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 |