{"id":"https://openalex.org/W4407638526","doi":"https://doi.org/10.1109/tim.2025.3542138","title":"Imbalanced Partial Transfer Network for Intelligent Machine Fault Diagnosis","display_name":"Imbalanced Partial Transfer Network for Intelligent Machine Fault Diagnosis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407638526","doi":"https://doi.org/10.1109/tim.2025.3542138"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3542138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3542138","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5015527442","display_name":"Chuancang Ding","orcid":"https://orcid.org/0000-0002-7610-5293"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"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":true,"raw_author_name":"Chuancang Ding","raw_affiliation_strings":["School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I4210090460"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111339759","display_name":"Yanlin Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"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":"Yanlin Zhou","raw_affiliation_strings":["School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I4210090460"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053935684","display_name":"Xuyan Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"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":"Xuyan Liu","raw_affiliation_strings":["School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I4210090460"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101781010","display_name":"Baoxiang Wang","orcid":"https://orcid.org/0000-0002-6569-9049"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoxiang Wang","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu, China","Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I308837"]},{"raw_affiliation_string":"Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072145928","display_name":"Weiguo Huang","orcid":"https://orcid.org/0000-0002-6734-2019"},"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"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Huang","raw_affiliation_strings":["School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I4210090460"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100758788","display_name":"Zhongkui Zhu","orcid":"https://orcid.org/0000-0001-9827-4154"},"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"]},{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongkui Zhu","raw_affiliation_strings":["School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Rail Transportation and the Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Ssity, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I4210090460"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, Jiangsu, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015527442"],"corresponding_institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210090460"],"apc_list":null,"apc_paid":null,"fwci":2.5312,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.86911173,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9506000280380249,"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":0.9506000280380249,"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":0.921500027179718,"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":0.9075000286102295,"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/fault","display_name":"Fault (geology)","score":0.5488834381103516},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5479455590248108},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3392130136489868},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3105396032333374},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1221868097782135}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5488834381103516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5479455590248108},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3392130136489868},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3105396032333374},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1221868097782135},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3542138","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3542138","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1887258274","display_name":null,"funder_award_id":"52405124","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3401778377","display_name":null,"funder_award_id":"52205119","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3792830011","display_name":null,"funder_award_id":"BK20220497","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5065864682","display_name":null,"funder_award_id":"52275157","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/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W2194775991","https://openalex.org/W2756073160","https://openalex.org/W2808496542","https://openalex.org/W2885722640","https://openalex.org/W2910881901","https://openalex.org/W2961333734","https://openalex.org/W2962986791","https://openalex.org/W2964109570","https://openalex.org/W2973424371","https://openalex.org/W2977117446","https://openalex.org/W2989818023","https://openalex.org/W2998115938","https://openalex.org/W3001472289","https://openalex.org/W3018638193","https://openalex.org/W3033043953","https://openalex.org/W3108351918","https://openalex.org/W3114720220","https://openalex.org/W3135584819","https://openalex.org/W3163965514","https://openalex.org/W4205110679","https://openalex.org/W4220978189","https://openalex.org/W4282027753","https://openalex.org/W4307567853","https://openalex.org/W4312521937","https://openalex.org/W4320497952","https://openalex.org/W4320713617","https://openalex.org/W4322102361","https://openalex.org/W4322707247","https://openalex.org/W4323565748","https://openalex.org/W4377079807","https://openalex.org/W4378895269","https://openalex.org/W4380764621","https://openalex.org/W4383618203","https://openalex.org/W4387010788","https://openalex.org/W4390044439","https://openalex.org/W4391018582","https://openalex.org/W6683633756","https://openalex.org/W6741832134","https://openalex.org/W6746775625"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Transfer":[0],"learning":[1,73],"(TL)":[2],"has":[3],"garnered":[4],"significant":[5],"interest":[6],"in":[7,50,109,170],"mechanical":[8],"fault":[9],"diagnosis.":[10],"Many":[11],"current":[12],"TL":[13,36],"approaches":[14],"typically":[15],"assume":[16],"that":[17,23],"ample":[18],"data":[19],"are":[20],"available":[21],"and":[22,27,57,98,113,145,175],"both":[24],"the":[25,46,58,66,82,110,115,124,129,137,153,158],"source":[26,67],"target":[28,59,111],"domains":[29],"possess":[30],"identical":[31],"label":[32,60,68],"spaces.":[33],"However,":[34],"these":[35,77,119],"methods":[37],"often":[38],"fail":[39],"to":[40,122,161],"address":[41,76],"real-world":[42],"issues,":[43,78],"particularly":[44],"when":[45],"number":[47],"of":[48,65,139,157],"samples":[49,108,121],"different":[51],"conditions":[52],"is":[53,62],"unequal":[54],"(i.e.,":[55],"imbalance)":[56],"space":[61,69],"a":[63,91,99],"subset":[64],"[i.e.,":[70],"partial":[71,84],"transfer":[72,85,168],"(PTL)].":[74],"To":[75],"this":[79],"study":[80],"proposes":[81],"imbalanced":[83],"network":[86],"(IPTN).":[87],"The":[88,104],"IPTN":[89,159],"introduces":[90],"weighted":[92,134],"maximum":[93],"density":[94],"divergence":[95],"(MDD)":[96],"loss":[97,131],"discriminative":[100],"sample":[101,125,173],"generator":[102],"(DSG).":[103],"DSG":[105],"identifies":[106],"distinctive":[107,120],"domain":[112],"expands":[114],"dataset":[116],"by":[117,141],"augmenting":[118],"solve":[123],"imbalance":[126,174],"problem.":[127],"Meanwhile,":[128],"new":[130],"function":[132],"termed":[133],"MDD":[135],"promotes":[136],"ability":[138],"PTL":[140],"increasing":[142],"interclass":[143],"distance":[144],"intraclass":[146],"density.":[147],"Experiments":[148],"on":[149],"two":[150],"datasets":[151],"demonstrate":[152],"superior":[154],"diagnostic":[155],"performance":[156],"compared":[160],"several":[162],"comparison":[163],"methods,":[164],"highlighting":[165],"its":[166],"powerful":[167],"capability":[169],"situations":[171],"involving":[172],"PTL.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
