{"id":"https://openalex.org/W4410040574","doi":"https://doi.org/10.3390/e27050490","title":"Exploring Quantum Neural Networks for Demand Forecasting","display_name":"Exploring Quantum Neural Networks for Demand Forecasting","publication_year":2025,"publication_date":"2025-05-01","ids":{"openalex":"https://openalex.org/W4410040574","doi":"https://doi.org/10.3390/e27050490","pmid":"https://pubmed.ncbi.nlm.nih.gov/40422445"},"language":"en","primary_location":{"id":"doi:10.3390/e27050490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27050490","pdf_url":"https://www.mdpi.com/1099-4300/27/5/490/pdf?version=1746089177","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/27/5/490/pdf?version=1746089177","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081613147","display_name":"Gleydson Fernandes de Jesus","orcid":"https://orcid.org/0009-0006-9076-0012"},"institutions":[{"id":"https://openalex.org/I1329807341","display_name":"Servi\u00e7o Nacional de Aprendizagem Industrial","ror":"https://ror.org/035c3nf67","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I1329807341"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Gleydson Fernandes de Jesus","raw_affiliation_strings":["Latin America Quantum Computing Center, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0009-0006-9076-0012","affiliations":[{"raw_affiliation_string":"Latin America Quantum Computing Center, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]},{"raw_affiliation_string":"QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044008355","display_name":"Maria Helo\u00edsa Fraga da Silva","orcid":"https://orcid.org/0009-0002-9553-7988"},"institutions":[{"id":"https://openalex.org/I1329807341","display_name":"Servi\u00e7o Nacional de Aprendizagem Industrial","ror":"https://ror.org/035c3nf67","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I1329807341"]},{"id":"https://openalex.org/I2802951768","display_name":"Universidade Federal do Oeste da Bahia","ror":"https://ror.org/03raeyn57","country_code":"BR","type":"education","lineage":["https://openalex.org/I2802951768"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Maria Helo\u00edsa Fraga da Silva","raw_affiliation_strings":["Grupo de Informa\u00e7\u00e3o Qu\u00e2ntica e F\u00edsica Estat\u00edstica, Centro de Ci\u00eancias Exatas e das Tecnologias, Universidade Federal do Oeste da Bahia, Barreiras 47810-059, Bahia, Brazil","Latin America Quantum Computing Center, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0009-0002-9553-7988","affiliations":[{"raw_affiliation_string":"Grupo de Informa\u00e7\u00e3o Qu\u00e2ntica e F\u00edsica Estat\u00edstica, Centro de Ci\u00eancias Exatas e das Tecnologias, Universidade Federal do Oeste da Bahia, Barreiras 47810-059, Bahia, Brazil","institution_ids":["https://openalex.org/I2802951768"]},{"raw_affiliation_string":"Latin America Quantum Computing Center, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]},{"raw_affiliation_string":"QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008966180","display_name":"Otto Menegasso Pires","orcid":"https://orcid.org/0000-0001-5051-7241"},"institutions":[{"id":"https://openalex.org/I1329807341","display_name":"Servi\u00e7o Nacional de Aprendizagem Industrial","ror":"https://ror.org/035c3nf67","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I1329807341"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Otto Menegasso Pires","raw_affiliation_strings":["Latin America Quantum Computing Center, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5051-7241","affiliations":[{"raw_affiliation_string":"Latin America Quantum Computing Center, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]},{"raw_affiliation_string":"QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008446448","display_name":"Lucas Cruz da Silva","orcid":"https://orcid.org/0000-0002-9184-3710"},"institutions":[{"id":"https://openalex.org/I1329807341","display_name":"Servi\u00e7o Nacional de Aprendizagem Industrial","ror":"https://ror.org/035c3nf67","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I1329807341"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Cruz da Silva","raw_affiliation_strings":["Robotics Department, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-9184-3710","affiliations":[{"raw_affiliation_string":"Robotics Department, SENAI CIMATEC, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081829540","display_name":"Clebson Cruz","orcid":"https://orcid.org/0000-0003-3318-1111"},"institutions":[{"id":"https://openalex.org/I2802951768","display_name":"Universidade Federal do Oeste da Bahia","ror":"https://ror.org/03raeyn57","country_code":"BR","type":"education","lineage":["https://openalex.org/I2802951768"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Clebson dos Santos Cruz","raw_affiliation_strings":["Grupo de Informa\u00e7\u00e3o Qu\u00e2ntica e F\u00edsica Estat\u00edstica, Centro de Ci\u00eancias Exatas e das Tecnologias, Universidade Federal do Oeste da Bahia, Barreiras 47810-059, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3318-1111","affiliations":[{"raw_affiliation_string":"Grupo de Informa\u00e7\u00e3o Qu\u00e2ntica e F\u00edsica Estat\u00edstica, Centro de Ci\u00eancias Exatas e das Tecnologias, Universidade Federal do Oeste da Bahia, Barreiras 47810-059, Bahia, Brazil","institution_ids":["https://openalex.org/I2802951768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066217111","display_name":"Val\u00e9ria Loureiro da Silva","orcid":"https://orcid.org/0000-0001-5466-7933"},"institutions":[{"id":"https://openalex.org/I1329807341","display_name":"Servi\u00e7o Nacional de Aprendizagem Industrial","ror":"https://ror.org/035c3nf67","country_code":"BR","type":"nonprofit","lineage":["https://openalex.org/I1329807341"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Val\u00e9ria Loureiro da Silva","raw_affiliation_strings":["QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5466-7933","affiliations":[{"raw_affiliation_string":"QuIIN\u2013Quantum Industrial Innovation, EMBRAPII CIMATEC Competence Center in Quantum Technologies, SENAI CIMATEC, Av. Orlando Gomes, Salvador 41650-010, Bahia, Brazil","institution_ids":["https://openalex.org/I1329807341"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5044008355","https://openalex.org/A5081613147"],"corresponding_institution_ids":["https://openalex.org/I1329807341","https://openalex.org/I2802951768"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":13.3523,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.98624433,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"27","issue":"5","first_page":"490","last_page":"490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9909999966621399,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9909999966621399,"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"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9711999893188477,"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"}},{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7367534637451172},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6790585517883301},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5845081210136414},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5041316747665405},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.4938510060310364},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.48361149430274963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4772374629974365},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.4367201030254364},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4132181406021118},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.19463318586349487},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09655508399009705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7367534637451172},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6790585517883301},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5845081210136414},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5041316747665405},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.4938510060310364},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.48361149430274963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4772374629974365},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.4367201030254364},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4132181406021118},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.19463318586349487},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09655508399009705},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/e27050490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27050490","pdf_url":"https://www.mdpi.com/1099-4300/27/5/490/pdf?version=1746089177","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:40422445","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40422445","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:64d8929958054cba81ffdf29ea120059","is_oa":true,"landing_page_url":"https://doaj.org/article/64d8929958054cba81ffdf29ea120059","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 27, Iss 5, p 490 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:12110249","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12110249","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e27050490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e27050490","pdf_url":"https://www.mdpi.com/1099-4300/27/5/490/pdf?version=1746089177","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1602626033","display_name":null,"funder_award_id":"053/2023","funder_id":"https://openalex.org/F4320330107","funder_display_name":"Empresa Brasileira de Pesquisa e Inova\u00e7\u00e3o Industrial"},{"id":"https://openalex.org/G3671200834","display_name":null,"funder_award_id":"PPP0006/2024","funder_id":"https://openalex.org/F4320323681","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado da Bahia"},{"id":"https://openalex.org/G7463402070","display_name":null,"funder_award_id":"APP0041/2023","funder_id":"https://openalex.org/F4320323681","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado da Bahia"},{"id":"https://openalex.org/G8014759245","display_name":null,"funder_award_id":"053/2023","funder_id":"https://openalex.org/F4320323681","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado da Bahia"},{"id":"https://openalex.org/G818212447","display_name":null,"funder_award_id":"053/2023","funder_id":"https://openalex.org/F4320321992","funder_display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o"}],"funders":[{"id":"https://openalex.org/F4320317600","display_name":"SENAI CIMATEC","ror":null},{"id":"https://openalex.org/F4320321992","display_name":"Minist\u00e9rio da Ci\u00eancia, Tecnologia e Inova\u00e7\u00e3o","ror":"https://ror.org/050zdnc69"},{"id":"https://openalex.org/F4320323681","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado da Bahia","ror":"https://ror.org/0473khm44"},{"id":"https://openalex.org/F4320330107","display_name":"Empresa Brasileira de Pesquisa e Inova\u00e7\u00e3o Industrial","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410040574.pdf","grobid_xml":"https://content.openalex.org/works/W4410040574.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2070189421","https://openalex.org/W2128024939","https://openalex.org/W2174890733","https://openalex.org/W2736592352","https://openalex.org/W2896712926","https://openalex.org/W2936960795","https://openalex.org/W2956569383","https://openalex.org/W3004901924","https://openalex.org/W3006466875","https://openalex.org/W3008696509","https://openalex.org/W3014191625","https://openalex.org/W3038955855","https://openalex.org/W3047327247","https://openalex.org/W3048476529","https://openalex.org/W3075559820","https://openalex.org/W3087757614","https://openalex.org/W3096144143","https://openalex.org/W3098400458","https://openalex.org/W3099063449","https://openalex.org/W3112688517","https://openalex.org/W3121984463","https://openalex.org/W3131537898","https://openalex.org/W3193450055","https://openalex.org/W3206451759","https://openalex.org/W3211718387","https://openalex.org/W4206419394","https://openalex.org/W4293113274","https://openalex.org/W4296126438","https://openalex.org/W4319449194","https://openalex.org/W4321093998","https://openalex.org/W4361806804","https://openalex.org/W4387963385","https://openalex.org/W4392773427","https://openalex.org/W4394824346","https://openalex.org/W6740998336","https://openalex.org/W6782175854","https://openalex.org/W6783103588","https://openalex.org/W6848803579","https://openalex.org/W6849766523","https://openalex.org/W6906481491"],"related_works":["https://openalex.org/W2353396818","https://openalex.org/W2370473919","https://openalex.org/W2762984199","https://openalex.org/W2598381895","https://openalex.org/W2390496461","https://openalex.org/W2389654532","https://openalex.org/W1553072606","https://openalex.org/W2391251536","https://openalex.org/W2369545560","https://openalex.org/W2362198218"],"abstract_inverted_index":{"Forecasting":[0],"demand":[1,58,76],"for":[2,56,77,142],"assets":[3],"and":[4,91,101,115],"services":[5],"can":[6],"be":[7],"addressed":[8],"in":[9,118,138],"various":[10],"markets,":[11],"providing":[12],"a":[13,68,94,109,126],"competitive":[14],"advantage":[15,106],"when":[16],"the":[17,25,38,89,99,105,131],"predictive":[18,96,140],"models":[19,30,42,60,141],"used":[20,73,86],"demonstrate":[21],"high":[22,32],"accuracy.":[23],"However,":[24],"training":[26,39,57,113,139],"of":[27,40,107,112,133],"machine":[28,135],"learning":[29,136],"incurs":[31],"computational":[33,46],"costs,":[34],"which":[35],"may":[36],"limit":[37],"prediction":[41,59],"based":[43],"on":[44],"available":[45],"capacity.":[47],"In":[48],"this":[49,51,66],"context,":[50],"paper":[52],"presents":[53],"an":[54],"approach":[55],"using":[61,108],"quantum":[62,69,102,122],"neural":[63,70,83],"networks.":[64],"For":[65],"purpose,":[67],"network":[71,84],"was":[72,85],"to":[74,87,129],"forecast":[75],"vehicle":[78],"financing.":[79],"A":[80],"classical":[81,100],"recurrent":[82],"compare":[88],"results,":[90],"they":[92],"show":[93],"similar":[95],"capacity":[97],"between":[98],"models,":[103],"with":[104],"lower":[110],"number":[111],"parameters":[114],"also":[116],"converging":[117],"fewer":[119],"steps.":[120],"Utilizing":[121],"computing":[123],"techniques":[124],"offers":[125],"promising":[127],"solution":[128],"overcome":[130],"limitations":[132],"traditional":[134],"approaches":[137],"complex":[143],"market":[144],"dynamics.":[145]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}