Loginov D.V.

loginovdv@gmail.com



Graduated from Moscow Institute of Oil and Gas, specialization «applied mathematics» (1990).
Head of Department of JSC «Central Geophysical Expedition», Moscow, Russia.
Has 16 published works.
Research interests: data analysis, neural networks.
Economy, information technology, resource management
Section editor – PhD in economics Krasnov O.S.
Article # 3_2010 submitted on 12/14/2009 displayed on website on 03/10/2010
12 p.
pdf  Some methods of determining an informative set of seismic attributes for forecasting reservoir properties
The application of statistical and neural network methods for determining an informative set of seismic attributes for efficient solving the problems of forecasting the filtration-capacity properties of reservoir rocks is considered. The description of these methods, the technique of their application and approbation and also a comparative analysis of the received results are given. /
Key words: comparative analysis, seismic attribute, method of basic components, method of basic factors, algorithm of importance estimation, map of forecast parameter, multi-layer neural network, trust interval.
article citation Loginov D.V., Lavrik S.A. Some methods of determining an informative set of seismic attributes for forecasting reservoir properties // Neftegazovaya Geologiya. Teoriya I Praktika. – 2010. - V.5. - #1.- http://www.ngtp.ru/rub/3/3_2010.pdf