{"id":"https://openalex.org/W4400878171","doi":"https://doi.org/10.1109/tim.2024.3428618","title":"Multidomain Class-Imbalance Generalization With Fault Relationship-Induced Augmentation for Intelligent Fault Diagnosis","display_name":"Multidomain Class-Imbalance Generalization With Fault Relationship-Induced Augmentation for Intelligent Fault Diagnosis","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400878171","doi":"https://doi.org/10.1109/tim.2024.3428618"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3428618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3428618","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/A5011621973","display_name":"Chao Zhao","orcid":"https://orcid.org/0000-0002-1749-7223"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Zhao","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1749-7223","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012431211","display_name":"Enrico Zio","orcid":"https://orcid.org/0000-0002-7108-637X"},"institutions":[{"id":"https://openalex.org/I4403386560","display_name":"Centre de Recherche sur les Risques et les Crises","ror":"https://ror.org/05p7zpp88","country_code":"FR","type":"facility","lineage":["https://openalex.org/I190752583","https://openalex.org/I2746051580","https://openalex.org/I4403386560","https://openalex.org/I70768539"]},{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["FR","IT"],"is_corresponding":false,"raw_author_name":"Enrico Zio","raw_affiliation_strings":["Energy Department, Politecnico di Milano, Milan, Italy","CRC - Centre de recherche sur les Risques et les Crises (Rue Claude Daunesse CS 10207 06904 Sophia-Antipolis Cedex - France)","Politecn Milan, LNESS Dipartimento Fis, I-22100 Como, Italy (Italy)"],"raw_orcid":"https://orcid.org/0000-0002-7108-637X","affiliations":[{"raw_affiliation_string":"Energy Department, Politecnico di Milano, Milan, Italy","institution_ids":["https://openalex.org/I93860229"]},{"raw_affiliation_string":"CRC - Centre de recherche sur les Risques et les Crises (Rue Claude Daunesse CS 10207 06904 Sophia-Antipolis Cedex - France)","institution_ids":["https://openalex.org/I4403386560"]},{"raw_affiliation_string":"Politecn Milan, LNESS Dipartimento Fis, I-22100 Como, Italy (Italy)","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062049138","display_name":"Weiming Shen","orcid":"https://orcid.org/0000-0001-5204-7992"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiming Shen","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5204-7992","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.0731,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94454114,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9896000027656555,"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":0.9896000027656555,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9883999824523926,"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"}},{"id":"https://openalex.org/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9864000082015991,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/generalization","display_name":"Generalization","score":0.6871943473815918},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6663591861724854},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6422372460365295},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5134159326553345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5014331340789795},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28638342022895813},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21374589204788208},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10732144117355347}],"concepts":[{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6871943473815918},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6663591861724854},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6422372460365295},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5134159326553345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5014331340789795},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28638342022895813},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21374589204788208},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10732144117355347},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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":3,"locations":[{"id":"doi:10.1109/tim.2024.3428618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3428618","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"},{"id":"pmh:oai:HAL:hal-04835552v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04835552","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement, 2024, 73, &#x27E8;10.1109/TIM.2024.3428618&#x27E9;","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:re.public.polimi.it:11311/1278085","is_oa":false,"landing_page_url":"https://hdl.handle.net/11311/1278085","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8917428809","display_name":null,"funder_award_id":"2023ZY01089","funder_id":"https://openalex.org/F4320323970","funder_display_name":"Ministry of Industry and Information Technology of the People's Republic of China"}],"funders":[{"id":"https://openalex.org/F4320323970","display_name":"Ministry of Industry and Information Technology of the People's Republic of China","ror":"https://ror.org/0385nmy68"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2794869810","https://openalex.org/W2914298094","https://openalex.org/W2921707992","https://openalex.org/W2949812770","https://openalex.org/W2963351448","https://openalex.org/W2982100952","https://openalex.org/W2995758361","https://openalex.org/W3010088906","https://openalex.org/W3024781379","https://openalex.org/W3035349046","https://openalex.org/W3041682008","https://openalex.org/W3110815389","https://openalex.org/W3186214701","https://openalex.org/W3215108707","https://openalex.org/W4207031397","https://openalex.org/W4210251751","https://openalex.org/W4213416527","https://openalex.org/W4220864965","https://openalex.org/W4285272339","https://openalex.org/W4285678828","https://openalex.org/W4291221943","https://openalex.org/W4295046711","https://openalex.org/W4304113926","https://openalex.org/W4313026036","https://openalex.org/W4313839141","https://openalex.org/W4317038442","https://openalex.org/W4321033087","https://openalex.org/W4321380810","https://openalex.org/W4364856178","https://openalex.org/W4368347327","https://openalex.org/W4375928857","https://openalex.org/W4385299245","https://openalex.org/W4387431635","https://openalex.org/W4388795947","https://openalex.org/W4390575651","https://openalex.org/W4391247724","https://openalex.org/W4395056627","https://openalex.org/W6779405660","https://openalex.org/W6781899313","https://openalex.org/W6809924826"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W3162204513","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Domain":[0],"generalization-based":[1],"fault":[2,48,59,81,93,103],"diagnosis":[3],"(DGFD)":[4],"has":[5],"attracted":[6],"considerable":[7],"attention":[8],"due":[9],"to":[10,13,17,84,102],"its":[11],"potential":[12],"extend":[14],"diagnostic":[15,41],"knowledge":[16],"previously":[18],"unseen":[19],"operational":[20],"conditions":[21,111],"or":[22],"machinery.":[23],"However,":[24],"the":[25,37,89,97,116,119],"collected":[26],"data":[27,63],"in":[28,58],"real-world":[29],"situations":[30],"exhibit":[31],"severe":[32],"class":[33],"imbalance,":[34],"which":[35,87],"decreases":[36],"generalization":[38],"ability":[39],"of":[40,92,99,118],"models.":[42],"Therefore,":[43],"this":[44],"article":[45],"proposes":[46],"a":[47],"relationship-induced":[49],"augmentation":[50,64],"framework":[51],"(FRAF)":[52],"for":[53],"multidomain":[54],"class-imbalance":[55],"generali-":[56],"zation":[57],"diagnosis.":[60],"A":[61],"new":[62],"perspective":[65],"that":[66],"captures":[67],"invariant":[68],"interclass":[69],"relationships":[70],"across":[71],"domains":[72],"is":[73],"developed.":[74],"Relationship":[75],"mappers":[76],"transform":[77],"normal":[78,100],"samples":[79,82,101],"into":[80],"belonging":[83],"corresponding":[85],"domains,":[86],"increases":[88],"sample":[90],"number":[91],"classes":[94],"and":[95,112],"transfers":[96],"diversity":[98],"samples.":[104],"Extensive":[105],"empirical":[106],"analysis":[107],"based":[108],"on":[109],"cross-working":[110],"cross-machine":[113],"tasks":[114],"suggests":[115],"superiority":[117],"proposed":[120],"method.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2024-07-23T00:00:00"}
