{"id":"https://openalex.org/W4308233959","doi":"https://doi.org/10.1109/icip46576.2022.9897341","title":"A Simple Siamese Framework for Vibration Signal Representations","display_name":"A Simple Siamese Framework for Vibration Signal Representations","publication_year":2022,"publication_date":"2022-10-16","ids":{"openalex":"https://openalex.org/W4308233959","doi":"https://doi.org/10.1109/icip46576.2022.9897341"},"language":"en","primary_location":{"id":"doi:10.1109/icip46576.2022.9897341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897341","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","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/A5021048729","display_name":"Guanxing Zhou","orcid":"https://orcid.org/0000-0002-6704-584X"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guanxing Zhou","raw_affiliation_strings":["Xiamen University,School of Informatics,Xiamen,China,361005","Institue of Artificial Intelligent, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Xiamen,China,361005","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Institue of Artificial Intelligent, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052754372","display_name":"Yihong Zhuang","orcid":"https://orcid.org/0000-0002-3176-3217"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yihong Zhuang","raw_affiliation_strings":["Xiamen University,School of Informatics,Xiamen,China,361005","Institue of Artificial Intelligent, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Xiamen,China,361005","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Institue of Artificial Intelligent, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052820597","display_name":"Xinghao Ding","orcid":"https://orcid.org/0000-0003-2288-5287"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinghao Ding","raw_affiliation_strings":["Xiamen University,School of Informatics,Xiamen,China,361005","Institue of Artificial Intelligent, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Xiamen,China,361005","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Institue of Artificial Intelligent, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100772804","display_name":"Yue Huang","orcid":"https://orcid.org/0000-0002-3913-9400"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Huang","raw_affiliation_strings":["Xiamen University,School of Informatics,Xiamen,China,361005","Institue of Artificial Intelligent, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Xiamen,China,361005","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Institue of Artificial Intelligent, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054999625","display_name":"Saqlain Abbas","orcid":"https://orcid.org/0000-0001-7071-8235"},"institutions":[{"id":"https://openalex.org/I142732210","display_name":"University of Engineering and Technology Lahore","ror":"https://ror.org/0051w2v06","country_code":"PK","type":"education","lineage":["https://openalex.org/I142732210"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saqlain Abbas","raw_affiliation_strings":["University of Engineering and Technology Lahore,Department of Mechanical Engineering,Pakistan","Department of Mechanical Engineering, University of Engineering and Technology Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Engineering and Technology Lahore,Department of Mechanical Engineering,Pakistan","institution_ids":["https://openalex.org/I142732210"]},{"raw_affiliation_string":"Department of Mechanical Engineering, University of Engineering and Technology Lahore, Pakistan","institution_ids":["https://openalex.org/I142732210"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068316504","display_name":"Xiaotong Tu","orcid":"https://orcid.org/0000-0002-7190-2429"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Tu","raw_affiliation_strings":["Xiamen University,School of Informatics,Xiamen,China,361005","Institue of Artificial Intelligent, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University,School of Informatics,Xiamen,China,361005","institution_ids":["https://openalex.org/I191208505"]},{"raw_affiliation_string":"Institue of Artificial Intelligent, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021048729"],"corresponding_institution_ids":["https://openalex.org/I191208505"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15096057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"9","issue":null,"first_page":"2456","last_page":"2460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9947999715805054,"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":0.9947999715805054,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9894999861717224,"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":0.9815999865531921,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.752495288848877},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6878083944320679},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6766265630722046},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5887678861618042},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.5572527050971985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5430809855461121},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5145832896232605},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5003213882446289},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.45569247007369995},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4529536962509155},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41446366906166077},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38739290833473206},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3712434768676758},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1077648401260376}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.752495288848877},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6878083944320679},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6766265630722046},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5887678861618042},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.5572527050971985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5430809855461121},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5145832896232605},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5003213882446289},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.45569247007369995},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4529536962509155},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41446366906166077},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38739290833473206},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3712434768676758},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1077648401260376},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip46576.2022.9897341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip46576.2022.9897341","pdf_url":null,"source":{"id":"https://openalex.org/S4363607719","display_name":"2022 IEEE International Conference on Image Processing (ICIP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2138621090","https://openalex.org/W2187089797","https://openalex.org/W2464878551","https://openalex.org/W2624112932","https://openalex.org/W2736068844","https://openalex.org/W2760637973","https://openalex.org/W2767754137","https://openalex.org/W2794869810","https://openalex.org/W2977117446","https://openalex.org/W3009561768","https://openalex.org/W3015622757","https://openalex.org/W3034601242","https://openalex.org/W3035060554","https://openalex.org/W3134652006","https://openalex.org/W3137857706","https://openalex.org/W3144810982","https://openalex.org/W3171007011","https://openalex.org/W3175593095","https://openalex.org/W6774314701","https://openalex.org/W6774670964","https://openalex.org/W6779326418","https://openalex.org/W6791742336"],"related_works":["https://openalex.org/W2351655225","https://openalex.org/W1999254672","https://openalex.org/W2352896083","https://openalex.org/W3200942411","https://openalex.org/W2183768935","https://openalex.org/W2004123705","https://openalex.org/W2361982570","https://openalex.org/W2315612463","https://openalex.org/W2238466124","https://openalex.org/W289407349"],"abstract_inverted_index":{"Siamese":[0,60,129],"networks":[1],"are":[2],"widely":[3],"used":[4],"in":[5,47,78],"various":[6],"contrastive":[7],"learning":[8],"methods":[9],"for":[10,131],"recognition":[11],"tasks,":[12],"with":[13],"few":[14,42],"labeled":[15],"data":[16,40,53],"and":[17,41,89,120],"abundant":[18],"unlabeled":[19],"data.":[20],"In":[21,55],"the":[22,32,48,70,75,79,98,101,108,114,118,125,128],"field":[23],"of":[24,37,51,74,100,116,127],"fault":[25,39,44,52,84,92],"diagnosis,":[26],"it":[27],"is":[28,62,94],"universal":[29],"to":[30,64,96],"face":[31],"problem":[33],"that":[34,107],"large":[35],"collections":[36],"common":[38],"catastrophic":[43],"samples":[45],"result":[46],"imbalanced":[49,90,133],"distribution":[50],"collection.":[54],"this":[56],"paper,":[57],"a":[58],"simple":[59],"framework":[61,130],"proposed":[63,109],"learn":[65],"meaningful":[66],"signal":[67,102],"representations":[68,115],"using":[69],"differently":[71],"augmented":[72],"views":[73],"signals":[76],"only":[77],"time":[80],"domain.":[81],"The":[82,104],"industrial":[83],"diagnosis":[85,93],"including":[86],"class":[87,132],"balanced":[88],"motor":[91],"performed":[95],"verify":[97],"validity":[99],"representations.":[103],"results":[105],"demonstrate":[106],"method":[110],"can":[111],"significantly":[112],"balance":[113],"both":[117],"major":[119],"minor":[121],"classes,":[122],"which":[123],"proves":[124],"capability":[126],"classification.":[134]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
