{"id":"https://openalex.org/W4401412955","doi":"https://doi.org/10.3390/infrastructures9080131","title":"A Comprehensive Study on Unsupervised Transfer Learning for Structural Health Monitoring of Bridges Using Joint Distribution Adaptation","display_name":"A Comprehensive Study on Unsupervised Transfer Learning for Structural Health Monitoring of Bridges Using Joint Distribution Adaptation","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4401412955","doi":"https://doi.org/10.3390/infrastructures9080131"},"language":"en","primary_location":{"id":"doi:10.3390/infrastructures9080131","doi":"https://doi.org/10.3390/infrastructures9080131","is_oa":true,"landing_page_url":"https://doi.org/10.3390/infrastructures9080131","pdf_url":null,"source":{"id":"https://openalex.org/S4210217608","display_name":"Infrastructures","issn_l":"2412-3811","issn":["2412-3811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infrastructures","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/infrastructures9080131","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073717403","display_name":"Laura Souza","orcid":"https://orcid.org/0009-0002-2021-8229","observed_orcids":["https://orcid.org/0009-0002-2021-8229"]},"institutions":[{"id":"https://openalex.org/I59606676","display_name":"Universidade Federal do Par\u00e1","ror":"https://ror.org/03q9sr818","country_code":"BR","type":"education","lineage":["https://openalex.org/I59606676"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Laura Souza","raw_affiliation_strings":["Applied Electromagnetism Laboratory, Universidade Federal do Par\u00e1, R. Augusto Corr\u00eaa, Guam\u00e1 01, Bel\u00e9m 66075-110, PA, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Electromagnetism Laboratory, Universidade Federal do Par\u00e1, R. Augusto Corr\u00eaa, Guam\u00e1 01, Bel\u00e9m 66075-110, PA, Brazil","institution_ids":["https://openalex.org/I59606676"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066144866","display_name":"Marcus Omori Yano","orcid":"https://orcid.org/0000-0002-9611-9692","observed_orcids":["https://orcid.org/0000-0002-9611-9692"]},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcus Omori Yano","raw_affiliation_strings":["Departamento de Engenharia Mec\u00e2nica, UNESP\u2014Universidade Estadual Paulista, Ilha Solteira 15385-000, SP, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Mec\u00e2nica, UNESP\u2014Universidade Estadual Paulista, Ilha Solteira 15385-000, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062225938","display_name":"Samuel da Silva","orcid":"https://orcid.org/0000-0001-6430-3746","observed_orcids":["https://orcid.org/0000-0001-6430-3746"]},"institutions":[{"id":"https://openalex.org/I879563668","display_name":"Universidade Estadual Paulista (Unesp)","ror":"https://ror.org/00987cb86","country_code":"BR","type":"education","lineage":["https://openalex.org/I879563668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Samuel da Silva","raw_affiliation_strings":["Departamento de Engenharia Mec\u00e2nica, UNESP\u2014Universidade Estadual Paulista, Ilha Solteira 15385-000, SP, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6430-3746","affiliations":[{"raw_affiliation_string":"Departamento de Engenharia Mec\u00e2nica, UNESP\u2014Universidade Estadual Paulista, Ilha Solteira 15385-000, SP, Brazil","institution_ids":["https://openalex.org/I879563668"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063092770","display_name":"El\u00f3i Figueiredo","orcid":"https://orcid.org/0000-0002-9168-6903","observed_orcids":["https://orcid.org/0000-0002-9168-6903"]},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]},{"id":"https://openalex.org/I4387152517","display_name":"Instituto Superior T\u00e9cnico","ror":"https://ror.org/03db2by73","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]},{"id":"https://openalex.org/I88596544","display_name":"Universidade Lus\u00f3fona","ror":"https://ror.org/05xxfer42","country_code":"PT","type":"education","lineage":["https://openalex.org/I88596544"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Eloi Figueiredo","raw_affiliation_strings":["CERIS, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal","Faculty of Engineering, Lus\u00f3fona University, Campo Grande 376, 1749-024 Lisboa, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-9168-6903","affiliations":[{"raw_affiliation_string":"CERIS, Instituto Superior T\u00e9cnico, Universidade de Lisboa, Av. Rovisco Pais 1, 1049-001 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517"]},{"raw_affiliation_string":"Faculty of Engineering, Lus\u00f3fona University, Campo Grande 376, 1749-024 Lisboa, Portugal","institution_ids":["https://openalex.org/I88596544"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5063092770"],"corresponding_institution_ids":["https://openalex.org/I141596103","https://openalex.org/I4387152517","https://openalex.org/I88596544"],"apc_list":{"value":1800,"currency":"CHF","value_usd":2046},"apc_paid":{"value":1800,"currency":"CHF","value_usd":2046},"fwci":2.5342,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.88281003,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"9","issue":"8","first_page":"131","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T12940","display_name":"Structural Engineering and Materials Analysis","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/unsupervised-transfer-learning","display_name":"unsupervised transfer learning","score":0.9459999799728394},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"structural health monitoring","score":0.9409999847412109},{"id":"https://openalex.org/keywords/bridges","display_name":"bridges","score":0.7319999933242798},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"domain adaptation","score":0.7409999966621399},{"id":"https://openalex.org/keywords/joint-distribution-adaptation","display_name":"joint distribution adaptation","score":0.9980000257492065},{"id":"https://openalex.org/keywords/damage-detection","display_name":"damage detection","score":0.9409999847412109},{"id":"https://openalex.org/keywords/prestressed-concrete-bridges","display_name":"prestressed concrete bridges","score":0.9959999918937683},{"id":"https://openalex.org/keywords/data-generalization","display_name":"data generalization","score":0.38499999046325684}],"concepts":[{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.6985584497451782},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6680720448493958},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.632449746131897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.532181978225708},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.5255778431892395},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.43691083788871765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3286634683609009},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23925942182540894},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2215721607208252},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.09217214584350586},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.09025347232818604},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.08394017815589905}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/infrastructures9080131","doi":"https://doi.org/10.3390/infrastructures9080131","is_oa":true,"landing_page_url":"https://doi.org/10.3390/infrastructures9080131","pdf_url":null,"source":{"id":"https://openalex.org/S4210217608","display_name":"Infrastructures","issn_l":"2412-3811","issn":["2412-3811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infrastructures","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:45875d5929d84f5d8ca039713a3d0b09","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/45875d5929d84f5d8ca039713a3d0b09","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Infrastructures, Vol 9, Iss 8, p 131 (2024)","raw_type":"article"},{"id":"pmh:oai:repositorio.unesp.br:11449/306038","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11449/306038","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"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":"instacron:UNESP","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.3390/infrastructures9080131","doi":"https://doi.org/10.3390/infrastructures9080131","is_oa":true,"landing_page_url":"https://doi.org/10.3390/infrastructures9080131","pdf_url":null,"source":{"id":"https://openalex.org/S4210217608","display_name":"Infrastructures","issn_l":"2412-3811","issn":["2412-3811"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","norway-1","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Infrastructures","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":1.0,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Sustainable cities and communities","score":0.5142999887466431,"id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1579271636","https://openalex.org/W1977220071","https://openalex.org/W2017508396","https://openalex.org/W2021609073","https://openalex.org/W2035652711","https://openalex.org/W2049633694","https://openalex.org/W2096943734","https://openalex.org/W2150869884","https://openalex.org/W2165698076","https://openalex.org/W2980113592","https://openalex.org/W2989666287","https://openalex.org/W2997838925","https://openalex.org/W3049103565","https://openalex.org/W3134678906","https://openalex.org/W3166551759","https://openalex.org/W4210972068","https://openalex.org/W4220789559","https://openalex.org/W4220832193","https://openalex.org/W4221095493","https://openalex.org/W4235292672","https://openalex.org/W4283217043","https://openalex.org/W4308335345","https://openalex.org/W4308887981","https://openalex.org/W4313649483","https://openalex.org/W4386797974"],"related_works":["https://openalex.org/W4394794256","https://openalex.org/W4386797974","https://openalex.org/W7214747586","https://openalex.org/W4414441734","https://openalex.org/W4387020332","https://openalex.org/W4415755526","https://openalex.org/W4308887981","https://openalex.org/W4399899787","https://openalex.org/W4411115659","https://openalex.org/W4411022041"],"abstract_inverted_index":{"Bridges":[0],"are":[1],"crucial":[2],"transportation":[3],"infrastructures":[4],"with":[5,66,89,156],"significant":[6],"socioeconomic":[7],"impacts,":[8],"necessitating":[9],"continuous":[10],"assessment":[11],"to":[12,60],"ensure":[13],"safe":[14],"operation.":[15],"However,":[16],"the":[17,23,38,85,95,128,139,145],"vast":[18],"number":[19],"of":[20,28,40,87,100,147],"bridges":[21,59,65,88,113,155],"and":[22,25,98,117],"technical":[24],"financial":[26],"challenges":[27],"maintaining":[29],"permanent":[30],"monitoring":[31,43,68,159],"systems":[32],"in":[33,152],"every":[34],"single":[35],"bridge":[36],"make":[37],"implementation":[39],"structural":[41],"health":[42],"(SHM)":[44],"difficult":[45],"for":[46,135,149],"authorities.":[47],"Unsupervised":[48],"transfer":[49,102,122],"learning,":[50],"which":[51],"reuses":[52],"experimental":[53],"or":[54],"numerical":[55],"data":[56],"from":[57,109],"well-known":[58],"detect":[61],"damage":[62,150],"on":[63],"other":[64],"limited":[67,157],"response":[69],"data,":[70],"has":[71],"emerged":[72],"as":[73],"a":[74],"promising":[75],"solution.":[76],"This":[77,92],"solution":[78],"can":[79],"reduce":[80],"SHM":[81,148],"costs":[82],"while":[83],"ensuring":[84],"safety":[86],"similar":[90],"characteristics.":[91],"paper":[93],"investigates":[94],"limitations,":[96],"challenges,":[97],"opportunities":[99],"unsupervised":[101],"learning":[103,123],"via":[104],"domain":[105,136],"adaptation":[106,131],"across":[107],"datasets":[108],"various":[110],"prestressed":[111,153],"concrete":[112,154],"under":[114],"distinct":[115],"operational":[116],"environmental":[118],"conditions.":[119],"A":[120],"feature-based":[121],"approach":[124],"is":[125,133],"proposed,":[126],"where":[127],"joint":[129],"distribution":[130],"method":[132],"used":[134],"adaptation.":[137],"As":[138],"main":[140],"advantage,":[141],"this":[142],"study":[143],"leverages":[144],"generalization":[146],"detection":[151],"long-term":[158],"data.":[160]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-08-09T00:00:00"}