{"id":"https://openalex.org/W4402216737","doi":"https://doi.org/10.1109/tsmc.2024.3445117","title":"Scenarios Engineering for Trustworthy AI: Domain Adaptation Approach for Reidentification With Synthetic Data","display_name":"Scenarios Engineering for Trustworthy AI: Domain Adaptation Approach for Reidentification With Synthetic Data","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W4402216737","doi":"https://doi.org/10.1109/tsmc.2024.3445117"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.2024.3445117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3445117","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","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/A5100362375","display_name":"Xuan Li","orcid":"https://orcid.org/0000-0003-3999-8923"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuan Li","raw_affiliation_strings":["School of Automation, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112719601","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0002-0008-0659"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108050766","display_name":"Fang Deng","orcid":"https://orcid.org/0000-0002-1111-7285"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Deng","raw_affiliation_strings":["Key Laboratory of Intelligent Control and Decision of Complex Systems and the School of Automation, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Intelligent Control and Decision of Complex Systems and the School of Automation, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113600509","display_name":"Fei\u2010Yue Wang","orcid":"https://orcid.org/0000-0001-9185-3989"},"institutions":[{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fei-Yue Wang","raw_affiliation_strings":["State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Institute of Automation, State Key Laboratory for Management and Control of Complex Systems, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory for Management and Control of Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Automation, State Key Laboratory for Management and Control of Complex Systems, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100362375"],"corresponding_institution_ids":["https://openalex.org/I125839683"],"apc_list":null,"apc_paid":null,"fwci":6.4668,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.96495598,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"54","issue":"11","first_page":"6901","last_page":"6910"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.7031000256538391,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.7031000256538391,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.6191999912261963,"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/trustworthiness","display_name":"Trustworthiness","score":0.8717319965362549},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.694841206073761},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6549875736236572},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6254439353942871},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.62372225522995},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5483572483062744},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.46127721667289734},{"id":"https://openalex.org/keywords/synthetic-biology","display_name":"Synthetic biology","score":0.4239945709705353},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.39713534712791443},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3736356496810913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34124672412872314},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.13120180368423462},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12133881449699402},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.08997896313667297},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08996224403381348},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07675221562385559}],"concepts":[{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.8717319965362549},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.694841206073761},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6549875736236572},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6254439353942871},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.62372225522995},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5483572483062744},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.46127721667289734},{"id":"https://openalex.org/C191908910","wikidata":"https://www.wikidata.org/wiki/Q862838","display_name":"Synthetic biology","level":2,"score":0.4239945709705353},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.39713534712791443},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3736356496810913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34124672412872314},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.13120180368423462},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12133881449699402},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.08997896313667297},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08996224403381348},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07675221562385559},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"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":1,"locations":[{"id":"doi:10.1109/tsmc.2024.3445117","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.2024.3445117","pdf_url":null,"source":{"id":"https://openalex.org/S4210209078","display_name":"IEEE Transactions on Systems Man and Cybernetics Systems","issn_l":"2168-2216","issn":["2168-2216","2168-2232"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics: Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2613911948","display_name":null,"funder_award_id":"U1913602","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3236417456","display_name":null,"funder_award_id":"91948204","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3607637666","display_name":null,"funder_award_id":"62203250","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3904751935","display_name":null,"funder_award_id":"T2121003","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6009616416","display_name":null,"funder_award_id":"2020TQ1057","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7523276240","display_name":null,"funder_award_id":"U20B2071","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7585750288","display_name":null,"funder_award_id":"2020M682823","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1949591461","https://openalex.org/W1982925187","https://openalex.org/W1991452654","https://openalex.org/W2108598243","https://openalex.org/W2157598322","https://openalex.org/W2204750386","https://openalex.org/W2433217581","https://openalex.org/W2495961871","https://openalex.org/W2511791013","https://openalex.org/W2519904008","https://openalex.org/W2583147637","https://openalex.org/W2598634450","https://openalex.org/W2779954854","https://openalex.org/W2799107345","https://openalex.org/W2884366600","https://openalex.org/W2894568782","https://openalex.org/W2903718489","https://openalex.org/W2904427185","https://openalex.org/W2912406707","https://openalex.org/W2953684117","https://openalex.org/W2955147859","https://openalex.org/W2963000559","https://openalex.org/W2963047834","https://openalex.org/W2963721283","https://openalex.org/W2967515867","https://openalex.org/W2968374502","https://openalex.org/W2969446427","https://openalex.org/W2982041213","https://openalex.org/W2991460783","https://openalex.org/W2996695408","https://openalex.org/W3009761962","https://openalex.org/W3034527052","https://openalex.org/W3035556689","https://openalex.org/W3082441598","https://openalex.org/W3107087058","https://openalex.org/W3150780356","https://openalex.org/W3173316665","https://openalex.org/W3194783840","https://openalex.org/W3209213092","https://openalex.org/W4200177764","https://openalex.org/W4281615222","https://openalex.org/W4288889652","https://openalex.org/W4296425724","https://openalex.org/W4311404245","https://openalex.org/W4312238169","https://openalex.org/W4312550876","https://openalex.org/W4312582398","https://openalex.org/W4312661650","https://openalex.org/W4317603914","https://openalex.org/W4322096648","https://openalex.org/W4366957398","https://openalex.org/W4367146999","https://openalex.org/W4387448509","https://openalex.org/W4387969510","https://openalex.org/W6639480849","https://openalex.org/W6675751002","https://openalex.org/W6751420435","https://openalex.org/W6763662452","https://openalex.org/W6765757523","https://openalex.org/W6791252336","https://openalex.org/W6810622211"],"related_works":["https://openalex.org/W3141738981","https://openalex.org/W2099102792","https://openalex.org/W4254255930","https://openalex.org/W4377564965","https://openalex.org/W4205129443","https://openalex.org/W2076536433","https://openalex.org/W2009687716","https://openalex.org/W634364059","https://openalex.org/W90316445","https://openalex.org/W4394775207"],"abstract_inverted_index":{"Reidentification":[0],"(Re-ID)":[1],"is":[2],"a":[3,9,52,58,116,134],"crucial":[4],"computer":[5],"vision":[6],"application":[7],"with":[8],"variety":[10],"of":[11,26,36,83,156,177,191],"potential":[12],"uses":[13],"in":[14,77,203],"many":[15],"maritime":[16],"scenarios,":[17],"including":[18],"search,":[19],"rescue,":[20],"and":[21,43,73,124,141,172,184,197],"surveillance.":[22],"However,":[23],"the":[24,34,87,147,157,175,189,192],"development":[25],"advanced":[27],"boat":[28,63,71,169],"reidentification":[29],"(Boat":[30],"Re-ID)":[31],"algorithms":[32,171,179],"necessitates":[33],"availability":[35],"large-scale":[37],"Re-ID":[38,64,89,170],"datasets":[39,85,106,163],"for":[40,55,62],"model":[41],"training":[42,136],"evaluation.":[44],"Inspired":[45],"by":[46],"scenarios":[47],"engineering,":[48],"this":[49],"study":[50],"proposes":[51],"new":[53],"framework":[54],"automatically":[56],"generating":[57],"realistic":[59],"synthetic":[60,67,84,105,125,162],"dataset":[61,68,152],"investigation.":[65],"The":[66,81,154],"contains":[69],"107":[70],"models":[72],"various":[74],"visual":[75],"conditions":[76,183],"36":[78],"real":[79,123],"backgrounds.":[80],"use":[82],"enables":[86],"learning-based":[88],"algorithm\u2019s":[90],"performance":[91,176,202],"to":[92,109,127,145,167,199],"be":[93,165],"quantitatively":[94,173],"verificated":[95],"under":[96,180],"varying":[97],"imaging":[98,182],"conditions.":[99],"Nonetheless,":[100],"our":[101,186],"experiments":[102,158],"prove":[103],"that":[104,120,160],"are":[107],"inadequate":[108],"handle":[110],"real-world":[111,204],"challenges.":[112],"Therefore,":[113],"we":[114],"present":[115],"domain":[117],"adaptation":[118],"approach":[119,132,187],"integrates":[121],"both":[122],"data":[126,194],"create":[128],"trustworthy":[129],"models.":[130],"This":[131],"employs":[133],"multistep":[135],"strategy,":[137],"gradient":[138],"reversal":[139],"layer":[140],"novel":[142],"loss":[143],"functions":[144],"preserve":[146],"features":[148],"from":[149],"two":[150,193],"distribution":[151],"domains.":[153],"results":[155],"demonstrate":[159],"1)":[161],"can":[164],"employed":[166],"train":[168],"test":[174],"these":[178],"diverse":[181],"2)":[185],"utilizes":[188],"attributes":[190],"domains":[195],"(real":[196],"synthetic)":[198],"achieve":[200],"exceptional":[201],"applications.":[205]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}