{"id":"https://openalex.org/W4392901743","doi":"https://doi.org/10.1109/jiot.2024.3378701","title":"Feature Enhancement via Linear Transformation and Its Application in Fault Diagnosis","display_name":"Feature Enhancement via Linear Transformation and Its Application in Fault Diagnosis","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392901743","doi":"https://doi.org/10.1109/jiot.2024.3378701"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3378701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3378701","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5047433511","display_name":"Biao He","orcid":"https://orcid.org/0000-0003-1777-1533"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Biao He","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1777-1533","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091560903","display_name":"Quan Qian","orcid":"https://orcid.org/0000-0003-0051-7440"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Qian","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-0051-7440","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031378379","display_name":"Yi Qin","orcid":"https://orcid.org/0000-0002-2160-4300"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Qin","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2160-4300","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":1.693,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82298632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"11","issue":"12","first_page":"21895","last_page":"21903"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9786999821662903,"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":0.9786999821662903,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9440000057220459,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9345999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6626218557357788},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5711280703544617},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5634680390357971},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.505005419254303},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.46403929591178894},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43621087074279785},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.41926267743110657},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3654692769050598},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3497348427772522},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08970630168914795}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6626218557357788},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5711280703544617},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5634680390357971},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.505005419254303},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.46403929591178894},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43621087074279785},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.41926267743110657},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3654692769050598},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3497348427772522},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08970630168914795},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3378701","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2024.3378701","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.6800000071525574,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G4047324081","display_name":null,"funder_award_id":"52175075","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2791125525","https://openalex.org/W2902985761","https://openalex.org/W2947583263","https://openalex.org/W2963125010","https://openalex.org/W2982083293","https://openalex.org/W3000384844","https://openalex.org/W3025770049","https://openalex.org/W3133041601","https://openalex.org/W3165802365","https://openalex.org/W3178379654","https://openalex.org/W4206195980","https://openalex.org/W4210325776","https://openalex.org/W4283327357","https://openalex.org/W4283592273","https://openalex.org/W4283819695","https://openalex.org/W4284881463","https://openalex.org/W4292403432","https://openalex.org/W4293680532","https://openalex.org/W4295956768","https://openalex.org/W4302275239","https://openalex.org/W4311496177","https://openalex.org/W4312191553","https://openalex.org/W4312443924","https://openalex.org/W4313214316","https://openalex.org/W4313377512","https://openalex.org/W4315607822","https://openalex.org/W4317038442","https://openalex.org/W4318148761","https://openalex.org/W4319986927","https://openalex.org/W4378979636","https://openalex.org/W4379645274","https://openalex.org/W4385471787","https://openalex.org/W4385617624","https://openalex.org/W4385766857","https://openalex.org/W4386047745","https://openalex.org/W4386193242","https://openalex.org/W4386204988","https://openalex.org/W4386320396","https://openalex.org/W4387095353","https://openalex.org/W4387381388","https://openalex.org/W4387917726","https://openalex.org/W4389289216","https://openalex.org/W4390278427"],"related_works":["https://openalex.org/W2353644209","https://openalex.org/W3147584709","https://openalex.org/W2593663830","https://openalex.org/W2348743188","https://openalex.org/W2977677679","https://openalex.org/W2902317490","https://openalex.org/W1992327129","https://openalex.org/W4387423451","https://openalex.org/W2381986121","https://openalex.org/W2056619254"],"abstract_inverted_index":{"The":[0],"performance":[1,27],"of":[2,15,28,64,96,140,148],"neural":[3,18,190],"networks":[4],"is":[5,46,58,68,155,173],"directly":[6],"affected":[7],"by":[8,125],"the":[9,13,26,43,62,76,89,92,100,103,107,114,138,141,146,149,162,166,170,177,183,208],"features":[10,23],"obtained":[11],"from":[12],"backbones":[14],"fault":[16],"diagnosis":[17,29,196,216],"networks.":[19],"To":[20,144],"obtain":[21],"clear":[22],"and":[24,52,106,117,129,169,220],"improve":[25],"networks,":[30,191],"this":[31],"paper":[32],"constructs":[33],"a":[34,39,49,97,152],"new":[35],"block":[36,185],"based":[37,87],"on":[38,88],"linear":[40,127],"transformation.":[41],"Firstly,":[42],"feature":[44,168],"vector":[45],"divided":[47],"into":[48,186],"decisive":[50,115],"component":[51,116,172,179],"an":[53,133],"invalid":[54,171,178],"component.":[55],"Then,":[56],"it":[57,201],"worth":[59],"noting":[60],"that":[61,84],"orthogonality":[63,147],"these":[65],"two":[66,77,82,126,150,203],"components":[67,78],"beneficial":[69],"to":[70,74,112,136,157,175,202],"model":[71],"learning.":[72],"According":[73],"this,":[75],"are":[79,85,110,123,130],"extracted":[80],"using":[81],"spaces":[83,122],"constructed":[86],"relationships":[90],"between":[91,165],"four":[93,101],"fundamental":[94],"sub-spaces":[95],"matrix.":[98],"In":[99],"sub-spaces,":[102],"row":[104],"space":[105,109],"null":[108,142],"employed":[111],"extract":[113,176],"useless":[118],"component,":[119],"respectively.":[120],"Both":[121],"implemented":[124],"layers":[128],"designed":[131,174],"as":[132],"encoder-decoder":[134],"structure":[135],"ensure":[137,145],"existence":[139],"space.":[143],"spaces,":[151],"constraint":[153],"term":[154],"proposed":[156,184,209],"modify":[158],"their":[159],"weights.":[160],"Lastly,":[161],"cosine":[163],"similarity":[164],"input":[167],"entirely.":[180],"When":[181],"incorporating":[182],"some":[187],"classic":[188],"classifying":[189],"they":[192],"can":[193],"achieve":[194],"improved":[195],"accuracy.":[197],"Moreover,":[198],"when":[199],"comparing":[200],"conventional":[204],"spatial":[205],"attention":[206],"mechanisms,":[207],"module":[210],"demonstrates":[211],"superior":[212],"overall":[213],"performance,":[214],"including":[215],"accuracy,":[217],"antinoise":[218],"ability,":[219],"generalization":[221],"ability.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
