{"id":"https://openalex.org/W4387345248","doi":"https://doi.org/10.1016/j.cie.2023.109670","title":"Ensemble learning for demand forecast of After-Market spare parts to empower data-driven value chain and an empirical study","display_name":"Ensemble learning for demand forecast of After-Market spare parts to empower data-driven value chain and an empirical study","publication_year":2023,"publication_date":"2023-10-04","ids":{"openalex":"https://openalex.org/W4387345248","doi":"https://doi.org/10.1016/j.cie.2023.109670"},"language":"en","primary_location":{"id":"doi:10.1016/j.cie.2023.109670","doi":"https://doi.org/10.1016/j.cie.2023.109670","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cie.2023.109670","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-1","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Industrial Engineering","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.4494078","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020132059","display_name":"Chen\u2013Fu Chien","orcid":"https://orcid.org/0000-0003-3328-4946","observed_orcids":["https://orcid.org/0000-0003-3328-4946"]},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chen-Fu Chien","raw_affiliation_strings":["Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan","Intelligent Manufacturing and Circular Economy Research Center, National Tsing Hua University, Hsinchu 30013, Taiwan"],"raw_orcid":"https://orcid.org/0000-0003-3328-4946","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Intelligent Manufacturing and Circular Economy Research Center, National Tsing Hua University, Hsinchu 30013, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081692367","display_name":"Chien-Chun Ku","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Chun Ku","raw_affiliation_strings":["Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan","Intelligent Manufacturing and Circular Economy Research Center, National Tsing Hua University, Hsinchu 30013, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Intelligent Manufacturing and Circular Economy Research Center, National Tsing Hua University, Hsinchu 30013, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100846567","display_name":"Yiyun Lu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yi-Yun Lu","raw_affiliation_strings":["Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Engineering Management, National Tsing Hua University, Hsinchu 30013, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020132059"],"corresponding_institution_ids":["https://openalex.org/I25846049"],"apc_list":{"value":3310,"currency":"USD","value_usd":3310},"apc_paid":null,"fwci":6.8247,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.97148166,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"185","issue":null,"first_page":"109670","last_page":"109670"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9965999722480774,"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":0.9965999722480774,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.002899999963119626,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14260","display_name":"Impact of AI and Big Data on Business and Society","score":9.999999747378752e-05,"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/demand-forecasting","display_name":"demand forecasting","score":0.9419999718666077},{"id":"https://openalex.org/keywords/stacking-ensemble","display_name":"stacking ensemble","score":0.8029999732971191},{"id":"https://openalex.org/keywords/inventory-management","display_name":"inventory management","score":0.6430000066757202},{"id":"https://openalex.org/keywords/supply-chain-resilience","display_name":"supply chain resilience","score":0.9459999799728394},{"id":"https://openalex.org/keywords/model-retraining","display_name":"model retraining","score":0.7839999794960022},{"id":"https://openalex.org/keywords/automotive-spare-parts","display_name":"automotive spare parts","score":0.6129999756813049},{"id":"https://openalex.org/keywords/value-co-creation","display_name":"value co-creation","score":0.6940000057220459},{"id":"https://openalex.org/keywords/digital-transformation","display_name":"digital transformation","score":0.5210000276565552}],"concepts":[{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.7753909826278687},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.771604061126709},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.7092241048812866},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.4706917107105255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42557284235954285},{"id":"https://openalex.org/C120330832","wikidata":"https://www.wikidata.org/wiki/Q166656","display_name":"Supply and demand","level":2,"score":0.4202631115913391},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3537966012954712},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.31277865171432495},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.28306031227111816},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.176125168800354},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17003899812698364},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.12033087015151978},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.11283329129219055},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.cie.2023.109670","doi":"https://doi.org/10.1016/j.cie.2023.109670","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.cie.2023.109670","pdf_url":null,"source":{"id":"https://openalex.org/S196821226","display_name":"Computers & Industrial Engineering","issn_l":"0360-8352","issn":["0360-8352","1879-0550"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-1","ki-jl-1","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers &amp; Industrial Engineering","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4494078","doi":"https://doi.org/10.2139/ssrn.4494078","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4494078","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4494078","doi":"https://doi.org/10.2139/ssrn.4494078","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4494078","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6773999929428101,"id":"https://metadata.un.org/sdg/9"}],"sustainable_development_goals_aurora":[{"display_name":"Responsible consumption and production","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/12"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W23814337","https://openalex.org/W28412257","https://openalex.org/W1966417280","https://openalex.org/W1972553508","https://openalex.org/W1972835575","https://openalex.org/W1980828468","https://openalex.org/W1984782131","https://openalex.org/W1988514978","https://openalex.org/W1989130706","https://openalex.org/W1989787309","https://openalex.org/W1994174876","https://openalex.org/W2008886915","https://openalex.org/W2017049928","https://openalex.org/W2018404234","https://openalex.org/W2023587968","https://openalex.org/W2028497664","https://openalex.org/W2039417101","https://openalex.org/W2042547533","https://openalex.org/W2048959651","https://openalex.org/W2054008322","https://openalex.org/W2059804518","https://openalex.org/W2071884028","https://openalex.org/W2072468493","https://openalex.org/W2081074286","https://openalex.org/W2083318797","https://openalex.org/W2094100331","https://openalex.org/W2094998921","https://openalex.org/W2095081606","https://openalex.org/W2097603281","https://openalex.org/W2099639456","https://openalex.org/W2114062456","https://openalex.org/W2136192534","https://openalex.org/W2140950054","https://openalex.org/W2167036165","https://openalex.org/W2296212388","https://openalex.org/W2299586757","https://openalex.org/W2398152130","https://openalex.org/W2482083089","https://openalex.org/W2506206529","https://openalex.org/W2610386536","https://openalex.org/W2622672307","https://openalex.org/W2765910764","https://openalex.org/W2783843140","https://openalex.org/W2788276261","https://openalex.org/W2793509150","https://openalex.org/W2793600172","https://openalex.org/W2885063102","https://openalex.org/W2911427173","https://openalex.org/W2911964244","https://openalex.org/W2914874661","https://openalex.org/W2948312633","https://openalex.org/W2956111096","https://openalex.org/W3002686068","https://openalex.org/W3008458319","https://openalex.org/W3009892828","https://openalex.org/W3024940778","https://openalex.org/W3027507763","https://openalex.org/W3046077772","https://openalex.org/W3094078621","https://openalex.org/W3153970166","https://openalex.org/W3180361395","https://openalex.org/W4205585136","https://openalex.org/W4212883601","https://openalex.org/W4229706296","https://openalex.org/W4231084224","https://openalex.org/W4281691364","https://openalex.org/W4282936687","https://openalex.org/W4310723320","https://openalex.org/W4316813364","https://openalex.org/W4319311080","https://openalex.org/W6784489799","https://openalex.org/W6910681941"],"related_works":["https://openalex.org/W7133015826","https://openalex.org/W7170038589","https://openalex.org/W7117686166","https://openalex.org/W7147453426","https://openalex.org/W4282936687","https://openalex.org/W4407323869","https://openalex.org/W4367676883","https://openalex.org/W7133349989","https://openalex.org/W4413915096","https://openalex.org/W2490944613"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-10-05T00:00:00"}
