An application of data mining and knowledge discovery process in the field of natural gas exploration

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dc.contributor.authorAcar, Mehmet Akif
dc.contributor.authorTolun, Mehmet R.
dc.contributor.authorElbaşı, Ersin
dc.date.accessioned13.07.201910:50:10
dc.date.accessioned2019-07-16T08:22:34Z
dc.date.available13.07.201910:50:10
dc.date.available2019-07-16T08:22:34Z
dc.date.issued2014
dc.departmentMühendislik Fakültesi
dc.descriptionChevron;EMC2;et al.;itkz;MIKRO Information Handling and Distribution FZE;Thomson Reuters
dc.description8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 -- 15 October 2014 through 17 October 2014 -- -- 112596
dc.description.abstractNatural 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.
dc.identifier.doi10.1109/ICAICT.2014.7035957
dc.identifier.isbn9781479941209
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://dx.doi.org/10.1109/ICAICT.2014.7035957
dc.identifier.urihttps://hdl.handle.net/20.500.12451/2594
dc.identifier.wosqualityN/A
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 - Conference Proceedings
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectData Mining
dc.subjectKnowledge Discovery
dc.subjectNatural Gas Exploration
dc.subjectOil & Gas
dc.titleAn application of data mining and knowledge discovery process in the field of natural gas exploration
dc.typeConference Object

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