{"id":"https://openalex.org/W4400915262","doi":"https://doi.org/10.4018/979-8-3693-4107-0.ch002","title":"Predicting Demand in Supply Chain Networks With Quantum Machine Learning Approach","display_name":"Predicting Demand in Supply Chain Networks With Quantum Machine Learning Approach","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4400915262","doi":"https://doi.org/10.4018/979-8-3693-4107-0.ch002"},"language":"en","primary_location":{"id":"doi:10.4018/979-8-3693-4107-0.ch002","doi":"https://doi.org/10.4018/979-8-3693-4107-0.ch002","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3693-4107-0.ch002","pdf_url":null,"source":{"id":"https://openalex.org/S4210223929","display_name":"Advances in logistics, operations, and management science book series","issn_l":"2327-350X","issn":["2327-350X","2327-3518"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Logistics, Operations, and Management Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4400915599","display_name":"Quantum Computing and Supply Chain Management"},"type":"book-chapter","is_traditional":true,"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/A5104972449","display_name":"Sunil Kumar Sehrawat","orcid":"https://orcid.org/0009-0004-3620-7094","observed_orcids":["https://orcid.org/0009-0004-3620-7094"]},"institutions":[{"id":"https://openalex.org/I4210097125","display_name":"Bausch Health (United States)","ror":"https://ror.org/00zdkew04","country_code":"US","type":"company","lineage":["https://openalex.org/I4210097125","https://openalex.org/I4210108068"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunil Kumar Sehrawat","raw_affiliation_strings":["Bausch Health, USA"],"raw_orcid":"https://orcid.org/0009-0004-3620-7094","affiliations":[{"raw_affiliation_string":"Bausch Health, USA","institution_ids":["https://openalex.org/I4210097125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024745762","display_name":"Pushan Kumar Dutta","orcid":"https://orcid.org/0000-0002-4765-3864","observed_orcids":["https://orcid.org/0000-0002-4765-3864"]},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushan Kumar Dutta","raw_affiliation_strings":["School of Engineering and Technology, Amity University Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Amity University Kolkata, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ashima Bhatnagar Bhatia","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405263740","display_name":"Vivekananda Institute of Professional Studies","ror":"https://ror.org/05n69nc56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashima Bhatnagar Bhatia","raw_affiliation_strings":["Vivekananda Institute of Professional Studies, Technical Campus, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vivekananda Institute of Professional Studies, Technical Campus, India","institution_ids":["https://openalex.org/I4405263740"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070103338","display_name":"Pawan Whig","orcid":"https://orcid.org/0000-0003-1863-1591","observed_orcids":["https://orcid.org/0000-0003-1863-1591"]},"institutions":[{"id":"https://openalex.org/I4405263740","display_name":"Vivekananda Institute of Professional Studies","ror":"https://ror.org/05n69nc56","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pawan Whig","raw_affiliation_strings":["Vivekananda Institute of Professional Studies, Technical Campus, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vivekananda Institute of Professional Studies, Technical Campus, India","institution_ids":["https://openalex.org/I4405263740"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":24.2157,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.99362688,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.35670000314712524,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.35670000314712524,"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":0.3206000030040741,"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"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.14509999752044678,"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/quantum-machine-learning","display_name":"quantum machine learning","score":0.9599999785423279},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"demand forecasting","score":0.9779999852180481},{"id":"https://openalex.org/keywords/supply-chain-networks","display_name":"supply chain networks","score":0.9779999852180481},{"id":"https://openalex.org/keywords/quantum-computing","display_name":"quantum computing","score":0.8299999833106995},{"id":"https://openalex.org/keywords/inventory-optimization","display_name":"inventory optimization","score":0.9539999961853027},{"id":"https://openalex.org/keywords/supply-chain-performance","display_name":"supply chain performance","score":0.8140000104904175},{"id":"https://openalex.org/keywords/supply-chain-uncertainty","display_name":"supply chain uncertainty","score":0.6869999766349792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5456661581993103},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4741993546485901},{"id":"https://openalex.org/C2983523559","wikidata":"https://www.wikidata.org/wiki/Q410657","display_name":"On demand","level":2,"score":0.4712904989719391},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.430327832698822},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.16871857643127441},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10935407876968384},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.06236550211906433},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/979-8-3693-4107-0.ch002","doi":"https://doi.org/10.4018/979-8-3693-4107-0.ch002","is_oa":false,"landing_page_url":"https://doi.org/10.4018/979-8-3693-4107-0.ch002","pdf_url":null,"source":{"id":"https://openalex.org/S4210223929","display_name":"Advances in logistics, operations, and management science book series","issn_l":"2327-350X","issn":["2327-350X","2327-3518"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":"https://openalex.org/P4310319847","host_organization_name":"Routledge","host_organization_lineage":["https://openalex.org/P4310319847","https://openalex.org/P4310320547"],"host_organization_lineage_names":["Routledge","Taylor & Francis"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Logistics, Operations, and Management Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2015811642","https://openalex.org/W2794602324","https://openalex.org/W2994980136","https://openalex.org/W3138490475","https://openalex.org/W4280496782","https://openalex.org/W4283457112","https://openalex.org/W4304188179","https://openalex.org/W4387949138","https://openalex.org/W4392430356","https://openalex.org/W4393131345"],"related_works":["https://openalex.org/W4400915294","https://openalex.org/W4400915755","https://openalex.org/W4410040574","https://openalex.org/W4410144613","https://openalex.org/W7202201248","https://openalex.org/W4386686342","https://openalex.org/W4411768110","https://openalex.org/W4411121743","https://openalex.org/W2498140869","https://openalex.org/W4413013218"],"abstract_inverted_index":{"This":[0,69],"chapter":[1,70,99],"explores":[2],"the":[3,26,38,49,60,98],"application":[4],"of":[5,44,53,64,74],"quantum":[6,45],"machine":[7,54],"learning":[8,55],"(QML)":[9],"techniques":[10],"for":[11,79],"demand":[12,19,66,80],"prediction":[13,67,81],"in":[14,32,82],"supply":[15,34,83,117],"chain":[16,84,118],"networks.":[17],"Traditional":[18],"forecasting":[20],"methods":[21],"often":[22],"struggle":[23],"to":[24,106],"capture":[25],"intricate":[27],"dynamics":[28],"and":[29,41,51,62,95,114],"uncertainties":[30],"present":[31],"modern":[33],"chains.":[35],"By":[36],"leveraging":[37],"computational":[39],"power":[40],"probabilistic":[42],"nature":[43],"computing,":[46],"coupled":[47],"with":[48],"flexibility":[50],"adaptability":[52],"algorithms,":[56],"organizations":[57,105],"can":[58,103],"enhance":[59],"accuracy":[61],"efficiency":[63],"their":[65,87],"processes.":[68],"provides":[71],"an":[72],"overview":[73],"QML":[75,102],"methodologies":[76],"tailored":[77],"specifically":[78],"networks,":[85],"highlighting":[86],"advantages":[88],"over":[89],"classical":[90],"approaches.":[91],"Through":[92],"case":[93],"studies":[94],"practical":[96],"examples,":[97],"demonstrates":[100],"how":[101],"enable":[104],"make":[107],"more":[108],"informed":[109],"decisions,":[110],"optimize":[111],"inventory":[112],"levels,":[113],"improve":[115],"overall":[116],"performance.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2024-07-24T00:00:00"}