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Author Kochen, M.
Source ACM Digital Library
Content type Text
Publisher Association for Computing Machinery (ACM)
File Format PDF
Language English
Subject Keyword Automatic classification ♦ Non-exhaustive searching ♦ Minimization of switching circuits ♦ Cognitive mechanisms ♦ Computer programs for concept formation ♦ Pattern identification
Abstract An algorithm for finding the characterization of a class of objects on the basis of a randomly ordered sequence of labeled individual objects—some members of the class, some not—is described. The class is characterized as a disjunction of terms, each term being a conjunction of attributes. “All red, round objects or all square, small objects” is an example. Mechanisms based on this algorithm are described in terms of such properties as the amount of storage available for recording instances and the number of instances which had to be examined until the class was first guessed.
Description Affiliation: IBM Research Center, Yorktown, NY (Kochen, M.)
Age Range 18 to 22 years ♦ above 22 year
Educational Use Research
Education Level UG and PG
Learning Resource Type Notes
Publisher Date 2005-08-01
Publisher Place New York
Journal Communications of the ACM (CACM)
Volume Number 4
Issue Number 7
Page Count 2
Starting Page 323
Ending Page 324

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Source: ACM Digital Library