{"id":"https://openalex.org/W4401522545","doi":"https://doi.org/10.1007/978-981-97-5934-7_15","title":"Forecasting WTI & Brent Crude Oil Price Using LSTM, Prophet and XGBoost \u2013 Comparative Analysis","display_name":"Forecasting WTI & Brent Crude Oil Price Using LSTM, Prophet and XGBoost \u2013 Comparative Analysis","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4401522545","doi":"https://doi.org/10.1007/978-981-97-5934-7_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-97-5934-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5934-7_15","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5011582662","display_name":"Krzysztof Zi\u00f3\u0142kowski","orcid":"https://orcid.org/0000-0002-2786-3004"},"institutions":[{"id":"https://openalex.org/I4210102184","display_name":"WSB Merito University in Gda\u0144sk","ror":"https://ror.org/01arx1p46","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210102184"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Krzysztof Zi\u00f3\u0142kowski","raw_affiliation_strings":["WSB Merito University Gda\u0144sk, Aleja Grunwaldzka 238A, 80-266, Gdansk, Poland"],"raw_orcid":"https://orcid.org/0000-0002-2786-3004","affiliations":[{"raw_affiliation_string":"WSB Merito University Gda\u0144sk, Aleja Grunwaldzka 238A, 80-266, Gdansk, Poland","institution_ids":["https://openalex.org/I4210102184"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011582662"],"corresponding_institution_ids":["https://openalex.org/I4210102184"],"apc_list":null,"apc_paid":null,"fwci":12.5495,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.98238635,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"171","last_page":"181"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10438","display_name":"Energy, Environment, Economic Growth","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/crude-oil","display_name":"Crude oil","score":0.5643913745880127},{"id":"https://openalex.org/keywords/brent-crude","display_name":"Brent Crude","score":0.5071980953216553},{"id":"https://openalex.org/keywords/west-texas-intermediate","display_name":"West Texas Intermediate","score":0.4673215448856354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3768230974674225},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.17827996611595154},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10364755988121033}],"concepts":[{"id":"https://openalex.org/C2987168347","wikidata":"https://www.wikidata.org/wiki/Q22656","display_name":"Crude oil","level":2,"score":0.5643913745880127},{"id":"https://openalex.org/C68593654","wikidata":"https://www.wikidata.org/wiki/Q1270246","display_name":"Brent Crude","level":3,"score":0.5071980953216553},{"id":"https://openalex.org/C70784835","wikidata":"https://www.wikidata.org/wiki/Q1049071","display_name":"West Texas Intermediate","level":3,"score":0.4673215448856354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3768230974674225},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.17827996611595154},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10364755988121033}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-97-5934-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-97-5934-7_15","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1997250767","https://openalex.org/W2066326977","https://openalex.org/W2295598076","https://openalex.org/W2766900003","https://openalex.org/W3118147777","https://openalex.org/W3121099778","https://openalex.org/W3121346496","https://openalex.org/W3204545609","https://openalex.org/W4206066123","https://openalex.org/W4220736439","https://openalex.org/W4283793974","https://openalex.org/W4285125181","https://openalex.org/W4311879130","https://openalex.org/W4312993594","https://openalex.org/W4380792889"],"related_works":["https://openalex.org/W4239214666","https://openalex.org/W4318777781","https://openalex.org/W4399653605","https://openalex.org/W4256524891","https://openalex.org/W208492209","https://openalex.org/W4284959235","https://openalex.org/W2614046859","https://openalex.org/W3017776255","https://openalex.org/W2294030447","https://openalex.org/W3046116902"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-20T08:49:12.498775","created_date":"2025-10-10T00:00:00"}