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- Title
Principles of induction and approaches to attribute based induction.
- Authors
Kalkanis, G.; Conroy, G. V.
- Abstract
This paper presents a survey of machine induction, studied mainly from the field of artificial intelligence, but also from the fields of pattern recognition and cognitive psychology. The paper consists of two parts: Part I discusses the basic principles and features of the machine induction process; Part II uses these principles and features to review and criticize the major supervised attribute-based induction methods. Attribute-based induction has been chosen because it is the most commonly used inductive approach in the development of expert systems and pattern recognition models.
- Publication
Knowledge Engineering Review, 1991, Vol 6, Issue 4, p307
- ISSN
0269-8889
- Publication type
Article
- DOI
10.1017/S0269888900005920