{"id":"https://openalex.org/W4407774606","doi":"https://doi.org/10.1145/3711129.3711363","title":"DAGAN-FD based fault diagnosis under unbalanced data","display_name":"DAGAN-FD based fault diagnosis under unbalanced data","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407774606","doi":"https://doi.org/10.1145/3711129.3711363"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711363","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-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/A5073965255","display_name":"Jiaqi Li","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiaqi Li","raw_affiliation_strings":["College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109304659","display_name":"Jie Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Cao","raw_affiliation_strings":["College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I22716506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100546864","display_name":"Ping Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Yu","raw_affiliation_strings":["College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering, Lanzhou University of Technology, Lanzhou, Gansu, China","institution_ids":["https://openalex.org/I22716506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073965255"],"corresponding_institution_ids":["https://openalex.org/I22716506"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25371846,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1398","last_page":"1405"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9951000213623047,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9951000213623047,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9932000041007996,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9682999849319458,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/computer-science","display_name":"Computer science","score":0.6207520365715027},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5761083960533142},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37542781233787537},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20454835891723633},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16265079379081726},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.104246586561203}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6207520365715027},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5761083960533142},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37542781233787537},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20454835891723633},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16265079379081726},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.104246586561203}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711363","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711363","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2099471712","https://openalex.org/W2772362066","https://openalex.org/W2782742812","https://openalex.org/W4284693129","https://openalex.org/W4288400169","https://openalex.org/W4319962915"],"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":{"Aiming":[0],"at":[1],"the":[2,42,58,70,74,78,100,104,107,121,128,132,135,141],"problem":[3],"of":[4,7,14,72,103,134],"inaccurate":[5],"extraction":[6],"fault":[8,22,43,59,89,112],"features":[9],"and":[10,62,76,99,125],"high":[11],"misclassification":[12],"rate":[13,102],"bearings":[15],"in":[16],"unbalanced":[17,129],"data,":[18],"a":[19],"rolling":[20],"bearing":[21],"diagnosis":[23,101],"method":[24],"based":[25],"on":[26],"improved":[27],"Data":[28,34],"Augmentation":[29,35],"Generative":[30,36],"Adversarial":[31,37],"Networks":[32,38],"DAGAN":[33],"is":[39,54,86,94,114,123],"proposed.":[40],"Firstly":[41],"data":[44,61,75],"are":[45,66],"reconstructed":[46],"using":[47],"Gram":[48],"s":[49],"corner":[50],"field":[51],"then":[52],"DAGAN-FD":[53,122,136],"trained":[55],"to":[56,68,118],"augment":[57],"image":[60],"realistic":[63],"generation":[64],"samples":[65],"output":[67],"achieve":[69],"purpose":[71],"balancing":[73],"finally":[77],"attention":[79],"mechanism":[80],"convolutional":[81],"neural":[82],"network":[83],"model":[84,105,137],"SE-CNN":[85,142],"used":[87,95],"for":[88,96,106,127],"diagnosis.":[90],"The":[91],"CWRU":[92],"dataset":[93,130],"experimental":[97],"validation":[98],"test":[108],"set":[109],"containing":[110],"multiple":[111],"types":[113],"increased":[115],"from":[116],"92.1%":[117],"99.5%":[119],"after":[120],"refined":[124],"expanded":[126],"proving":[131],"superiority":[133],"as":[138,140],"well":[139],"network.":[143]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}