Proceedings of ISP RAS


Periodic event sets detection in temporal databases.

Ekaterina Ivannikova.

Abstract

Temporal data regularity is an important data property that can be used in different applications. Such regularity is explored in the field of periodic pattern mining. In this paper, we raise a problem of periodic sets detection and suggest the method for its solution. The existing algorithms for the periodic event mining are considered in detail and a new approach is proposed in the paper. The comparison of the algorithms and their performance are demonstrated through a series of experiments.

Keywords

periodic set; pattern mining; temporal mining; data regularity

Edition

Proceedings of the Institute for System Programming, vol. 23, 2012, pp. 307-322.

ISSN 2220-6426 (Online), ISSN 2079-8156 (Print).

DOI: 10.15514/ISPRAS-2012-23-18

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