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Article information
2013 , Volume 18, Special issue, p.12-20
Zagoruiko N.G., Borisova I.A., Kutnenko O.A., Levanov D.A.
Process of discovering patterns in experimental data sets
The paper presents methods for discovering patterns hidden in the experimental data sets. The methods are based on the construction of a compressed description of these data and removal the anomalous data. In this case the observations are presented in a compact form, which are convenient for interpretability by a human expert and for solving classical Data Mining problems.
[full text]
Keywords: Data Mining, patterns discovering, feature selection, censoring, rival similarity
Author(s):
Zagoruiko Nikolay Grigoryevich
Dr. , Professor
Position: Head of Laboratory
Office: Sobolev Institute of Mathematics SB RAS
Address: 630090, Russia, Novosibirsk, Acad. Koptyug avenue 4
Phone Office: (383)363 46 83
E-mail: zag@math.nsc.ru
Borisova Irina Artemovna
PhD.
Position: Senior Research Scientist
Office: Sobolev Institute of Mathematics SB RAS
Address: 630090, Russia, Novosibirsk, Acad. Koptyug avenue 4
Phone Office: (383)36-34-671
E-mail: biamia@mail.ru
Kutnenko Olga Andreevna
PhD. , Associate Professor
Position: Senior Research Scientist
Office: Sobolev Institute of Mathematics Siberian Branch Russian Academy of Sciences
Address: 630090, Russia, Novosibirsk, 4, Acad. Koptyug Avenue
E-mail: olga@math.nsc.ru
SPIN-code: 7600-1424Levanov Dmitry Alexandrovich
Position: Student
Office: Sobolev Institute of Mathematics SB RAS
Address: 630090, Russia, Novosibirsk, 4 Acad. Koptyug avenue
E-mail: levanov@gmail.com
Bibliography link:
Zagoruiko N.G., Borisova I.A., Kutnenko O.A., Levanov D.A. Process of discovering patterns in experimental data sets // Computational technologies. 2013. V. 18. «Proceedings of Russian conference «Industrial Information Systems – 2013». P. 12-20
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