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Article information
2012 , Volume 17, ¹ 5, p.12-22
Berikov V.B., Pestunov I.A., Gerasimov M.K.
Analysis of heterogeneous time series collection using logical decision functions
Algorithms for analysis of a collection of multidimensional heterogeneous time series are developed. The algorithms are based on logical decision functions (decision trees). The algorithm for the construction of a collective decision using a set of different trees is suggested. Efficiency of the method is investigated on the applied problem of the analysis of influence of the environmental factors on the tick-borne encephalitis morbidity.
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Keywords: multidimensional heterogeneous time series, logical decision functions, collective decision, tick-borne encephalitis
Author(s):
Berikov Vladimir Borisovich
Dr. , Associate Professor
Position: General Scientist
Office: Sobolev Institute of mathematics Siberian Branch of Russian Academy of Science
Address: 630090, Russia, Novosibirsk, 4, Acad. Koptyug Avenue
Phone Office: (383) 3333291
E-mail: berikov@math.nsc.ru
SPIN-code: 8108-2591Pestunov Igor Alekseevich
PhD. , Associate Professor
Position: Leading research officer
Office: Federal Research Center for Information and Computational Technologies
Address: 630090, Russia, Novosibirsk, Ac. Lavrentiev ave., 6
Phone Office: (383) 334-91-55
E-mail: pestunov@ict.nsc.ru
SPIN-code: 9159-3765Gerasimov Maxim Konstantinovi
Position: Leader Expert
Office: Institute of Mathematics SB RAS
Address: 630090, Russia, Novosibirsk, Koptyug St., bl.4
Phone Office: (383) 3634667
E-mail: max_post@ngs.ru
Bibliography link:
Berikov V.B., Pestunov I.A., Gerasimov M.K. Analysis of heterogeneous time series collection using logical decision functions // Computational technologies. 2012. V. 17. ¹ 5. P. 12-22
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