{"id":"https://openalex.org/W4390505153","doi":"https://doi.org/10.1080/00207543.2023.2290700","title":"Deep learning and sequence mining for manufacturing process and sequence selection","display_name":"Deep learning and sequence mining for manufacturing process and sequence selection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390505153","doi":"https://doi.org/10.1080/00207543.2023.2290700"},"language":"en","primary_location":{"id":"doi:10.1080/00207543.2023.2290700","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2290700","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/A5113969926","display_name":"Changxuan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Changxuan Zhao","raw_affiliation_strings":["George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044655701","display_name":"Mahmoud Dinar","orcid":"https://orcid.org/0000-0002-0670-3861"},"institutions":[{"id":"https://openalex.org/I43522216","display_name":"California State University, Sacramento","ror":"https://ror.org/03e26wv14","country_code":"US","type":"education","lineage":["https://openalex.org/I43522216"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mahmoud Dinar","raw_affiliation_strings":["Department of Mechanical Engineering, California State University, Sacramento, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, California State University, Sacramento, CA, USA","institution_ids":["https://openalex.org/I43522216"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075529785","display_name":"Shreyes N. Melkote","orcid":"https://orcid.org/0000-0003-3816-0002"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shreyes N. Melkote","raw_affiliation_strings":["George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113969926"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":2.8632,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.89964435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"62","issue":"14","first_page":"5293","last_page":"5314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5572079420089722},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5172508358955383},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.509547770023346},{"id":"https://openalex.org/keywords/computer-integrated-manufacturing","display_name":"Computer-integrated manufacturing","score":0.49157699942588806},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.47320884466171265},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45330461859703064},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4476031959056854},{"id":"https://openalex.org/keywords/smart-manufacturing","display_name":"Smart manufacturing","score":0.4282301366329193},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42595475912094116},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4154365360736847},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4131312072277069},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3578219413757324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3365514278411865},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.31010711193084717},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14598864316940308},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1047419011592865}],"concepts":[{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5572079420089722},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5172508358955383},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.509547770023346},{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.49157699942588806},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.47320884466171265},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45330461859703064},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4476031959056854},{"id":"https://openalex.org/C2988642114","wikidata":"https://www.wikidata.org/wiki/Q25112020","display_name":"Smart manufacturing","level":2,"score":0.4282301366329193},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42595475912094116},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4154365360736847},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4131312072277069},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3578219413757324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3365514278411865},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.31010711193084717},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14598864316940308},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1047419011592865},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/00207543.2023.2290700","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207543.2023.2290700","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:62:y:2024:i:14:p:5293-5314","is_oa":false,"landing_page_url":"http://hdl.handle.net/10.1080/00207543.2023.2290700","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G2614727038","display_name":"A DATA-DRIVEN MANUFACTURABILITY COMPUTATION FRAMEWORK: PROCESS CAPABILITY MEASUREMENT, MODELING, AND QUERIES","funder_award_id":"60NANB20D205","funder_id":"https://openalex.org/F4320332178","funder_display_name":"National Institute of Standards and Technology"},{"id":"https://openalex.org/G3425911037","display_name":"A SYSTEMS AND DATA-DRIVEN MANUFACTURABILITY COMPUTATION FRAMEWORK","funder_award_id":"70NANB19H067","funder_id":"https://openalex.org/F4320332178","funder_display_name":"National Institute of Standards and Technology"}],"funders":[{"id":"https://openalex.org/F4320332178","display_name":"National Institute of Standards and Technology","ror":"https://ror.org/05xpvk416"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W137249086","https://openalex.org/W1971729069","https://openalex.org/W1981616524","https://openalex.org/W2034105264","https://openalex.org/W2037345871","https://openalex.org/W2056627195","https://openalex.org/W2090655609","https://openalex.org/W2099926823","https://openalex.org/W2100657858","https://openalex.org/W2115182825","https://openalex.org/W2131470105","https://openalex.org/W2136414491","https://openalex.org/W2147694185","https://openalex.org/W2158787690","https://openalex.org/W2186111168","https://openalex.org/W2580641839","https://openalex.org/W2767346351","https://openalex.org/W2775056604","https://openalex.org/W2784444963","https://openalex.org/W2790885845","https://openalex.org/W2791288760","https://openalex.org/W2793310866","https://openalex.org/W2797161036","https://openalex.org/W2809224196","https://openalex.org/W2901425086","https://openalex.org/W2913314997","https://openalex.org/W2941765731","https://openalex.org/W2960664293","https://openalex.org/W2964261896","https://openalex.org/W2982734963","https://openalex.org/W2983017781","https://openalex.org/W3002505517","https://openalex.org/W3003384280","https://openalex.org/W3016970897","https://openalex.org/W3025506314","https://openalex.org/W3025899234","https://openalex.org/W3046301215","https://openalex.org/W3084534883","https://openalex.org/W3103934428","https://openalex.org/W3131605684","https://openalex.org/W3136191878","https://openalex.org/W3145734242","https://openalex.org/W3150691190","https://openalex.org/W3171514971","https://openalex.org/W3176203208","https://openalex.org/W3190662310","https://openalex.org/W3196750366","https://openalex.org/W3202182488","https://openalex.org/W3205847154","https://openalex.org/W4206662456","https://openalex.org/W4210906714","https://openalex.org/W4253737807","https://openalex.org/W4281866768","https://openalex.org/W4292088824","https://openalex.org/W4293702883","https://openalex.org/W4296071485","https://openalex.org/W4313071578","https://openalex.org/W4318827596","https://openalex.org/W4324355178","https://openalex.org/W4377967406"],"related_works":["https://openalex.org/W2610007503","https://openalex.org/W2955361956","https://openalex.org/W4296064134","https://openalex.org/W2113535886","https://openalex.org/W2878420685","https://openalex.org/W2385258007","https://openalex.org/W3101652673","https://openalex.org/W2770130632","https://openalex.org/W3011543421","https://openalex.org/W4367662854"],"abstract_inverted_index":{"Automatic":[0],"determination":[1],"of":[2,10,87,111,120,141],"manufacturing":[3,32,47,76,99,126,136,151],"process":[4,100],"sequences":[5,127,137],"for":[6,128,145],"the":[7,46,55,81,85,93,121,139,142],"physical":[8],"production":[9],"given":[11],"part":[12,36,56,83],"designs":[13,37],"is":[14,102],"key":[15],"to":[16,50,96],"facilitate":[17],"on-demand":[18,149],"cyber":[19,150],"manufacturing.":[20],"In":[21],"this":[22],"work,":[23],"we":[24],"propose":[25],"an":[26,74],"integrated":[27],"framework":[28,123,144],"that":[29,63,78],"(i)":[30],"identifies":[31,45],"features":[33,53],"from":[34],"3D":[35],"using":[38,57],"a":[39,58],"Graph":[40],"Neural":[41,60],"Network":[42,61],"(GNN),":[43],"(ii)":[44],"processes":[48],"necessary":[49],"produce":[51,80],"all":[52],"in":[54,147],"Convolutional":[59],"(CNN)":[62],"considers":[64],"shape,":[65],"material":[66],"properties,":[67],"and":[68,71,105],"quality":[69],"information,":[70],"(iii)":[72],"outputs":[73],"ordered":[75],"sequence":[77,88],"can":[79],"designed":[82],"with":[84,131],"help":[86],"mining.":[89],"Using":[90],"these":[91],"methods,":[92],"knowledge":[94],"required":[95],"enable":[97],"automated":[98],"selection":[101],"easily":[103],"scalable":[104],"updatable":[106],"without":[107],"requiring":[108],"manual":[109],"population":[110],"ad-hoc":[112],"or":[113],"rule-based":[114],"descriptions.":[115],"We":[116],"present":[117],"exemplar":[118],"implementations":[119],"proposed":[122,143],"by":[124],"suggesting":[125],"discrete":[129],"parts":[130],"multiple":[132],"features.":[133],"The":[134],"suggested":[135],"demonstrate":[138],"potential":[140],"use":[146],"future":[148],"applications.":[152]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
