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Intelligent systems. Theory and applications, 2016, Volume 20, Issue 2, Pages 121–146
(Mi ista129)
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This article is cited in 4 scientific papers (total in 4 papers)
Attribute-efficient learning functions of k-valued logic
A. V. Bistrigova Lomonosov Moscow State University
Abstract:
An attribute-efficient learning linear functions of k-valued logic in exact learning model is considered in this work. Here we obtain the upper and lower bounds for two types of queries: value queries and comparative queries. Also the complexity of learning linear boolean functions of 2 or 3 relevant variables was obtained. The order of complexity of learning functions was obtained for both types of queries when the number of variables tends to infinity.
Keywords:
exact learning, linear functions of k-valued logic, value queries, comparative queries.
Citation:
A. V. Bistrigova, “Attribute-efficient learning functions of k-valued logic”, Intelligent systems. Theory and applications, 20:2 (2016), 121–146
Linking options:
https://www.mathnet.ru/eng/ista129 https://www.mathnet.ru/eng/ista/v20/i2/p121
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