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An Application of Data Mining and Knowledge Discovery Process in the Field of Natural Gas Exploration

dc.authorid Tolun, Mehmet Resit/0000-0002-8478-7220
dc.authorscopusid 57217411476
dc.authorscopusid 6603446979
dc.authorscopusid 12805511000
dc.authorwosid Acar, Mehmet/B-3578-2017
dc.authorwosid Elbasi, Ersin/Aad-9077-2020
dc.authorwosid Tolun, Mehmet Resit/Kcj-5958-2024
dc.contributor.author Acar, M.A.
dc.contributor.author Tolun, M.R.
dc.contributor.author Elbaşi, E.
dc.date.accessioned 2025-05-13T13:30:37Z
dc.date.available 2025-05-13T13:30:37Z
dc.date.issued 2014
dc.department Çankaya University en_US
dc.department-temp Acar M.A., Dept. of Computer Engineering, Çankaya University, Ankara, Turkey; Tolun M.R., Dept. of Electrics and Electronics Engineering, Aksaray University, Aksaray, Turkey; Elbaşi E., TUBITAK, Ankara, Turkey en_US
dc.description Chevron; EMC2; et al.; itkz; MIKRO Information Handling and Distribution FZE; Thomson Reuters en_US
dc.description Tolun, Mehmet Resit/0000-0002-8478-7220 en_US
dc.description.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. en_US
dc.description.woscitationindex Conference Proceedings Citation Index - Science
dc.identifier.doi 10.1109/ICAICT.2014.7035957
dc.identifier.endpage 257 en_US
dc.identifier.isbn 9781479941209
dc.identifier.issn 2378-8232
dc.identifier.scopus 2-s2.0-84988286107
dc.identifier.scopusquality N/A
dc.identifier.startpage 252 en_US
dc.identifier.uri https://doi.org/10.1109/ICAICT.2014.7035957
dc.identifier.uri https://hdl.handle.net/20.500.12416/9908
dc.identifier.wos WOS:000392725100058
dc.identifier.wosquality N/A
dc.language.iso en en_US
dc.publisher Institute of Electrical and Electronics Engineers Inc. en_US
dc.relation.ispartof 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 en_US
dc.relation.ispartofseries International Conference on Application of Information and Communication Technologies
dc.relation.publicationcategory Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/closedAccess en_US
dc.scopus.citedbyCount 2
dc.subject Data Mining en_US
dc.subject Knowledge Discovery en_US
dc.subject Natural Gas Exploration en_US
dc.subject Oil & Gas en_US
dc.title An Application of Data Mining and Knowledge Discovery Process in the Field of Natural Gas Exploration en_US
dc.type Conference Object en_US
dc.wos.citedbyCount 0
dspace.entity.type Publication

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