{"id":"https://openalex.org/W2992783264","doi":"https://doi.org/10.1109/ccta.2019.8920608","title":"Domain Adaptation Based Fault Detection in Label Imbalanced Cyberphysical Systems","display_name":"Domain Adaptation Based Fault Detection in Label Imbalanced Cyberphysical Systems","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2992783264","doi":"https://doi.org/10.1109/ccta.2019.8920608","mag":"2992783264"},"language":"en","primary_location":{"id":"doi:10.1109/ccta.2019.8920608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta.2019.8920608","pdf_url":null,"source":{"id":"https://openalex.org/S4306498490","display_name":"2019 IEEE Conference on Control Technology and Applications (CCTA)","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":"2019 IEEE Conference on Control Technology and Applications (CCTA)","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/A5012144809","display_name":"B. Taskazan","orcid":null},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"B. Taskazan","raw_affiliation_strings":["ECE Department, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075494961","display_name":"Jared Miller","orcid":"https://orcid.org/0000-0003-4948-4918"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Miller","raw_affiliation_strings":["ECE Department, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087058552","display_name":"Uduak Inyang-Udoh","orcid":"https://orcid.org/0000-0002-4356-2156"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"U. Inyang-Udoh","raw_affiliation_strings":["Mechanical Engineering, RPI, Troy, NY"],"affiliations":[{"raw_affiliation_string":"Mechanical Engineering, RPI, Troy, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047038311","display_name":"Octavia Camps","orcid":"https://orcid.org/0000-0003-1945-9172"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"O. Camps","raw_affiliation_strings":["ECE Department, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074266892","display_name":"Mario Sznaier","orcid":"https://orcid.org/0000-0003-4439-3988"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"M. Sznaier","raw_affiliation_strings":["ECE Department, Northeastern University, Boston, MA"],"affiliations":[{"raw_affiliation_string":"ECE Department, Northeastern University, Boston, MA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5012144809"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":null,"apc_paid":null,"fwci":0.2624,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6243359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"142","last_page":"147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6813195943832397},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.6255370378494263},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6139472126960754},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5542270541191101},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4465753138065338},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3315068185329437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28633156418800354},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0597919225692749},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05651184916496277}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6813195943832397},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.6255370378494263},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6139472126960754},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5542270541191101},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4465753138065338},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3315068185329437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28633156418800354},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0597919225692749},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05651184916496277},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccta.2019.8920608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccta.2019.8920608","pdf_url":null,"source":{"id":"https://openalex.org/S4306498490","display_name":"2019 IEEE Conference on Control Technology and Applications (CCTA)","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":"2019 IEEE Conference on Control Technology and Applications (CCTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1597576211","https://openalex.org/W1722318740","https://openalex.org/W1966096622","https://openalex.org/W1967344706","https://openalex.org/W1984240524","https://openalex.org/W2071916795","https://openalex.org/W2087347434","https://openalex.org/W2104068492","https://openalex.org/W2107298017","https://openalex.org/W2115403315","https://openalex.org/W2119821739","https://openalex.org/W2122646361","https://openalex.org/W2128053425","https://openalex.org/W2131828811","https://openalex.org/W2149466042","https://openalex.org/W2153635508","https://openalex.org/W2167623372","https://openalex.org/W2291095262","https://openalex.org/W2427487793","https://openalex.org/W2480976862","https://openalex.org/W2558385255","https://openalex.org/W2753858143","https://openalex.org/W2799813480","https://openalex.org/W2899461074","https://openalex.org/W2963275094","https://openalex.org/W4239510810","https://openalex.org/W6637542466","https://openalex.org/W6676215431","https://openalex.org/W6681637710","https://openalex.org/W6684641359","https://openalex.org/W6685415078","https://openalex.org/W6717893188"],"related_works":["https://openalex.org/W4394775207","https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W4321649381","https://openalex.org/W2997645659","https://openalex.org/W3180787869","https://openalex.org/W3203792196","https://openalex.org/W2955455867","https://openalex.org/W4295929828","https://openalex.org/W3156096827"],"abstract_inverted_index":{"In":[0],"this":[1,52,81],"paper":[2,82],"we":[3],"propose":[4],"a":[5,41,56,67,111,124,128,140,145,158,171,181,212],"data-driven":[6],"fault":[7,184],"detection":[8,185],"framework":[9],"for":[10],"semi-supervised":[11],"scenarios":[12],"where":[13,162],"labeled":[14],"training":[15],"data":[16,39,92,200,210],"from":[17,33,40,211],"the":[18,36,72,75,87,91,103,120,132,163],"system":[19,43,95],"under":[20],"consideration":[21],"(the":[22,44],"\u201ctarget\u201d)":[23],"is":[24,46,54,59,83,195],"imbalanced":[25],"(e.g.":[26],"only":[27,209],"relatively":[28],"few":[29],"labels":[30],"are":[31,108,178],"available":[32],"one":[34],"of":[35,51,74,80,90,122],"classes),":[37],"but":[38,61],"related":[42,109],"\u201csource\u201d)":[45],"readily":[47],"available.":[48],"An":[49],"example":[50],"situation":[53],"when":[55],"generic":[57],"simulator":[58],"available,":[60],"needs":[62],"to":[63,70,84,139,144,197,203],"be":[64,155,167],"tuned":[65,207],"on":[66],"case-by-case":[68],"basis":[69],"match":[71],"parameters":[73],"actual":[76],"system.":[77],"The":[78,192],"goal":[79],"work":[85],"with":[86,180],"statistical":[88],"distribution":[89],"without":[93],"necessitating":[94],"identification.":[96],"Our":[97],"main":[98],"result":[99],"shows":[100],"that":[101,126],"if":[102],"source":[104,134],"and":[105,135],"target":[106,136],"domain":[107,118],"by":[110],"linear":[112],"transformation":[113],"(a":[114],"common":[115],"assumption":[116],"in":[117,186],"adaptation),":[119],"problem":[121],"designing":[123],"classifier":[125],"minimizes":[127],"miss-classification":[129],"loss":[130],"over":[131],"joint":[133],"domains":[137],"reduces":[138],"convex":[141],"optimization":[142,160],"subject":[143],"single":[146,213],"(non-convex)":[147],"equality":[148,152],"constraint.":[149],"This":[150],"second-order":[151],"constraint":[153,165],"can":[154,166],"recast":[156],"as":[157],"rank-1":[159],"problem,":[161],"rank":[164],"efficiently":[168],"handled":[169],"through":[170],"reweighted":[172],"nuclear":[173],"norm":[174],"surrogate.":[175],"These":[176],"results":[177],"illustrated":[179],"practical":[182],"application:":[183],"additive":[187],"manufacturing":[188],"(industrial":[189],"3D":[190],"printing).":[191],"proposed":[193],"method":[194],"able":[196],"exploit":[198],"simulation":[199],"(source":[201],"domain)":[202],"substantially":[204],"outperform":[205],"classifiers":[206],"using":[208],"domain.":[214]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
