{"id":"https://openalex.org/W4388407737","doi":"https://doi.org/10.1109/tim.2023.3330186","title":"Prototype-Driven Class-Wise Adversarial Transfer Networks for Partial Domain Fault Diagnosis of Rolling Bearings","display_name":"Prototype-Driven Class-Wise Adversarial Transfer Networks for Partial Domain Fault Diagnosis of Rolling Bearings","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4388407737","doi":"https://doi.org/10.1109/tim.2023.3330186"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3330186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3330186","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/A5103067303","display_name":"Yuteng Zhang","orcid":"https://orcid.org/0000-0003-4620-3498"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuteng Zhang","raw_affiliation_strings":["School of Management Science and Engineering, Anhui University of Technology, Ma’anshan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100440577","display_name":"Hongliang Zhang","orcid":"https://orcid.org/0000-0003-2139-6481"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongliang Zhang","raw_affiliation_strings":["School of Management Science and Engineering, Anhui University of Technology, Ma’anshan, China"],"raw_orcid":"https://orcid.org/0000-0003-2139-6481","affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431162","display_name":"Rui Wang","orcid":"https://orcid.org/0000-0001-8960-596X"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["School of Rail Transportation, Soochow University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8960-596X","affiliations":[{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100653907","display_name":"Bin Chen","orcid":"https://orcid.org/0000-0002-0239-1055"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Chen","raw_affiliation_strings":["School of Management Science and Engineering, Anhui University of Technology, Ma’anshan, China"],"raw_orcid":"https://orcid.org/0000-0002-0239-1055","affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054600909","display_name":"Haiyang Pan","orcid":"https://orcid.org/0000-0003-4826-8543"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyang Pan","raw_affiliation_strings":["School of Mechanical Engineering, Anhui University of Technology, Ma’anshan, China"],"raw_orcid":"https://orcid.org/0000-0003-4826-8543","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Anhui University of Technology, Ma’anshan, China","institution_ids":["https://openalex.org/I92178344"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103067303"],"corresponding_institution_ids":["https://openalex.org/I92178344"],"apc_list":null,"apc_paid":null,"fwci":2.6901,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90305362,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9965999722480774,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9965999722480774,"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/T12086","display_name":"Structural Integrity and Reliability Analysis","score":0.9210000038146973,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9002000093460083,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/classifier","display_name":"Classifier (UML)","score":0.7018264532089233},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.679505467414856},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6777267456054688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6100261211395264},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5838863253593445},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.565534234046936},{"id":"https://openalex.org/keywords/transferability","display_name":"Transferability","score":0.5491899251937866},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4994375705718994},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.4825948476791382},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46999964118003845},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4563196301460266},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.43268948793411255},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4201766848564148},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.41860267519950867}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7018264532089233},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.679505467414856},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6777267456054688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6100261211395264},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5838863253593445},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.565534234046936},{"id":"https://openalex.org/C61272859","wikidata":"https://www.wikidata.org/wiki/Q7834031","display_name":"Transferability","level":3,"score":0.5491899251937866},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4994375705718994},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.4825948476791382},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46999964118003845},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4563196301460266},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.43268948793411255},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4201766848564148},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.41860267519950867},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3330186","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3330186","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":[{"display_name":"Reduced inequalities","score":0.6100000143051147,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1959157831","display_name":null,"funder_award_id":"2208085MG181","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"}],"funders":[{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W2885722640","https://openalex.org/W2907541186","https://openalex.org/W2962835731","https://openalex.org/W2963993484","https://openalex.org/W2964109570","https://openalex.org/W2994312145","https://openalex.org/W2998506103","https://openalex.org/W3025888249","https://openalex.org/W3036403470","https://openalex.org/W3041990426","https://openalex.org/W3046698617","https://openalex.org/W3100057407","https://openalex.org/W3123146821","https://openalex.org/W3135822842","https://openalex.org/W3159025054","https://openalex.org/W3160050649","https://openalex.org/W3212045841","https://openalex.org/W3213330948","https://openalex.org/W3217286217","https://openalex.org/W4206495689","https://openalex.org/W4206510612","https://openalex.org/W4210873968","https://openalex.org/W4213075002","https://openalex.org/W4213436039","https://openalex.org/W4226067624","https://openalex.org/W4226309000","https://openalex.org/W4283457306","https://openalex.org/W4285241854","https://openalex.org/W4285245107","https://openalex.org/W4289515705","https://openalex.org/W4292672212","https://openalex.org/W4295850094","https://openalex.org/W4307567853","https://openalex.org/W4310291791","https://openalex.org/W4311344247","https://openalex.org/W4312521937","https://openalex.org/W4316021920","https://openalex.org/W4322707247","https://openalex.org/W4379117323","https://openalex.org/W4381620561","https://openalex.org/W6637618735"],"related_works":["https://openalex.org/W4288055406","https://openalex.org/W3137894200","https://openalex.org/W3092178728","https://openalex.org/W4226402597","https://openalex.org/W4200630034","https://openalex.org/W3132910851","https://openalex.org/W4377864639","https://openalex.org/W4392340763","https://openalex.org/W2997056298","https://openalex.org/W2950864148"],"abstract_inverted_index":{"The":[0,142],"main":[1],"challenges":[2],"for":[3,78],"partial":[4],"set":[5],"cross-domain":[6],"fault":[7,64,94],"diagnosis":[8],"problems,":[9],"where":[10],"the":[11,20,42,60,75,85,89,93,108,116,124,147,152,164],"target":[12,90],"label":[13,22],"space":[14],"is":[15,51,71,103],"only":[16],"a":[17,45,63,96],"subset":[18],"of":[19,110,118],"source":[21,112,120],"space,":[23],"are":[24],"to":[25,58,73,105],"facilitate":[26],"positive":[27],"transfer":[28,35,49,133],"between":[29,88,134],"shared":[30,135],"classes":[31,136],"and":[32,92,137,169],"avoid":[33],"negative":[34],"caused":[36],"by":[37],"unrelated":[38,119],"classes.":[39],"To":[40],"address":[41],"above":[43],"challenges,":[44],"prototype-driven":[46],"class-wise":[47,126],"adversarial":[48,127],"network":[50],"proposed":[52,104,125,148],"in":[53,159],"this":[54],"study.":[55],"First,":[56],"aiming":[57],"enhance":[59],"classification":[61],"robustness,":[62],"prototype-based":[65],"discrimination":[66],"method":[67,149],"without":[68],"learnable":[69],"parameters":[70],"designed":[72],"replace":[74],"traditional":[76],"classifier":[77],"health":[79],"state":[80],"recognition.":[81],"Then,":[82],"based":[83,100],"on":[84,163],"intrinsic":[86],"similarity":[87,99],"samples":[91],"prototypes,":[95],"novel":[97],"prototype":[98],"weighting":[101],"mechanism":[102],"precisely":[106],"measure":[107],"transferability":[109],"each":[111],"class,":[113],"thus":[114],"decreasing":[115],"contribution":[117],"class":[121],"samples.":[122],"Finally,":[123],"adaptation":[128,140],"framework":[129],"facilitates":[130],"fine-grained":[131],"knowledge":[132],"enhances":[138],"domain":[139],"performance.":[141],"experimental":[143],"results":[144],"show":[145],"that":[146],"outperforms":[150],"all":[151],"comparison":[153],"methods,":[154],"achieving":[155],"over":[156,171],"10%":[157],"improvement":[158],"average":[160],"diagnostic":[161,174],"accuracy":[162],"two":[165],"rolling":[166],"bearing":[167],"datasets":[168],"maintaining":[170],"90%":[172],"overall":[173],"accuracy.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}