METHODS FOR RECOGNITION AND PREDICTION BASED ON THE VOTING PROCEDURESстатья
Статья опубликована в журнале из списка RSCI Web of Science
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Статья опубликована в журнале из списка Web of Science и/или Scopus
Дата последнего поиска статьи во внешних источниках: 8 января 2017 г.
Местоположение издательства:Road Town, United Kingdom
Первая страница:713
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Аннотация:The algorithms for pattern recognition and prediction based on the procedures of voting over the systems of logical regularities are considered. A logical regularity is defined as a certain subdomain in a multidimensional space of prognostic variables; the objects of one of the classes to be recognized are assumed to be prevalent in such a subdomain. The methods aimed at searching for the logical regularities and based on performing the optimal partitions of the domains of admissible values of individual features and on the search for optimal neighborhoods of standards from the learning sample in the subspaces of feature descriptions are considered. The methods for constructing the voting procedure (including the method based on optimization of the likelihood function of a special type) are discussed.