{"id":"https://openalex.org/W3107248059","doi":"https://doi.org/10.1109/itc44778.2020.9325246","title":"A Learning-Based Cell-Aware Diagnosis Flow for Industrial Customer Returns","display_name":"A Learning-Based Cell-Aware Diagnosis Flow for Industrial Customer Returns","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3107248059","doi":"https://doi.org/10.1109/itc44778.2020.9325246","mag":"3107248059"},"language":"en","primary_location":{"id":"doi:10.1109/itc44778.2020.9325246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc44778.2020.9325246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Test Conference (ITC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03034264","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009375578","display_name":"S. Mhamdi","orcid":"https://orcid.org/0000-0003-2191-6336"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"S. Mhamdi","raw_affiliation_strings":["LIRMM, Univ. of Montpellier / CNRS, Montpellier, France"],"affiliations":[{"raw_affiliation_string":"LIRMM, Univ. of Montpellier / CNRS, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005116115","display_name":"Patrick Girard","orcid":"https://orcid.org/0000-0003-0722-8772"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"P. Girard","raw_affiliation_strings":["LIRMM, Univ. of Montpellier / CNRS, Montpellier, France"],"affiliations":[{"raw_affiliation_string":"LIRMM, Univ. of Montpellier / CNRS, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089236739","display_name":"A. Virazel","orcid":"https://orcid.org/0000-0001-7398-7107"},"institutions":[{"id":"https://openalex.org/I19894307","display_name":"Universit\u00e9 de Montpellier","ror":"https://ror.org/051escj72","country_code":"FR","type":"education","lineage":["https://openalex.org/I19894307"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210101743","display_name":"Laboratoire d'Informatique, de Robotique et de Micro\u00e9lectronique de Montpellier","ror":"https://ror.org/013yean28","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I151295451","https://openalex.org/I19894307","https://openalex.org/I4210101743","https://openalex.org/I4210159245","https://openalex.org/I4405261681"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Virazel","raw_affiliation_strings":["LIRMM, Univ. of Montpellier / CNRS, Montpellier, France"],"affiliations":[{"raw_affiliation_string":"LIRMM, Univ. of Montpellier / CNRS, Montpellier, France","institution_ids":["https://openalex.org/I4210101743","https://openalex.org/I19894307","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074986688","display_name":"Alberto Bosio","orcid":"https://orcid.org/0000-0001-6116-7339"},"institutions":[{"id":"https://openalex.org/I112936343","display_name":"\u00c9cole Centrale de Lyon","ror":"https://ror.org/05s6rge65","country_code":"FR","type":"education","lineage":["https://openalex.org/I112936343","https://openalex.org/I203339264"]},{"id":"https://openalex.org/I2800958632","display_name":"Institut des Nanotechnologies de Lyon","ror":"https://ror.org/04jsk0b74","country_code":"FR","type":"facility","lineage":["https://openalex.org/I100532134","https://openalex.org/I112936343","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I203339264","https://openalex.org/I2800958632","https://openalex.org/I4210095849","https://openalex.org/I48430043","https://openalex.org/I59692284"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Bosio","raw_affiliation_strings":["INL, \u00c9cole Centrale de Lyon, France"],"affiliations":[{"raw_affiliation_string":"INL, \u00c9cole Centrale de Lyon, France","institution_ids":["https://openalex.org/I112936343","https://openalex.org/I2800958632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059773954","display_name":"Aymen Ladhar","orcid":null},"institutions":[{"id":"https://openalex.org/I4210104693","display_name":"STMicroelectronics (France)","ror":"https://ror.org/01c74sd89","country_code":"FR","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210104693"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Ladhar","raw_affiliation_strings":["STMicroelectronics Crolles, France"],"affiliations":[{"raw_affiliation_string":"STMicroelectronics Crolles, France","institution_ids":["https://openalex.org/I4210104693"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5009375578"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I19894307","https://openalex.org/I4210101743"],"apc_list":null,"apc_paid":null,"fwci":1.4053,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.81766544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"31","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9934999942779541,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9883000254631042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7484242916107178},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6794965267181396},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.6167697310447693},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5662117600440979},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.531211256980896},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.5223749279975891},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45953962206840515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38389503955841064},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3363944888114929},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.31593507528305054},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18862515687942505}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7484242916107178},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6794965267181396},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.6167697310447693},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5662117600440979},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.531211256980896},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.5223749279975891},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45953962206840515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38389503955841064},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3363944888114929},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.31593507528305054},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18862515687942505},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/itc44778.2020.9325246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc44778.2020.9325246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE International Test Conference (ITC)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:lirmm-03034264v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03034264","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.itctestweek.org/","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:lirmm-03034264v1","is_oa":true,"landing_page_url":"https://hal-lirmm.ccsd.cnrs.fr/lirmm-03034264","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.itctestweek.org/","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5799999833106995,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W179179905","https://openalex.org/W1537503911","https://openalex.org/W1588700481","https://openalex.org/W1817561967","https://openalex.org/W1873332500","https://openalex.org/W1985381204","https://openalex.org/W2075350166","https://openalex.org/W2108914014","https://openalex.org/W2116395868","https://openalex.org/W2127346720","https://openalex.org/W2136804917","https://openalex.org/W2137690090","https://openalex.org/W2146990954","https://openalex.org/W2154175125","https://openalex.org/W2165066449","https://openalex.org/W2168239639","https://openalex.org/W2795765414","https://openalex.org/W2913887865","https://openalex.org/W2926843349","https://openalex.org/W2977802286","https://openalex.org/W3022558733","https://openalex.org/W3039239066","https://openalex.org/W3149163555","https://openalex.org/W3149985420","https://openalex.org/W6607259140","https://openalex.org/W6639175750","https://openalex.org/W6680485807"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W4400235630"],"abstract_inverted_index":{"Diagnosis":[0],"is":[1],"crucial":[2],"in":[3,13,59,84],"order":[4],"to":[5,41],"establish":[6],"the":[7,46,78,81,91,113],"root":[8],"cause":[9],"of":[10,32,80,86],"observed":[11],"failures":[12],"Systems-on-Chip":[14],"(SoC).":[15],"In":[16],"this":[17],"paper,":[18],"we":[19],"present":[20],"a":[21,37,72],"new":[22],"framework":[23,83],"based":[24],"on":[25,64,99,116],"supervised":[26],"learning":[27],"for":[28],"cell-aware":[29,74],"defect":[30,44],"diagnosis":[31,75],"customer":[33,107],"returns.":[34],"By":[35],"using":[36],"Naive":[38],"Bayes":[39],"classifier":[40],"accurately":[42],"identify":[43],"candidates,":[45],"proposed":[47,82,92],"flow":[48,93],"indistinctly":[49],"deals":[50],"with":[51,71],"static":[52],"and":[53,88,97,105],"dynamic":[54],"defects":[55],"that":[56],"may":[57],"occur":[58],"actual":[60],"circuits.":[61,118],"Results":[62],"achieved":[63,115],"benchmark":[65,117],"circuits,":[66],"as":[67,69],"well":[68],"comparison":[70],"commercial":[73],"tool,":[76],"show":[77],"effectiveness":[79],"terms":[85],"accuracy":[87],"resolution.":[89],"Moreover,":[90],"has":[94],"been":[95],"experimented":[96],"validated":[98],"industrial":[100],"circuits":[101],"(two":[102],"test":[103],"chips":[104],"one":[106],"return":[108],"from":[109],"STMicroelectronics),":[110],"thus":[111],"corroborating":[112],"results":[114]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
