An Application of Data Mining and Knowledge Discovery Process in the Field of Natural Gas Exploration
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Date
2014
Authors
Journal Title
Journal ISSN
Volume Title
Publisher
Institute of Electrical and Electronics Engineers Inc.
Open Access Color
Green Open Access
Yes
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Publicly Funded
No
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Average
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Average
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Average
Abstract
Natural gas exploration has been shifting significantly in the last decades with the progression of new ingenious technologies. However, such technologies generates large amount of data sets and handling of them create problems such as interpretation of data. To solve such problems Data Mining techniques could be used. This work includes the application procedure of Data Mining and Knowledge Discovery to Natural Gas Well Log data using a set of algorithms and a decent Data Mining tool. And the success of each algorithm in terms of the amount of useful rules is compared.
Description
Chevron; EMC2; et al.; itkz; MIKRO Information Handling and Distribution FZE; Thomson Reuters
Tolun, Mehmet Resit/0000-0002-8478-7220
Tolun, Mehmet Resit/0000-0002-8478-7220
ORCID
Keywords
Data Mining, Knowledge Discovery, Natural Gas Exploration, Oil & Gas, Natural Gas Exploration, Data Mining, Oil & Gas, Knowledge Discovery
Fields of Science
01 natural sciences, 0105 earth and related environmental sciences
Citation
WoS Q
N/A
Scopus Q
N/A
OpenCitations Citation Count
1
Source
8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 - Conference Proceedings -- 8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 -- 15 October 2014 through 17 October 2014 -- Astana -- 112596
Volume
Issue
Start Page
252
End Page
257
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Scopus : 2
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