{"id":"https://openalex.org/W2966178803","doi":"https://doi.org/10.1145/3330482.3330504","title":"Methods of Neural Network Analysis of Oilfield Data","display_name":"Methods of Neural Network Analysis of Oilfield Data","publication_year":2019,"publication_date":"2019-04-19","ids":{"openalex":"https://openalex.org/W2966178803","doi":"https://doi.org/10.1145/3330482.3330504","mag":"2966178803"},"language":"en","primary_location":{"id":"doi:10.1145/3330482.3330504","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3330482.3330504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059308026","display_name":"Iakov Korovin","orcid":"https://orcid.org/0000-0001-5192-8835"},"institutions":[{"id":"https://openalex.org/I137534880","display_name":"Southern Federal University","ror":"https://ror.org/01tv9ph92","country_code":"RU","type":"education","lineage":["https://openalex.org/I137534880"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Iakov Korovin","raw_affiliation_strings":["Southern Federal University, Taganrog, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Federal University, Taganrog, Russia","institution_ids":["https://openalex.org/I137534880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054966408","display_name":"Maxim Khisamutdinov","orcid":null},"institutions":[{"id":"https://openalex.org/I137534880","display_name":"Southern Federal University","ror":"https://ror.org/01tv9ph92","country_code":"RU","type":"education","lineage":["https://openalex.org/I137534880"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Maxim Khisamutdinov","raw_affiliation_strings":["Southern Federal University, Taganrog, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Federal University, Taganrog, Russia","institution_ids":["https://openalex.org/I137534880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007236050","display_name":"Donat Ivanov","orcid":"https://orcid.org/0000-0002-2221-0231"},"institutions":[{"id":"https://openalex.org/I137534880","display_name":"Southern Federal University","ror":"https://ror.org/01tv9ph92","country_code":"RU","type":"education","lineage":["https://openalex.org/I137534880"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Donat Ivanov","raw_affiliation_strings":["Southern Federal University, Taganrog, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Southern Federal University, Taganrog, Russia","institution_ids":["https://openalex.org/I137534880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I137534880"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12140436,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"49","last_page":"54"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9930999875068665,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.9822999835014343,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.8497458696365356},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7760874032974243},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5725077986717224},{"id":"https://openalex.org/keywords/oil-field","display_name":"Oil field","score":0.5133925676345825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48623648285865784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4844929873943329},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.4598589241504669},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.4309285283088684},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32440948486328125},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.17959755659103394},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12430673837661743},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07542034983634949}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8497458696365356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7760874032974243},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5725077986717224},{"id":"https://openalex.org/C2776364302","wikidata":"https://www.wikidata.org/wiki/Q1845437","display_name":"Oil field","level":2,"score":0.5133925676345825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48623648285865784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4844929873943329},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.4598589241504669},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.4309285283088684},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32440948486328125},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.17959755659103394},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12430673837661743},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07542034983634949},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3330482.3330504","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3330482.3330504","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 5th International Conference on Computing and Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321079","display_name":"Russian Foundation for Basic Research","ror":"https://ror.org/02mh1ke95"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W620569559","https://openalex.org/W1966638383","https://openalex.org/W1997554835","https://openalex.org/W2016879831","https://openalex.org/W2042479541","https://openalex.org/W2091551997","https://openalex.org/W2141200610","https://openalex.org/W2236623899","https://openalex.org/W2242243190","https://openalex.org/W2293078015","https://openalex.org/W2557838606","https://openalex.org/W2564610635","https://openalex.org/W2567335883","https://openalex.org/W2586460520","https://openalex.org/W2606361679","https://openalex.org/W2762586417","https://openalex.org/W2768387337","https://openalex.org/W2791556421","https://openalex.org/W2794440919","https://openalex.org/W2798286827","https://openalex.org/W2798521654","https://openalex.org/W2896556344","https://openalex.org/W2940546391","https://openalex.org/W4301455501","https://openalex.org/W6697139924","https://openalex.org/W6745257752"],"related_works":["https://openalex.org/W2354938404","https://openalex.org/W2149846955","https://openalex.org/W1584270863","https://openalex.org/W2603525251","https://openalex.org/W2085961337","https://openalex.org/W1595652908","https://openalex.org/W2375446027","https://openalex.org/W2357447513","https://openalex.org/W127966330","https://openalex.org/W2369662652"],"abstract_inverted_index":{"The":[0],"article":[1],"proposes":[2],"methods":[3,21],"for":[4,16,22,29],"neural":[5,13,42],"network":[6,14,43],"analysis":[7],"of":[8,35],"oilfield":[9],"data,":[10],"including":[11],"the":[12,19,33],"method":[15],"quickly":[17],"determining":[18],"recommended":[20],"enhanced":[23],"oil":[24],"recovery.":[25],"A":[26],"general":[27],"algorithm":[28,44],"estimating":[30],"and":[31,39],"predicting":[32],"parameters":[34],"a":[36,40],"digital":[37],"field":[38],"working":[41],"are":[45],"given.":[46]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}