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Industrial Automatic Control Systems and Controllers

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Algorithm of Detecting Similar Records in Data Storages
D.S. Smirnov, V.A. Ivanov, M.U. Konishev, A.A. Dvilyansky

The paper discusses the problem of having similar records in data storages, provides an overview of existing approaches to their detection. It is revealed that the known approaches in the fi eld of detection of such records do not allow to solve the problem with a high probability of detection, therefore, an approach is proposed based on the use of statistical decision criteria for detecting records with similar statistical properties. On its basis, an algorithm is developed that provides a significant increase in the probability of detecting such records in data storages.
Keywords: data storage; similar records; probability of detection; binary random sequence; Markov chain; Euclidean metric.

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Pp. 50-57.

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