{"id":"https://openalex.org/W4206006017","doi":"https://doi.org/10.1007/s10489-021-03013-x","title":"Forecasting the abnormal events at well drilling with machine learning","display_name":"Forecasting the abnormal events at well drilling with machine learning","publication_year":2022,"publication_date":"2022-01-10","ids":{"openalex":"https://openalex.org/W4206006017","doi":"https://doi.org/10.1007/s10489-021-03013-x"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-021-03013-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-03013-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2203.05378","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001095985","display_name":"Ekaterina Gurina","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165827","display_name":"Skolkovo Foundation","ror":"https://ror.org/05qj99v29","country_code":"RU","type":"nonprofit","lineage":["https://openalex.org/I4210165827"]},{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Ekaterina Gurina","raw_affiliation_strings":["Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","institution_ids":["https://openalex.org/I4210165827"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066231807","display_name":"Nikita Klyuchnikov","orcid":"https://orcid.org/0000-0001-5065-4000"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I4210165827","display_name":"Skolkovo Foundation","ror":"https://ror.org/05qj99v29","country_code":"RU","type":"nonprofit","lineage":["https://openalex.org/I4210165827"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Nikita Klyuchnikov","raw_affiliation_strings":["Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","institution_ids":["https://openalex.org/I4210165827"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006962323","display_name":"Ksenia Antipova","orcid":"https://orcid.org/0009-0009-4248-350X"},"institutions":[{"id":"https://openalex.org/I4210165827","display_name":"Skolkovo Foundation","ror":"https://ror.org/05qj99v29","country_code":"RU","type":"nonprofit","lineage":["https://openalex.org/I4210165827"]},{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Ksenia Antipova","raw_affiliation_strings":["Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","institution_ids":["https://openalex.org/I4210165827"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018473994","display_name":"Dmitry Koroteev","orcid":"https://orcid.org/0000-0002-5353-5688"},"institutions":[{"id":"https://openalex.org/I125989756","display_name":"Skolkovo Institute of Science and Technology","ror":"https://ror.org/03f9nc143","country_code":"RU","type":"education","lineage":["https://openalex.org/I125989756"]},{"id":"https://openalex.org/I4210165827","display_name":"Skolkovo Foundation","ror":"https://ror.org/05qj99v29","country_code":"RU","type":"nonprofit","lineage":["https://openalex.org/I4210165827"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Dmitry Koroteev","raw_affiliation_strings":["Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Petroleum, Skolkovo Innovation Center, 121205, Moscow, Russia","institution_ids":["https://openalex.org/I4210165827"]},{"raw_affiliation_string":"Skolkovo Institute of Science and Technology (Skoltech), 121205, Moscow, Russia","institution_ids":["https://openalex.org/I125989756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5001095985"],"corresponding_institution_ids":["https://openalex.org/I125989756","https://openalex.org/I4210165827"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.0809,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.90815961,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"52","issue":"9","first_page":"9980","last_page":"9995"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10892","display_name":"Drilling and Well Engineering","score":0.991599977016449,"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/T10892","display_name":"Drilling and Well Engineering","score":0.991599977016449,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9800000190734863,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9725000262260437,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/drilling","display_name":"Drilling","score":0.8844495415687561},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6399918794631958},{"id":"https://openalex.org/keywords/measurement-while-drilling","display_name":"Measurement while drilling","score":0.4984426498413086},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.48689451813697815},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.482665091753006},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46179628372192383},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.44140303134918213},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4103662669658661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.404651939868927},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.3734988570213318},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28883957862854004},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21712300181388855},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1396476924419403}],"concepts":[{"id":"https://openalex.org/C25197100","wikidata":"https://www.wikidata.org/wiki/Q890886","display_name":"Drilling","level":2,"score":0.8844495415687561},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6399918794631958},{"id":"https://openalex.org/C42222113","wikidata":"https://www.wikidata.org/wiki/Q890894","display_name":"Measurement while drilling","level":3,"score":0.4984426498413086},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.48689451813697815},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.482665091753006},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46179628372192383},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.44140303134918213},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4103662669658661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.404651939868927},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.3734988570213318},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28883957862854004},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21712300181388855},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1396476924419403},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10489-021-03013-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-021-03013-x","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2203.05378","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.05378","pdf_url":"https://arxiv.org/pdf/2203.05378","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2203.05378","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.05378","pdf_url":"https://arxiv.org/pdf/2203.05378","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W119403003","https://openalex.org/W1978371851","https://openalex.org/W1981982281","https://openalex.org/W2034450764","https://openalex.org/W2056636001","https://openalex.org/W2094558706","https://openalex.org/W2102201884","https://openalex.org/W2106595237","https://openalex.org/W2122646361","https://openalex.org/W2157825442","https://openalex.org/W2209100941","https://openalex.org/W2295100167","https://openalex.org/W2402972623","https://openalex.org/W2551393996","https://openalex.org/W2752432857","https://openalex.org/W2783323081","https://openalex.org/W2784332447","https://openalex.org/W2794714718","https://openalex.org/W2892035503","https://openalex.org/W2914176825","https://openalex.org/W2964049638","https://openalex.org/W2973652039","https://openalex.org/W2976724715","https://openalex.org/W2995015263","https://openalex.org/W3016987853","https://openalex.org/W3024527458","https://openalex.org/W3082273512","https://openalex.org/W3098745759","https://openalex.org/W3102303071","https://openalex.org/W3105580002","https://openalex.org/W3109045271","https://openalex.org/W3132430937","https://openalex.org/W3134889256","https://openalex.org/W3164235831"],"related_works":["https://openalex.org/W2921163158","https://openalex.org/W4235694109","https://openalex.org/W2353331960","https://openalex.org/W2385945129","https://openalex.org/W2373855248","https://openalex.org/W2006055952","https://openalex.org/W270273641","https://openalex.org/W2995617783","https://openalex.org/W2350160718","https://openalex.org/W3022992844"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-07T08:38:57.713557","created_date":"2025-10-10T00:00:00"}