{"id":"https://openalex.org/W4404761556","doi":"https://doi.org/10.1007/s43069-024-00395-9","title":"A Comparative Study of Time Series, Machine Learning, and Deep Learning Models for Forecasting Global Price of Wheat","display_name":"A Comparative Study of Time Series, Machine Learning, and Deep Learning Models for Forecasting Global Price of Wheat","publication_year":2024,"publication_date":"2024-11-27","ids":{"openalex":"https://openalex.org/W4404761556","doi":"https://doi.org/10.1007/s43069-024-00395-9"},"language":"en","primary_location":{"id":"doi:10.1007/s43069-024-00395-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43069-024-00395-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210215153","display_name":"Operations Research Forum","issn_l":"2662-2556","issn":["2662-2556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research Forum","raw_type":"journal-article"},"type":"article","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/A5035467428","display_name":"Abhishek Yadav","orcid":"https://orcid.org/0000-0003-4261-1363"},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abhishek Yadav","raw_affiliation_strings":["Department of Mathematics, Amrita School of Physical Sciences, Amrita Vishwa Vidyapeetham, Coimbatore, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Amrita School of Physical Sciences, Amrita Vishwa Vidyapeetham, Coimbatore, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5035467428"],"corresponding_institution_ids":["https://openalex.org/I81556334"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":1.2345,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77091194,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9728999733924866,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9707000255584717,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5563887357711792},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5062112212181091},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.49613770842552185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4694504141807556},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.43586868047714233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43165600299835205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42806458473205566},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3375352621078491},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.0533389151096344}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5563887357711792},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5062112212181091},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.49613770842552185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4694504141807556},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.43586868047714233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43165600299835205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42806458473205566},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3375352621078491},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0533389151096344},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43069-024-00395-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s43069-024-00395-9","pdf_url":null,"source":{"id":"https://openalex.org/S4210215153","display_name":"Operations Research Forum","issn_l":"2662-2556","issn":["2662-2556"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research Forum","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:snopef:v:5:y:2024:i:4:d:10.1007_s43069-024-00395-9","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s43069-024-00395-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1588163064","https://openalex.org/W1966089218","https://openalex.org/W2011301426","https://openalex.org/W2066124661","https://openalex.org/W2095364399","https://openalex.org/W2257263437","https://openalex.org/W2271840356","https://openalex.org/W2303675556","https://openalex.org/W2346523875","https://openalex.org/W2386756279","https://openalex.org/W2488418300","https://openalex.org/W2769706810","https://openalex.org/W2792643794","https://openalex.org/W2885195348","https://openalex.org/W2914727099","https://openalex.org/W2962949934","https://openalex.org/W2964121744","https://openalex.org/W2988103020","https://openalex.org/W2996912715","https://openalex.org/W2997591727","https://openalex.org/W3007066689","https://openalex.org/W3015020719","https://openalex.org/W3017116930","https://openalex.org/W3035965352","https://openalex.org/W3099878876","https://openalex.org/W3124244907","https://openalex.org/W3134570487","https://openalex.org/W3148991373","https://openalex.org/W3174474688","https://openalex.org/W3196414579","https://openalex.org/W3199633941","https://openalex.org/W3199816789","https://openalex.org/W4226050904","https://openalex.org/W4283802155","https://openalex.org/W4285207082","https://openalex.org/W4288427501","https://openalex.org/W4289545257","https://openalex.org/W4302023696","https://openalex.org/W4313147551","https://openalex.org/W4313575291","https://openalex.org/W4379053873","https://openalex.org/W4389254611","https://openalex.org/W4392595321","https://openalex.org/W4394911479"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W1919101720","https://openalex.org/W2731899572","https://openalex.org/W4230611425","https://openalex.org/W4380075502","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}