{"id":"https://openalex.org/W4393340647","doi":"https://doi.org/10.1080/00207543.2024.2333052","title":"Forecasting spare part extractions from returned systems in a closed-loop supply chain","display_name":"Forecasting spare part extractions from returned systems in a closed-loop supply chain","publication_year":2024,"publication_date":"2024-03-30","ids":{"openalex":"https://openalex.org/W4393340647","doi":"https://doi.org/10.1080/00207543.2024.2333052"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2024.2333052","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2024.2333052","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/A5011728468","display_name":"Emna Turki","orcid":"https://orcid.org/0000-0002-7002-7722"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Emna Turki","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CentraleSup\u00e9lec, Laboratoire Genie Industriel, Gif-sur-Yvette, France"],"raw_orcid":"https://orcid.org/0000-0002-7002-7722","affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CentraleSup\u00e9lec, Laboratoire Genie Industriel, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046267369","display_name":"Oualid Jouini","orcid":"https://orcid.org/0000-0002-9498-165X"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Oualid Jouini","raw_affiliation_strings":["Universit\u00e9 Paris-Saclay, CentraleSup\u00e9lec, Laboratoire Genie Industriel, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CentraleSup\u00e9lec, Laboratoire Genie Industriel, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112351086","display_name":"Zied Jemai","orcid":null},"institutions":[{"id":"https://openalex.org/I108714496","display_name":"Tunis University","ror":"https://ror.org/02q1spa57","country_code":"TN","type":"education","lineage":["https://openalex.org/I108714496"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107720","display_name":"CentraleSup\u00e9lec","ror":"https://ror.org/019tcpt25","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I4210107720"]},{"id":"https://openalex.org/I4210131288","display_name":"National Engineering School of Tunis","ror":"https://ror.org/03b1zjt31","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210131288","https://openalex.org/I63596082"]},{"id":"https://openalex.org/I4210134356","display_name":"Laboratoire G\u00e9nie Industriel","ror":"https://ror.org/0455wwj08","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"]},{"id":"https://openalex.org/I63596082","display_name":"Tunis El Manar University","ror":"https://ror.org/029cgt552","country_code":"TN","type":"education","lineage":["https://openalex.org/I63596082"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Zied Jemai","raw_affiliation_strings":["Laboratoire OASIS, Ecole Nationale d'Ing\u00e9nieurs de Tunis, Universit\u00e9 Tunis El Manar, Tunis, Tunisia","Universit\u00e9 Paris-Saclay, CentraleSup\u00e9lec, Laboratoire Genie Industriel, Gif-sur-Yvette, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire OASIS, Ecole Nationale d'Ing\u00e9nieurs de Tunis, Universit\u00e9 Tunis El Manar, Tunis, Tunisia","institution_ids":["https://openalex.org/I108714496","https://openalex.org/I63596082","https://openalex.org/I4210131288"]},{"raw_affiliation_string":"Universit\u00e9 Paris-Saclay, CentraleSup\u00e9lec, Laboratoire Genie Industriel, Gif-sur-Yvette, France","institution_ids":["https://openalex.org/I4210107720","https://openalex.org/I4210134356","https://openalex.org/I277688954"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094284056","display_name":"Yazid Traiy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yazid Traiy","raw_affiliation_strings":["GE HealthCare, Buc, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare, Buc, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046693691","display_name":"Adnane Lazrak","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adnane Lazrak","raw_affiliation_strings":["GE HealthCare, Buc, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare, Buc, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001078123","display_name":"Patrick Valot","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patrick Valot","raw_affiliation_strings":["GE HealthCare, Buc, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare, Buc, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5094273876","display_name":"Robert Heidseick","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Robert Heidseick","raw_affiliation_strings":["GE HealthCare, Buc, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"GE HealthCare, Buc, France","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5011728468"],"corresponding_institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210134356"],"apc_list":null,"apc_paid":null,"fwci":4.2888,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.94004871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"62","issue":"21","first_page":"7860","last_page":"7876"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9991000294685364,"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":0.9991000294685364,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9200999736785889,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.9175000190734863,"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/spare-part","display_name":"Spare part","score":0.8918456435203552},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.8214774131774902},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.6733177304267883},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.48381108045578003},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4806143641471863},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47544264793395996},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.4570609927177429},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.43593716621398926},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.40095254778862},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3336789608001709},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3275790214538574},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.3238297402858734},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.20598462224006653},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16593533754348755},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12287643551826477},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10385355353355408},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.10245922207832336}],"concepts":[{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.8918456435203552},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.8214774131774902},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.6733177304267883},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.48381108045578003},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4806143641471863},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47544264793395996},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4570609927177429},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.43593716621398926},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.40095254778862},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3336789608001709},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3275790214538574},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.3238297402858734},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20598462224006653},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16593533754348755},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12287643551826477},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10385355353355408},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.10245922207832336},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1080/00207543.2024.2333052","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2024.2333052","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:HAL:hal-04527752v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04527752","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Production Research, 2024, pp.1-17. ⟨10.1080/00207543.2024.2333052⟩","raw_type":"Journal articles"},{"id":"pmh:oai:HAL:hal-04896265v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04896265","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Production Research, 2024, 62 (21), pp.7860-7876. ⟨10.1080/00207543.2024.2333052⟩","raw_type":"Journal articles"},{"id":"pmh:oai:RePEc:taf:tprsxx:v:62:y:2024:i:21:p:7860-7876","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2024.2333052","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":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6200000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":78,"referenced_works":["https://openalex.org/W145796142","https://openalex.org/W1507806376","https://openalex.org/W1965821767","https://openalex.org/W1972581513","https://openalex.org/W1972835575","https://openalex.org/W1978784367","https://openalex.org/W1981990922","https://openalex.org/W1982458122","https://openalex.org/W1985744509","https://openalex.org/W1988514978","https://openalex.org/W1989787309","https://openalex.org/W1998489213","https://openalex.org/W2001112256","https://openalex.org/W2001357901","https://openalex.org/W2001587742","https://openalex.org/W2010074812","https://openalex.org/W2010295033","https://openalex.org/W2016210396","https://openalex.org/W2024760831","https://openalex.org/W2029501158","https://openalex.org/W2029608650","https://openalex.org/W2030155757","https://openalex.org/W2032927332","https://openalex.org/W2038849095","https://openalex.org/W2040640338","https://openalex.org/W2047666051","https://openalex.org/W2051053942","https://openalex.org/W2057232800","https://openalex.org/W2058381658","https://openalex.org/W2062823428","https://openalex.org/W2071833062","https://openalex.org/W2083994248","https://openalex.org/W2094100331","https://openalex.org/W2095081606","https://openalex.org/W2095090606","https://openalex.org/W2099639456","https://openalex.org/W2101906966","https://openalex.org/W2106438008","https://openalex.org/W2117014758","https://openalex.org/W2117829824","https://openalex.org/W2118146441","https://openalex.org/W2118221381","https://openalex.org/W2178204454","https://openalex.org/W2253916853","https://openalex.org/W2254482937","https://openalex.org/W2321035786","https://openalex.org/W2471431444","https://openalex.org/W2509469562","https://openalex.org/W2765910764","https://openalex.org/W2773560649","https://openalex.org/W2794194204","https://openalex.org/W2808879256","https://openalex.org/W2889807912","https://openalex.org/W2891516108","https://openalex.org/W2897872342","https://openalex.org/W2913832845","https://openalex.org/W2921478300","https://openalex.org/W2939763583","https://openalex.org/W3034207219","https://openalex.org/W3047327247","https://openalex.org/W3102317539","https://openalex.org/W3125199730","https://openalex.org/W3127007725","https://openalex.org/W3131686712","https://openalex.org/W3134020135","https://openalex.org/W3159260083","https://openalex.org/W3159651487","https://openalex.org/W3180361395","https://openalex.org/W3181277810","https://openalex.org/W3204750808","https://openalex.org/W3213075985","https://openalex.org/W4200084193","https://openalex.org/W4206173445","https://openalex.org/W4212917039","https://openalex.org/W4235462901","https://openalex.org/W4238731033","https://openalex.org/W4254735342","https://openalex.org/W4388484794"],"related_works":["https://openalex.org/W3080406149","https://openalex.org/W2371422412","https://openalex.org/W2592084884","https://openalex.org/W3175321409","https://openalex.org/W2017624138","https://openalex.org/W4312561791","https://openalex.org/W4210830111","https://openalex.org/W2389894046","https://openalex.org/W204828519","https://openalex.org/W2215717369"],"abstract_inverted_index":{"In":[0],"a":[1,14,34,62,90,108,171],"closed-loop":[2],"supply":[3,28,68],"chain,":[4],"the":[5,26,118,160,181,184],"reuse":[6],"of":[7,25,56,65,117,162,180],"spare":[8,20,154],"parts":[9,21,27,67,155],"from":[10,30],"returned":[11,31],"systems":[12,32],"is":[13,33,59,122,127,139,187],"recovery":[15],"process":[16,93],"referred":[17],"to":[18,60,83,166,190],"as":[19,39],"harvesting.":[22],"The":[23,54,124],"unpredictability":[24],"capacity":[29,69],"challenge":[35],"in":[36,70],"healthcare":[37,71],"industry":[38,72],"product":[40],"returns":[41],"depend":[42],"on":[43,141],"several":[44],"factors":[45],"and":[46,48,80,107,176],"regulatory":[47],"legal":[49],"requirements":[50],"must":[51],"be":[52],"respected.":[53],"focus":[55],"this":[57],"paper":[58],"provide":[61,84],"forecasting":[63,92],"method":[64,116,138,164],"harvested":[66],"that":[73,94],"combines":[74],"statistical":[75],"methods":[76],"with":[77,105,147],"field":[78],"information":[79],"business":[81,110],"knowledge":[82,111],"an":[85,133],"informed":[86],"forecast.":[87],"We":[88,158],"propose":[89],"dynamic":[91],"gets":[95],"updated":[96],"monthly":[97],"employing":[98],"TSB-Croston,":[99],"12-month":[100],"moving":[101],"average,":[102],"ARIMA,":[103],"ARIMA":[104],"seasonality,":[106],"new":[109],"based":[112],"model.":[113],"A":[114],"prediction":[115],"inventory":[119],"state":[120],"changes":[121],"introduced.":[123],"forecasters":[125],"judgment":[126],"transformed":[128],"into":[129],"validation":[130],"rules":[131],"for":[132],"automatic":[134],"forecast":[135,185],"adjustment.":[136],"This":[137],"evaluated":[140],"more":[142],"than":[143],"1400":[144],"time":[145],"series":[146],"intermittent":[148],"behaviour":[149],"representing":[150],"General":[151],"Electric":[152],"Healthcare":[153],"harvesting":[156],"history.":[157],"evaluate":[159],"performance":[161,186],"our":[163],"compared":[165,189],"each":[167],"tested":[168,192],"model":[169],"using":[170],"modified":[172],"MAPE,":[173],"MAE,":[174],"MSE,":[175],"RMSE.":[177],"By":[178],"means":[179],"designed":[182],"method,":[183],"improved":[188],"all":[191],"models.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}