledge acquisition by encoding expert rules versus computer induction from examples: a case study involving soybean pathology

International Journal of Man-Machine Studies

Volumn 12, Issue 1, 1980, Pages 63-87

  Michalski, R S ^a   Chilausky, R L ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER; COMPUTER ANALYSIS; PLANT;

EID: 0018853176     PISSN: 00207373     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0020-7373(80)80054-X     Document Type: Article

References (19)

1. On the epistemological status of semantic networks
2. Dendral and meta-dendral, their applications dimension
3. Production rules as a representation for a knowledge-based consultation program
4. Application of meta level knowledge to the construction, maintenance and use of large knowledge bases
5. Learning and generalization of characteristic descriptions: evaluation critera and comparative review of selected methods
6. Development of the PROSPECTOR consultation system for mineral exploration
7. An inference matching technique for inducing abstractions
8. Problems in the design of knowledge bases for medical consultation
9. Artificial Intelligence approaches to medical consultation
10. A geometrical model for the synthesis of internal covers
11. 1
12. Synthesis of optimal and quasi-optimal variable-valued logic formulas
13. Pattern recognition as knowledge-guided computer induction
14. 1 hypothesis: the underlying methodology and the descriptions of programs ESEL and AQ11
15. An experimental comparison of several many-valued logic inference techniques in the context of computer diagnosis of soybean diseases
16. Version spaces: a candidate elimination approach to rule learning
17. INTERNIST: A consultative diagnostic program in internal medicine