An application of data mining and knowledge discovery process in the field of natural gas exploration
Yükleniyor...
Tarih
2014
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
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.
Açıklama
Chevron;EMC2;et al.;itkz;MIKRO Information Handling and Distribution FZE;Thomson Reuters
8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 -- 15 October 2014 through 17 October 2014 -- -- 112596
8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 -- 15 October 2014 through 17 October 2014 -- -- 112596
Anahtar Kelimeler
Data Mining, Knowledge Discovery, Natural Gas Exploration, Oil & Gas
Kaynak
8th IEEE International Conference on Application of Information and Communication Technologies, AICT 2014 - Conference Proceedings
WoS Q Değeri
N/A
Scopus Q Değeri
N/A
