{"id":"https://openalex.org/W4405487851","doi":"https://doi.org/10.1109/tii.2024.3514207","title":"Filter-Match-Interact Transfer Framework for Machineries Open-Set Fault Diagnosis","display_name":"Filter-Match-Interact Transfer Framework for Machineries Open-Set Fault Diagnosis","publication_year":2024,"publication_date":"2024-12-17","ids":{"openalex":"https://openalex.org/W4405487851","doi":"https://doi.org/10.1109/tii.2024.3514207"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3514207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3514207","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5071345802","display_name":"Fuzheng Liu","orcid":"https://orcid.org/0000-0002-2866-4808"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuzheng Liu","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-2866-4808","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102891053","display_name":"Xiangyi Geng","orcid":"https://orcid.org/0000-0002-9609-7075"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyi Geng","raw_affiliation_strings":["Public (Innovation) Experimental Teaching Center, Shandong University, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-9609-7075","affiliations":[{"raw_affiliation_string":"Public (Innovation) Experimental Teaching Center, Shandong University, Qingdao, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113292150","display_name":"Longqing Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210090460","display_name":"Nanjing Institute of Railway Technology","ror":"https://ror.org/00ctyfm67","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210090460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Longqing Fan","raw_affiliation_strings":["National Innovation Center of High-Speed Train, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Innovation Center of High-Speed Train, Qingdao, China","institution_ids":["https://openalex.org/I4210090460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022632353","display_name":"Mingshun Jiang","orcid":"https://orcid.org/0000-0002-0031-7409"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingshun Jiang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-0031-7409","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023043630","display_name":"Faye Zhang","orcid":"https://orcid.org/0000-0001-6239-3231"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Faye Zhang","raw_affiliation_strings":["School of Control Science and Engineering, Shandong University, Jinan, China"],"raw_orcid":"https://orcid.org/0000-0001-6239-3231","affiliations":[{"raw_affiliation_string":"School of Control Science and Engineering, Shandong University, Jinan, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071345802"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":null,"apc_paid":null,"fwci":2.5242,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90029453,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"21","issue":"3","first_page":"2758","last_page":"2766"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9944000244140625,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9944000244140625,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9901000261306763,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/computer-science","display_name":"Computer science","score":0.5447238087654114},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5087748169898987},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5016217231750488},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.41606059670448303},{"id":"https://openalex.org/keywords/open-set","display_name":"Open set","score":0.41260504722595215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3234022259712219},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.24653974175453186},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15596988797187805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5447238087654114},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5087748169898987},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5016217231750488},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.41606059670448303},{"id":"https://openalex.org/C42357961","wikidata":"https://www.wikidata.org/wiki/Q213363","display_name":"Open set","level":2,"score":0.41260504722595215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3234022259712219},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.24653974175453186},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15596988797187805},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"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/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3514207","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3514207","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1890880622","display_name":null,"funder_award_id":"62073193","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3643177","display_name":null,"funder_award_id":"62373219","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4392259616","display_name":null,"funder_award_id":"ZR2023MF100","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G456033569","display_name":null,"funder_award_id":"62373215","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W2798593490","https://openalex.org/W2948429981","https://openalex.org/W3122985179","https://openalex.org/W3142041738","https://openalex.org/W3201753566","https://openalex.org/W4292133349","https://openalex.org/W4292197747","https://openalex.org/W4293243095","https://openalex.org/W4307567853","https://openalex.org/W4315778521","https://openalex.org/W4317934000","https://openalex.org/W4321016476","https://openalex.org/W4375854801","https://openalex.org/W4379206867","https://openalex.org/W4384819582","https://openalex.org/W4386572330","https://openalex.org/W4387643877","https://openalex.org/W4388792609","https://openalex.org/W4389888942","https://openalex.org/W4391991609","https://openalex.org/W4399452954"],"related_works":["https://openalex.org/W2381457774","https://openalex.org/W4313233182","https://openalex.org/W4309570356","https://openalex.org/W3034998010","https://openalex.org/W4283819694","https://openalex.org/W4307413935","https://openalex.org/W2369921616","https://openalex.org/W2387644738","https://openalex.org/W4293744028","https://openalex.org/W4327768022"],"abstract_inverted_index":{"The":[0,134],"available":[1],"labeled":[2],"samples":[3,58,63,74,89],"are":[4,15],"scarce":[5],"when":[6,20],"high-end":[7],"machineries":[8],"work":[9],"in":[10],"different":[11,140],"operating-load":[12],"conditions.":[13],"There":[14],"often":[16],"new":[17],"faults":[18],"present":[19],"conducting":[21],"transfer":[22,46],"fault":[23],"diagnosis,":[24],"leading":[25],"to":[26,30],"performance":[27],"degradation.":[28],"How":[29],"accurately":[31],"identify":[32],"them":[33],"under":[34],"dynamic":[35],"load-variable":[36],"conditions":[37],"is":[38,49],"a":[39],"more":[40],"challenging":[41],"issue.":[42],"Therefore,":[43],"the":[44,61,68,92,97,102,124],"filter-match-interact":[45],"framework":[47],"(FMI-TF)":[48],"proposed,":[50],"which":[51],"consists":[52],"of":[53,106],"three":[54],"interactive":[55,126],"networks.":[56],"Open":[57],"filtering:":[59],"learn":[60],"known\u2013unknown":[62,88],"classification":[64],"hyperplane":[65],"by":[66,122],"designing":[67],"progressive":[69,77],"filtering":[70],"discriminator,":[71],"achieving":[72,130],"target":[73],"distraction":[75],"and":[76,86,101,113,117,129],"outliers":[78],"filtering.":[79],"Weighted":[80],"auxiliary":[81,98],"matching:":[82],"align":[83],"domain":[84],"distributions":[85],"tighten":[87],"boundary":[90],"through":[91],"entropy-modified":[93],"weighted":[94],"matching":[95],"mechanism,":[96],"distracting":[99],"classifier,":[100],"high-confidence":[103],"negative":[104],"probabilities":[105],"unknown":[107],"samples.":[108],"Interactive":[109],"refinement":[110],"rectification:":[111],"mine":[112],"cultivate":[114],"information":[115],"interaction":[116],"coupling":[118],"within":[119],"two":[120],"networks":[121],"improving":[123],"differentiated":[125],"updating":[127],"module,":[128],"positive":[131],"network":[132],"transfer.":[133],"FMI-TF":[135],"has":[136],"been":[137],"validated":[138],"on":[139],"mechanical":[141],"testbeds.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}