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The analysis of sample objects on the basis of d-triangulation method in problems of oil and gas deposits prognostication

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Authors: Ye.P. Zatsepin, Assistant of the Geoinformation Systems Department of the State Higher Educational Institution “National Mining University”, Dnipropetrovsk, Ukraine

The solution of the problem of the sample objects analysis on the basis of 3D-triangulation method is presented. The method uses the approaches of multidimensional scaling. The possibility of qualitative preservation of geometrical structure of multidimensional space objects in three-dimensional space is examined. The method has been tested for solving of clustering problem on the territory of oil-and-gas bearing Dnieper-Donetsk cavity in the east of Ukraine.

Bibliography:

1. Jain A.K., Murty M.N., Flynn P.J. Data Clustering: A Review. ACM Computing Surveys, 1999, Vol. 31, No. 3, pp. 264-323.

2. Russian source: Zhambiu M. Iyerarkhicheskiy klaster-analiz i sootvetstviya / М. Zhambiu – М.: Finansy i statistika, 1988. – 342 p.

3. Romesburg, H. C. Cluster Analysis for Researchers. – Lulu Press, 2004, 334 p.

4. Borg, I., Groenen, P. Modern Multidimensional Scaling: theory and applications (2nd ed.): Springer-Verlag, 2005.

5. Russian source: Busygin B.S. Metod trekhmernoy triangulyatsii v zadachakh klasternogo analiza / B.S. Busygin, Ye.P. Zatsepin // Iskustvennyy intellekt. – 2010. – Vol.1 . – P. 16-24.

6. Russian source: Busygin B.S. Klasterizatsyya obektov na osnove primeneniya metoda triangulyatsii / B.S. Busygin, Ye.P. Zatsepin // Naukovyy visnyk Natsionalnogo hirnychogo universytetu. – 2006. – Vol.3. – P. 70-75.

7. Haralick R.M. Statistical and structural approaches to texture. Proceedings of the IEEE, Vol. 67, 1979.

8. Canny J.F. A computational approach to edge detection. IEEE Trans Pattern Analysis and Machine Intelligence, 8(6), 1986, P. 679-698.

9. Russian source: Atlas rodovyshch nafty i hazu Ukrainy: v 6 t. / hol. red. M. M. Ivaniuta. – Lviv: "Tsentr Yevropy", 1998. – 2342 p.

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