{"id":"https://openalex.org/W7164684105","doi":"https://doi.org/10.1504/ijids.2026.154088","title":"Contracted near-shore service part production predictive modelling using BOM-based feature generalisation and deep statistical learning","display_name":"Contracted near-shore service part production predictive modelling using BOM-based feature generalisation and deep statistical learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7164684105","doi":"https://doi.org/10.1504/ijids.2026.154088"},"language":"en","primary_location":{"id":"doi:10.1504/ijids.2026.154088","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijids.2026.154088","pdf_url":null,"source":{"id":"https://openalex.org/S124192446","display_name":"International Journal of Information and Decision Sciences","issn_l":"1756-7017","issn":["1756-7017","1756-7025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Decision Sciences","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/A5092194457","display_name":"Donovan Fuqua","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donovan Fuqua","raw_affiliation_strings":["College of Business, New Mexico State University, Las Cruces, 88003, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, New Mexico State University, Las Cruces, 88003, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007134629","display_name":"Faruk Arslan","orcid":"https://orcid.org/0000-0002-2094-8371"},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Faruk Arslan","raw_affiliation_strings":["College of Business, New Mexico State University, Las Cruces, 88003, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, New Mexico State University, Las Cruces, 88003, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138571660","display_name":"Victor Pimentel","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Victor Pimentel","raw_affiliation_strings":["College of Business, New Mexico State University, Las Cruces, 88003, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, New Mexico State University, Las Cruces, 88003, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072274771","display_name":"Jimoh Fatoki","orcid":null},"institutions":[{"id":"https://openalex.org/I79839527","display_name":"Roger Williams University","ror":"https://ror.org/017nweb49","country_code":"US","type":"education","lineage":["https://openalex.org/I79839527"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jimoh Fatoki","raw_affiliation_strings":["Mario J. Gabelli School of Business, Roger Williams University, Bristol, 02809, Rhode Island, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mario J. Gabelli School of Business, Roger Williams University, Bristol, 02809, Rhode Island, USA","institution_ids":["https://openalex.org/I79839527"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138577975","display_name":"Barry Brewer","orcid":null},"institutions":[{"id":"https://openalex.org/I100005738","display_name":"Brigham Young University","ror":"https://ror.org/047rhhm47","country_code":"US","type":"education","lineage":["https://openalex.org/I100005738"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barry Brewer","raw_affiliation_strings":["Marriott School of Business, Brigham Young University, Provo, 84602, Utah, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Marriott School of Business, Brigham Young University, Provo, 84602, Utah, USA","institution_ids":["https://openalex.org/I100005738"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5138556803","display_name":"Phillip W. Witt","orcid":null},"institutions":[{"id":"https://openalex.org/I197572798","display_name":"Utah Valley University","ror":"https://ror.org/02rxpxc98","country_code":"US","type":"education","lineage":["https://openalex.org/I197572798"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Phillip W. Witt","raw_affiliation_strings":["Woodbury School of Business, Utah Valley University, Orem, 84057, Utah, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Woodbury School of Business, Utah Valley University, Orem, 84057, Utah, USA","institution_ids":["https://openalex.org/I197572798"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5138581557","display_name":"Edward Kennedy","orcid":null},"institutions":[{"id":"https://openalex.org/I10052268","display_name":"New Mexico State University","ror":"https://ror.org/00hpz7z43","country_code":"US","type":"education","lineage":["https://openalex.org/I10052268"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Kennedy","raw_affiliation_strings":["College of Business, New Mexico State University, Las Cruces, 88003, NM, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Business, New Mexico State University, Las Cruces, 88003, NM, USA","institution_ids":["https://openalex.org/I10052268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.95031107,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"2","first_page":"83","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.5368000268936157,"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":0.5368000268936157,"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.15549999475479126,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T14014","display_name":"Transportation Systems and Infrastructure","score":0.04749999940395355,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"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":0.701200008392334},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.6474000215530396},{"id":"https://openalex.org/keywords/negotiation","display_name":"Negotiation","score":0.5863000154495239},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5641999840736389},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5458999872207642},{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.4300000071525574},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.4142000079154968},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4106999933719635},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.3580000102519989}],"concepts":[{"id":"https://openalex.org/C194648553","wikidata":"https://www.wikidata.org/wiki/Q1364774","display_name":"Spare part","level":2,"score":0.701200008392334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.666700005531311},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.6474000215530396},{"id":"https://openalex.org/C199776023","wikidata":"https://www.wikidata.org/wiki/Q202875","display_name":"Negotiation","level":2,"score":0.5863000154495239},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5641999840736389},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5458999872207642},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.4480000138282776},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.4300000071525574},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.4142000079154968},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4106999933719635},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.3815000057220459},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.3580000102519989},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.35740000009536743},{"id":"https://openalex.org/C175700187","wikidata":"https://www.wikidata.org/wiki/Q187939","display_name":"Manufacturing","level":2,"score":0.34940001368522644},{"id":"https://openalex.org/C2777909354","wikidata":"https://www.wikidata.org/wiki/Q1386523","display_name":"Production planning","level":3,"score":0.32359999418258667},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3206999897956848},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3197999894618988},{"id":"https://openalex.org/C16151460","wikidata":"https://www.wikidata.org/wiki/Q3480069","display_name":"Service level objective","level":5,"score":0.31790000200271606},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C2984334869","wikidata":"https://www.wikidata.org/wiki/Q1060653","display_name":"Customer service","level":3,"score":0.3091000020503998},{"id":"https://openalex.org/C164624739","wikidata":"https://www.wikidata.org/wiki/Q754331","display_name":"Activity-based costing","level":2,"score":0.30820000171661377},{"id":"https://openalex.org/C40700","wikidata":"https://www.wikidata.org/wiki/Q1411783","display_name":"Industrial organization","level":1,"score":0.3052000105381012},{"id":"https://openalex.org/C142000545","wikidata":"https://www.wikidata.org/wiki/Q1003004","display_name":"Build to order","level":3,"score":0.3025999963283539},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.2946000099182129},{"id":"https://openalex.org/C181889124","wikidata":"https://www.wikidata.org/wiki/Q380204","display_name":"Service level","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C43246008","wikidata":"https://www.wikidata.org/wiki/Q55638","display_name":"Tertiary sector of the economy","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C2778963849","wikidata":"https://www.wikidata.org/wiki/Q1473552","display_name":"Order fulfillment","level":3,"score":0.2646999955177307},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.26460000872612},{"id":"https://openalex.org/C15587899","wikidata":"https://www.wikidata.org/wiki/Q7455812","display_name":"Service system","level":3,"score":0.2639999985694885},{"id":"https://openalex.org/C160234255","wikidata":"https://www.wikidata.org/wiki/Q812535","display_name":"Bayesian inference","level":3,"score":0.2628999948501587},{"id":"https://openalex.org/C135909481","wikidata":"https://www.wikidata.org/wiki/Q17092930","display_name":"Production manager","level":3,"score":0.25279998779296875}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijids.2026.154088","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijids.2026.154088","pdf_url":null,"source":{"id":"https://openalex.org/S124192446","display_name":"International Journal of Information and Decision Sciences","issn_l":"1756-7017","issn":["1756-7017","1756-7025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information and Decision Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4254128932952881,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Intermittent":[0],"service":[1,49,105,135],"part":[2,89],"production":[3,30,114],"(SPP)":[4],"is":[5,61],"a":[6,16,62,139],"common":[7],"manufacturing":[8],"resource":[9],"planning":[10],"(MRP":[11],"II)":[12],"problem":[13],"occurring":[14],"when":[15],"customer":[17],"requests":[18],"spare":[19],"parts":[20],"from":[21],"the":[22,52,84],"manufacturer":[23],"for":[24,43,141],"an":[25],"item":[26,131],"no":[27],"longer":[28],"in":[29,33,57],"but":[31],"still":[32],"widespread":[34],"use.":[35],"Manufacturers":[36],"increasingly":[37],"turn":[38],"to":[39,95,102,121],"contracted":[40,55,96,127],"SPP":[41,56,122,128],"(outsourcing)":[42],"fabrication":[44],"of":[45,54,65,86],"specialised":[46],"components,":[47],"including":[48],"parts.":[50],"Despite":[51],"ubiquity":[53],"contemporary":[58],"manufacturing,":[59],"it":[60],"neglected":[63],"area":[64],"study":[66],"that":[67],"relies":[68],"on":[69],"dated":[70],"research,":[71],"standard":[72],"operations":[73],"research":[74],"models,":[75],"and":[76,88],"simplistic":[77],"forecasting.":[78],"Most":[79],"available":[80,94],"literature":[81],"depends":[82],"upon":[83],"availability":[85],"maintenance":[87],"reliability":[90,142],"information":[91],"generally":[92],"not":[93],"suppliers.":[97],"In":[98],"practice,":[99],"manufacturers":[100],"tend":[101],"add":[103],"rough":[104],"demand":[106],"estimates":[107],"into":[108],"contract":[109],"costs":[110],"or":[111],"negotiate":[112],"additional":[113],"as":[115,138],"separate":[116],"orders.":[117],"Our":[118],"model":[119],"adds":[120],"theory":[123],"by":[124,129],"managing":[125],"irregularly":[126],"component":[130],"families":[132],"using":[133],"out-of-sequence":[134],"order":[136],"histories":[137],"proxy":[140],"data.":[143]},"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-06-14T00:00:00"}