{"id":"https://openalex.org/W2060784946","doi":"https://doi.org/10.4018/ijfsa.2012040103","title":"A PCA-FBPN Approach for Job Cycle Time Estimation in a Wafer Fabrication Factory","display_name":"A PCA-FBPN Approach for Job Cycle Time Estimation in a Wafer Fabrication Factory","publication_year":2012,"publication_date":"2012-04-01","ids":{"openalex":"https://openalex.org/W2060784946","doi":"https://doi.org/10.4018/ijfsa.2012040103","mag":"2060784946"},"language":"en","primary_location":{"id":"doi:10.4018/ijfsa.2012040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijfsa.2012040103","pdf_url":null,"source":{"id":"https://openalex.org/S4210179311","display_name":"International Journal of Fuzzy System Applications","issn_l":"2156-1761","issn":["2156-1761","2156-177X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy System Applications","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/A5037831741","display_name":"Toly Chen","orcid":"https://orcid.org/0000-0002-5608-5176"},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Toly Chen","raw_affiliation_strings":["Feng Chia University, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Feng Chia University, Taiwan","institution_ids":["https://openalex.org/I4880106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037831741"],"corresponding_institution_ids":["https://openalex.org/I4880106"],"apc_list":null,"apc_paid":null,"fwci":4.3494,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.94273079,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2","issue":"2","first_page":"50","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9641000032424927,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wafer-fabrication","display_name":"Wafer fabrication","score":0.8041492104530334},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6630694270133972},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6110057830810547},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.5889789462089539},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5784014463424683},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5221810340881348},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4986751079559326},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4493020176887512},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.4193653166294098},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41192105412483215},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3741489052772522},{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.34942758083343506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33647626638412476},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3228299021720886},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3053230047225952},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1641429364681244},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07982468605041504}],"concepts":[{"id":"https://openalex.org/C35750839","wikidata":"https://www.wikidata.org/wiki/Q7959421","display_name":"Wafer fabrication","level":3,"score":0.8041492104530334},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6630694270133972},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6110057830810547},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.5889789462089539},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5784014463424683},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5221810340881348},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4986751079559326},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4493020176887512},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.4193653166294098},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41192105412483215},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3741489052772522},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.34942758083343506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33647626638412476},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3228299021720886},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3053230047225952},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1641429364681244},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07982468605041504},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/ijfsa.2012040103","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijfsa.2012040103","pdf_url":null,"source":{"id":"https://openalex.org/S4210179311","display_name":"International Journal of Fuzzy System Applications","issn_l":"2156-1761","issn":["2156-1761","2156-177X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy System Applications","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jfsa00:v:2:y:2012:i:2:p:50-67","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/ijfsa.2012040103","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":[{"score":0.4699999988079071,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1519242541","https://openalex.org/W1549201462","https://openalex.org/W1964057582","https://openalex.org/W1964980244","https://openalex.org/W1967424155","https://openalex.org/W1972049813","https://openalex.org/W1983608915","https://openalex.org/W1985222174","https://openalex.org/W1993099652","https://openalex.org/W1994741930","https://openalex.org/W2005984945","https://openalex.org/W2017128157","https://openalex.org/W2025466470","https://openalex.org/W2026113649","https://openalex.org/W2032130246","https://openalex.org/W2033465645","https://openalex.org/W2036902578","https://openalex.org/W2038017074","https://openalex.org/W2047068633","https://openalex.org/W2048069432","https://openalex.org/W2050288270","https://openalex.org/W2058843804","https://openalex.org/W2065476942","https://openalex.org/W2066289742","https://openalex.org/W2068836156","https://openalex.org/W2069715036","https://openalex.org/W2115588043","https://openalex.org/W2116322295","https://openalex.org/W2135839716","https://openalex.org/W2163648511","https://openalex.org/W2164390889","https://openalex.org/W2540574235","https://openalex.org/W3016752082","https://openalex.org/W3030527407","https://openalex.org/W3044872948","https://openalex.org/W4242480684"],"related_works":["https://openalex.org/W1975632186","https://openalex.org/W2946551485","https://openalex.org/W3007738315","https://openalex.org/W1953501065","https://openalex.org/W2067424934","https://openalex.org/W2950583200","https://openalex.org/W2013981730","https://openalex.org/W2097417402","https://openalex.org/W2080254140","https://openalex.org/W3206953169"],"abstract_inverted_index":{"Variable":[0],"replacement":[1],"is":[2,23,41,63,84],"a":[3,24,28,82,98,110],"well-known":[4],"technique":[5],"to":[6,16,27,43,57,65,78,86,94],"improve":[7],"the":[8,17,45,49,59,79,88,95,101],"forecasting":[9,46],"performance,":[10],"but":[11],"has":[12],"not":[13],"been":[14],"applied":[15,42,64],"job":[18],"cycle":[19,89],"time":[20],"forecasting,":[21],"which":[22],"critical":[25],"task":[26],"semiconductor":[29],"manufacturer.":[30],"To":[31],"this":[32,35],"end,":[33],"in":[34],"study,":[36,100],"principal":[37],"component":[38],"analysis":[39],"(PCA)":[40],"enhance":[44],"performance":[47],"of":[48,71,91,97],"fuzzy":[50],"back":[51],"propagation":[52],"network":[53],"(FBPN)":[54],"approach.":[55],"First,":[56],"replace":[58],"original":[60],"variables,":[61],"PCA":[62],"form":[66],"variables":[67],"that":[68],"are":[69],"independent":[70],"each":[72],"other,":[73],"and":[74],"become":[75],"new":[76],"inputs":[77],"FBPN.":[80],"Subsequently,":[81],"FBPN":[83],"constructed":[85],"estimate":[87],"times":[90],"jobs.":[92],"According":[93],"results":[96],"case":[99],"hybrid":[102],"PCA-FBPN":[103],"approach":[104],"was":[105],"more":[106],"efficient,":[107],"while":[108],"achieving":[109],"satisfactory":[111],"estimation":[112],"performance.":[113]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":4}],"updated_date":"2026-06-11T06:19:23.411458","created_date":"2025-10-10T00:00:00"}
