{"id":"https://openalex.org/W3121447847","doi":"https://doi.org/10.1109/itc44778.2020.9325269","title":"Automated Socket Anomaly Detection through Deep Learning","display_name":"Automated Socket Anomaly Detection through Deep Learning","publication_year":2020,"publication_date":"2020-11-01","ids":{"openalex":"https://openalex.org/W3121447847","doi":"https://doi.org/10.1109/itc44778.2020.9325269","mag":"3121447847"},"language":"en","primary_location":{"id":"doi:10.1109/itc44778.2020.9325269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc44778.2020.9325269","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":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040222627","display_name":"Nidhi Agrawal","orcid":"https://orcid.org/0000-0002-9168-8669"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nidhi Agrawal","raw_affiliation_strings":["Advantest America, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advantest America, Inc., San Jose, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063913604","display_name":"Minjian Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Min-Jian Yang","raw_affiliation_strings":["Advantest America, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advantest America, Inc., San Jose, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073120036","display_name":"Constantinos Xanthopoulos","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Constantinos Xanthopoulos","raw_affiliation_strings":["Advantest America, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advantest America, Inc., San Jose, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007254795","display_name":"Vijayakumar Thangamariappan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vijayakumar Thangamariappan","raw_affiliation_strings":["Advantest America, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advantest America, Inc., San Jose, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000182108","display_name":"Joe Xiao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joe Xiao","raw_affiliation_strings":["Essai, Inc.,Advantest Group, Fremont, CA, USA"],"affiliations":[{"raw_affiliation_string":"Essai, Inc.,Advantest Group, Fremont, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076853573","display_name":"Chee-Wah Ho","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chee-Wah Ho","raw_affiliation_strings":["Essai, Inc.,Advantest Group, Fremont, CA, USA"],"affiliations":[{"raw_affiliation_string":"Essai, Inc.,Advantest Group, Fremont, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002614236","display_name":"Keith Schaub","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Keith Schaub","raw_affiliation_strings":["Advantest America, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advantest America, Inc., San Jose, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013576641","display_name":"Ira Leventhal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ira Leventhal","raw_affiliation_strings":["Advantest America, Inc., San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Advantest America, Inc., San Jose, CA, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5040222627"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1783,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62757354,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9998999834060669,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9998999834060669,"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9959999918937683,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7425457239151001},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.625646710395813},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5565991401672363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.545975387096405},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.51889568567276},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.43469658493995667},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3609953224658966},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3326035141944885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425457239151001},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.625646710395813},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5565991401672363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.545975387096405},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.51889568567276},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.43469658493995667},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3609953224658966},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3326035141944885},{"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itc44778.2020.9325269","is_oa":false,"landing_page_url":"https://doi.org/10.1109/itc44778.2020.9325269","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2113678082","https://openalex.org/W2159205782","https://openalex.org/W2884367402","https://openalex.org/W2913085327","https://openalex.org/W3009635072"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2105642232","https://openalex.org/W3197833032","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4386081464","https://openalex.org/W4294635752","https://openalex.org/W3207332793","https://openalex.org/W4380075502"],"abstract_inverted_index":{"The":[0,17,60],"paper":[1],"will":[2],"demonstrate":[3],"the":[4,11,46,64],"application":[5],"of":[6,13,45,48,63,72],"Deep":[7],"Learning":[8,50],"(DL)":[9],"for":[10,26,51],"detection":[12],"defective":[14],"tester":[15],"sockets.":[16],"proposed":[18,65],"methodology":[19,66],"relies":[20],"on":[21,69],"images":[22],"like":[23],"those":[24],"used":[25],"manual":[27],"or":[28],"rule-based":[29],"inspection,":[30],"commonly":[31],"collected":[32,73],"using":[33],"Automated":[34],"Optical":[35],"Inspection":[36],"(AOI)":[37],"equipment.":[38],"This":[39],"work":[40],"represents":[41],"a":[42,57],"practical":[43],"example":[44],"use":[47],"Machine":[49],"achieving":[52],"improved":[53],"inspection-quality":[54],"outcomes":[55],"at":[56],"lower":[58],"cost.":[59],"experimental":[61],"evaluation":[62],"was":[67],"performed":[68],"production":[70],"set":[71],"socket":[74],"images.":[75]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
