{"id":"https://openalex.org/W4311737048","doi":"https://doi.org/10.1080/00207543.2022.2153941","title":"Feature-based intermittent demand forecast combinations: accuracy and inventory implications","display_name":"Feature-based intermittent demand forecast combinations: accuracy and inventory implications","publication_year":2022,"publication_date":"2022-12-15","ids":{"openalex":"https://openalex.org/W4311737048","doi":"https://doi.org/10.1080/00207543.2022.2153941"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2022.2153941","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2153941","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","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/A5078768609","display_name":"Li Li","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Li","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-7922-1281","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038747906","display_name":"Yanfei Kang","orcid":"https://orcid.org/0000-0001-8769-6650"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanfei Kang","raw_affiliation_strings":["School of Economics and Management, Beihang University, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0001-8769-6650","affiliations":[{"raw_affiliation_string":"School of Economics and Management, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090115427","display_name":"Fotios Petropoulos","orcid":"https://orcid.org/0000-0003-3039-4955"},"institutions":[{"id":"https://openalex.org/I51601045","display_name":"University of Bath","ror":"https://ror.org/002h8g185","country_code":"GB","type":"education","lineage":["https://openalex.org/I51601045"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fotios Petropoulos","raw_affiliation_strings":["School of Management, University of Bath, Bath, UK"],"raw_orcid":"https://orcid.org/0000-0003-3039-4955","affiliations":[{"raw_affiliation_string":"School of Management, University of Bath, Bath, UK","institution_ids":["https://openalex.org/I51601045"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012991424","display_name":"Feng Li","orcid":"https://orcid.org/0000-0002-4248-9778"},"institutions":[{"id":"https://openalex.org/I137867983","display_name":"Central University of Finance and Economics","ror":"https://ror.org/008e3hf02","country_code":"CN","type":"education","lineage":["https://openalex.org/I137867983"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Feng Li","raw_affiliation_strings":["School of Statistics and Mathematics, Central University of Finance and Economics, Beijing, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-4248-9778","affiliations":[{"raw_affiliation_string":"School of Statistics and Mathematics, Central University of Finance and Economics, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I137867983"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012991424"],"corresponding_institution_ids":["https://openalex.org/I137867983"],"apc_list":null,"apc_paid":null,"fwci":2.7027,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.9075126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"61","issue":"22","first_page":"7557","last_page":"7572"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9815999865531921,"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":0.9782999753952026,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.7671412229537964},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5547394752502441},{"id":"https://openalex.org/keywords/quantile","display_name":"Quantile","score":0.5141787528991699},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.4780469536781311},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.4436618685722351},{"id":"https://openalex.org/keywords/supply-chain-management","display_name":"Supply chain management","score":0.4295256733894348},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.40279924869537354},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3445814847946167},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.23109766840934753},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.137460857629776}],"concepts":[{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.7671412229537964},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5547394752502441},{"id":"https://openalex.org/C118671147","wikidata":"https://www.wikidata.org/wiki/Q578714","display_name":"Quantile","level":2,"score":0.5141787528991699},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4780469536781311},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.4436618685722351},{"id":"https://openalex.org/C44104985","wikidata":"https://www.wikidata.org/wiki/Q492886","display_name":"Supply chain management","level":3,"score":0.4295256733894348},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.40279924869537354},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3445814847946167},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.23109766840934753},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.137460857629776},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207543.2022.2153941","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2022.2153941","pdf_url":null,"source":{"id":"https://openalex.org/S65690446","display_name":"International Journal of Production Research","issn_l":"0020-7543","issn":["0020-7543","1366-588X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Production Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:61:y:2023:i:22:p:7557-7572","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2022.2153941","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"},{"id":"pmh:oai:purehost.bath.ac.uk:openaire/24a72cca-fe21-46a3-97c9-9baeddcfc374","is_oa":false,"landing_page_url":"https://researchportal.bath.ac.uk/en/publications/24a72cca-fe21-46a3-97c9-9baeddcfc374","pdf_url":null,"source":{"id":"https://openalex.org/S4377196294","display_name":"Pure (University of Bath)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51601045","host_organization_name":"University of Bath","host_organization_lineage":["https://openalex.org/I51601045"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Li, L, Kang, Y, Petropoulos, F & Li, F 2023, 'Feature-based intermittent demand forecast combinations : accuracy and inventory implications', International Journal of Production Research, vol. 61, no. 22, pp. 7557-7572. https://doi.org/10.1080/00207543.2022.2153941","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G4099004003","display_name":null,"funder_award_id":"72171011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6434738015","display_name":null,"funder_award_id":"72171011","funder_id":"https://openalex.org/F4320321125","funder_display_name":"Beihang University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321125","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56"},{"id":"https://openalex.org/F4320321599","display_name":"Central University of Finance and Economics","ror":"https://ror.org/008e3hf02"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W27682692","https://openalex.org/W1495951130","https://openalex.org/W1965821767","https://openalex.org/W1969016008","https://openalex.org/W1972835575","https://openalex.org/W1986528915","https://openalex.org/W1989787309","https://openalex.org/W1989989024","https://openalex.org/W1993387039","https://openalex.org/W2001507422","https://openalex.org/W2015071911","https://openalex.org/W2016210396","https://openalex.org/W2030155757","https://openalex.org/W2055311466","https://openalex.org/W2071662141","https://openalex.org/W2079560958","https://openalex.org/W2093652038","https://openalex.org/W2101906966","https://openalex.org/W2104641679","https://openalex.org/W2107548653","https://openalex.org/W2113702676","https://openalex.org/W2114733835","https://openalex.org/W2135046866","https://openalex.org/W2295598076","https://openalex.org/W2314577811","https://openalex.org/W2329494830","https://openalex.org/W2331219179","https://openalex.org/W2334382349","https://openalex.org/W2509512661","https://openalex.org/W2540674420","https://openalex.org/W2548345880","https://openalex.org/W2581984534","https://openalex.org/W2787034450","https://openalex.org/W2789755325","https://openalex.org/W2793507029","https://openalex.org/W2794106216","https://openalex.org/W2794194204","https://openalex.org/W2804569679","https://openalex.org/W2885761374","https://openalex.org/W2890434712","https://openalex.org/W2907251284","https://openalex.org/W2909973217","https://openalex.org/W2911491732","https://openalex.org/W2914985734","https://openalex.org/W2939763583","https://openalex.org/W2959101608","https://openalex.org/W2964006226","https://openalex.org/W2967988901","https://openalex.org/W2999406809","https://openalex.org/W3032341964","https://openalex.org/W3102317539","https://openalex.org/W3123965474","https://openalex.org/W3124104966","https://openalex.org/W3128955003","https://openalex.org/W3172514114","https://openalex.org/W3179887429","https://openalex.org/W3183269782","https://openalex.org/W3189088612","https://openalex.org/W3190174726","https://openalex.org/W3201545571","https://openalex.org/W3202759651","https://openalex.org/W3205207421","https://openalex.org/W4206173445","https://openalex.org/W4206189171","https://openalex.org/W4233028704","https://openalex.org/W4245765267","https://openalex.org/W4253554627","https://openalex.org/W4294541781","https://openalex.org/W4312026766","https://openalex.org/W4312410127","https://openalex.org/W4399650199"],"related_works":["https://openalex.org/W1488761988","https://openalex.org/W2044551864","https://openalex.org/W2047938026","https://openalex.org/W2588817910","https://openalex.org/W2983500849","https://openalex.org/W3024999678","https://openalex.org/W2535281349","https://openalex.org/W388184414","https://openalex.org/W2026811664","https://openalex.org/W2477045221"],"abstract_inverted_index":{"Intermittent":[0],"demand":[1,31,78,127],"forecasting":[2,27,53,106,128],"is":[3,111],"a":[4,22,72],"ubiquitous":[5],"and":[6,12,34,70,92,108,119,129],"challenging":[7],"problem":[8],"in":[9,52,125],"production":[10],"systems":[11],"supply":[13],"chain":[14],"management.":[15],"In":[16],"recent":[17],"years,":[18],"there":[19],"has":[20,40,83],"been":[21,41,84],"growing":[23],"focus":[24],"on":[25,96],"developing":[26],"approaches":[28],"for":[29,76],"intermittent":[30,77,126],"from":[32],"academic":[33],"practical":[35],"perspectives.":[36],"However,":[37],"limited":[38],"attention":[39],"given":[42],"to":[43,86],"forecast":[44,67],"combination":[45,68],"methods,":[46],"which":[47],"have":[48],"achieved":[49],"competitive":[50],"performance":[51],"fast-moving":[54],"time":[55],"series.":[56],"The":[57,80,114],"current":[58],"study":[59],"examines":[60],"the":[61,88,117,122],"empirical":[62],"outcomes":[63],"of":[64,90,104,121],"some":[65,102],"existing":[66],"methods":[69],"proposes":[71],"generalised":[73],"feature-based":[74],"framework":[75,82],"forecasting.":[79],"proposed":[81,123],"shown":[85],"improve":[87],"accuracy":[89],"point":[91],"quantile":[93],"forecasts":[94],"based":[95],"two":[97],"real":[98],"data":[99],"sets.":[100],"Further,":[101],"analysis":[103],"features,":[105],"pools":[107],"computational":[109],"efficiency":[110],"also":[112],"provided.":[113],"findings":[115],"indicate":[116],"intelligibility":[118],"flexibility":[120],"approach":[124],"offer":[130],"insights":[131],"regarding":[132],"inventory":[133],"decisions.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
