Methodics of data preprocessing in problem of sequential analysis

A data preprocessing technique for sequential analysis is described. It is outlined and experimentally demonstrated the problems of this field of data mining: noisy data, alphabet redundancy, eventual presence of cyclic repeats. It is proposed the solution of these problems, effectivity of which is...

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Bibliographic Details
Date:2017
Main Authors: Moldavskaya, A. V., Ruvinskaya, V. M.
Format: Article
Language:Russian
Published: Інститут проблем реєстрації інформації НАН України 2017
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Online Access:http://drsp.ipri.kiev.ua/article/view/126492
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Journal Title:Data Recording, Storage & Processing

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Data Recording, Storage & Processing
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Summary:A data preprocessing technique for sequential analysis is described. It is outlined and experimentally demonstrated the problems of this field of data mining: noisy data, alphabet redundancy, eventual presence of cyclic repeats. It is proposed the solution of these problems, effectivity of which is shown experimentally.