{"id":"https://openalex.org/W4200516041","doi":"https://doi.org/10.1109/ictc52510.2021.9621047","title":"Anomaly Detection in Semiconductor Cleanroom Using Isolation Forest","display_name":"Anomaly Detection in Semiconductor Cleanroom Using Isolation Forest","publication_year":2021,"publication_date":"2021-10-20","ids":{"openalex":"https://openalex.org/W4200516041","doi":"https://doi.org/10.1109/ictc52510.2021.9621047"},"language":"en","primary_location":{"id":"doi:10.1109/ictc52510.2021.9621047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9621047","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","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/A5103052801","display_name":"Israt Jahan","orcid":"https://orcid.org/0000-0003-1155-9208"},"institutions":[{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]},{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["BD","KR"],"is_corresponding":true,"raw_author_name":"Israt Jahan","raw_affiliation_strings":["Daffodil International University, Dhaka, Bangladesh","Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]},{"raw_affiliation_string":"Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020889298","display_name":"Md Morshed Alam","orcid":"https://orcid.org/0000-0003-2877-5345"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Md. Morshed Alam","raw_affiliation_strings":["Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006905091","display_name":"Md. Faisal Ahmed","orcid":"https://orcid.org/0000-0002-6511-8486"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Md. Faisal Ahmed","raw_affiliation_strings":["Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022518982","display_name":"Yeong Min Jang","orcid":"https://orcid.org/0000-0002-9963-303X"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeong Min Jang","raw_affiliation_strings":["Kookmin University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Kookmin University, Seoul, Korea","institution_ids":["https://openalex.org/I110273157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103052801"],"corresponding_institution_ids":["https://openalex.org/I110273157","https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.6283,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71237615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"6","issue":null,"first_page":"795","last_page":"797"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9847000241279602,"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/cleanroom","display_name":"Cleanroom","score":0.9939655065536499},{"id":"https://openalex.org/keywords/wafer","display_name":"Wafer","score":0.7377067804336548},{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.6540426015853882},{"id":"https://openalex.org/keywords/semiconductor","display_name":"Semiconductor","score":0.5947544574737549},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5702972412109375},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5654808282852173},{"id":"https://openalex.org/keywords/wafer-fabrication","display_name":"Wafer fabrication","score":0.4758334159851074},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3263389468193054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32391953468322754},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.28213924169540405},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.26636436581611633},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.14979887008666992},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.0749267041683197}],"concepts":[{"id":"https://openalex.org/C127094628","wikidata":"https://www.wikidata.org/wiki/Q794827","display_name":"Cleanroom","level":2,"score":0.9939655065536499},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.7377067804336548},{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.6540426015853882},{"id":"https://openalex.org/C108225325","wikidata":"https://www.wikidata.org/wiki/Q11456","display_name":"Semiconductor","level":2,"score":0.5947544574737549},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5702972412109375},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5654808282852173},{"id":"https://openalex.org/C35750839","wikidata":"https://www.wikidata.org/wiki/Q7959421","display_name":"Wafer fabrication","level":3,"score":0.4758334159851074},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3263389468193054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32391953468322754},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.28213924169540405},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.26636436581611633},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.14979887008666992},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.0749267041683197},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc52510.2021.9621047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc52510.2021.9621047","pdf_url":null,"source":{"id":"https://openalex.org/S4363607766","display_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1963586106","https://openalex.org/W1995443851","https://openalex.org/W2296719434","https://openalex.org/W2392395307","https://openalex.org/W2735242549","https://openalex.org/W2753968620","https://openalex.org/W2808484569","https://openalex.org/W2899638272","https://openalex.org/W2949197567","https://openalex.org/W2982520408","https://openalex.org/W3104917574"],"related_works":["https://openalex.org/W62051507","https://openalex.org/W2146435486","https://openalex.org/W2170726572","https://openalex.org/W2006086900","https://openalex.org/W1483119123","https://openalex.org/W2377558694","https://openalex.org/W2992897358","https://openalex.org/W2394172622","https://openalex.org/W1594978932","https://openalex.org/W2083418455"],"abstract_inverted_index":{"Wafer":[0],"fabrication":[1],"in":[2,34],"semiconductor":[3,36],"companies":[4],"is":[5,55],"frequently":[6],"afflicted":[7],"by":[8],"anomalies":[9],"that":[10,38],"can":[11,61],"have":[12],"a":[13,35],"negative":[14],"impact":[15],"on":[16],"the":[17,40],"cleanroom":[18,37],"environment,":[19],"leading":[20],"to":[21,58],"wafer":[22],"defects.":[23],"This":[24],"study":[25],"describes":[26],"an":[27,70,79],"anomaly":[28],"detection":[29],"system":[30],"for":[31],"edge":[32],"devices":[33],"uses":[39],"Isolation":[41,67],"Forest":[42],"method.":[43],"The":[44],"multidimensional":[45],"dataset,":[46],"which":[47],"comprises":[48],"various":[49],"sizes":[50],"of":[51,76,81],"ultrafine":[52],"PM1":[53],"particles,":[54],"extremely":[56],"harmful":[57],"wafers":[59],"and":[60,78],"be":[62],"detected":[63],"very":[64],"effectively":[65],"using":[66],"Forest,":[68],"with":[69],"F":[71],"<inf":[72],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[73],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</inf>":[74],"-score":[75],"0.9899795":[77],"AUC":[80],"0.99.":[82]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
