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Data Mining in Solving Oil and Gas ProblemsNormal access

Authors: A.A. Dragunov and S.V. Chernov
Event name: Geomodel 2018
Session: Машинное обучение и многомерный анализ данных
Publication date: 10 September 2018
DOI: 10.3997/2214-4609.201802312
Organisations: EAGE
Language: Russian
Info: Extended abstract, PDF ( 521.14Kb )
Price: € 20

Cybernetic modeling (Data Mining) is widely used by TNG-Kazangeophysica LLC for 15 years. During this time, we have accumulated rich experience in solving various geological problems from geophysical, geochemical and remote studies. The article gives examples of the successful application of Data Mining in prospecting and exploration of hydrocarbon deposits. It is noted that the most appropriate use of Data Mining is in the study of "unconventional" sources of hydrocarbons, to describe which there is currently no adequate theoretical basis.

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