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Inductive Inference: Theory and Methods

ACM Computing Surveys, 15(3): 237-269, 1983.
Authors: Dana Angluin and Carl H. Smith
URL: http://portal.acm.org/citation.cfm?id=356918
Tags: induction
Abstract: There has been a great deal of theoretical and experimental work in computer science on inductive inference systems, that is, systems that try to infer general rules from examples. However, a complete and applicable theory of such systems is still a distant goal. This survey highlights and explains the main ideas that have been developed in the study of inductive inference, with special emphasis on the relations between the general theory and the specific algorithms and implementations.
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@article{Angluin:1983,
title = {Inductive Inference: Theory and Methods},
author = {Dana Angluin and Carl H. Smith},
journal = {ACM Computing Surveys},
number = {3},
pages = {237-269},
url = {http://portal.acm.org/citation.cfm?id=356918},
volume = {15},
year = {1983},
abstract = {There has been a great deal of theoretical and experimental work in computer science on inductive inference systems, that is, systems that try to infer general rules from examples. However, a complete and applicable theory of such systems is still a distant goal. This survey highlights and explains the main ideas that have been developed in the study of inductive inference, with special emphasis on the relations between the general theory and the specific algorithms and implementations.},
keywords = {induction }
}