{"id":"https://openalex.org/W4406611295","doi":"https://doi.org/10.1109/smc54092.2024.10831547","title":"Contrastive Learning-Based User Identification with Limited Data on Smart Textiles","display_name":"Contrastive Learning-Based User Identification with Limited Data on Smart Textiles","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406611295","doi":"https://doi.org/10.1109/smc54092.2024.10831547"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10831547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5113406451","display_name":"Yunkang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunkang Zhang","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971236","display_name":"Ziyu Wu","orcid":"https://orcid.org/0009-0006-8190-7174"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyu Wu","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100425176","display_name":"Zhen Liang","orcid":"https://orcid.org/0000-0002-1171-7061"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Liang","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077835141","display_name":"Fangting Xie","orcid":"https://orcid.org/0000-0002-8064-5436"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fangting Xie","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111085192","display_name":"Quan Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Wan","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115028400","display_name":"Mingjie Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingjie Zhao","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108310591","display_name":"Xiaohui Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui Cai","raw_affiliation_strings":["University of Science and Technology of China,Hefei,China,230027"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China,Hefei,China,230027","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113406451"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":1.0141,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80593722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2820","last_page":"2825"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9668999910354614,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9668999910354614,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9617999792098999,"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"}},{"id":"https://openalex.org/T11800","display_name":"User Authentication and Security Systems","score":0.9386000037193298,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.706775426864624},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6240814328193665},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4129314422607422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3522568345069885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.706775426864624},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6240814328193665},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4129314422607422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3522568345069885},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc54092.2024.10831547","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831547","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5262983592","display_name":null,"funder_award_id":"62072420","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":22,"referenced_works":["https://openalex.org/W2112483442","https://openalex.org/W2688051750","https://openalex.org/W2963943197","https://openalex.org/W2987385519","https://openalex.org/W3010157237","https://openalex.org/W3034565015","https://openalex.org/W3034942609","https://openalex.org/W3037809643","https://openalex.org/W3041133507","https://openalex.org/W3092049218","https://openalex.org/W3092609815","https://openalex.org/W3108655343","https://openalex.org/W3119686825","https://openalex.org/W3162308512","https://openalex.org/W3168681690","https://openalex.org/W3175704171","https://openalex.org/W3176463841","https://openalex.org/W3176574162","https://openalex.org/W3204915839","https://openalex.org/W4214481550","https://openalex.org/W4284894697","https://openalex.org/W4289550913"],"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":{"Pressure-sensitive":[0],"smart":[1],"textiles":[2],"are":[3,112],"widely":[4],"applied":[5],"in":[6,44,55,96],"the":[7,36,97,145,174],"fields":[8],"of":[9,18,38,125,171],"healthcare,":[10],"sports":[11],"monitoring,":[12],"and":[13,32,88,139],"intelligent":[14],"homes.":[15],"The":[16],"integration":[17],"devices":[19,90],"embedded":[20],"with":[21,133],"pressure":[22,56,136],"sensing":[23],"arrays":[24],"is":[25],"expected":[26],"to":[27,53,81,100,147],"enable":[28],"comprehensive":[29],"scene":[30],"coverage":[31],"multi-device":[33],"integration.":[34],"However,":[35],"implementation":[37],"identity":[39],"recognition,":[40],"a":[41,67,127,157],"fundamental":[42],"function":[43],"this":[45,63],"context,":[46],"relies":[47],"on":[48,73,85],"extensive":[49,108],"device-specific":[50],"datasets":[51,137],"due":[52],"variations":[54],"distribution":[57],"across":[58,151],"different":[59],"devices.":[60],"To":[61],"address":[62],"challenge,":[64],"we":[65],"propose":[66],"novel":[68],"user":[69,83,116,149],"identification":[70,84,117,150],"method":[71,143],"based":[72],"contrastive":[74,94],"learning.":[75],"We":[76],"design":[77],"two":[78,134],"parallel":[79],"branches":[80],"facilitate":[82],"both":[86],"new":[87,106],"existing":[89],"respectively,":[91],"employing":[92],"supervised":[93],"learning":[95],"feature":[98],"space":[99],"promote":[101],"domain":[102],"unification.":[103],"When":[104],"encountering":[105],"devices,":[107],"data":[109,123],"collection":[110],"efforts":[111],"not":[113],"required;":[114],"instead,":[115],"can":[118],"be":[119],"achieved":[120],"using":[121,155],"limited":[122],"consisting":[124],"only":[126,156],"few":[128],"simple":[129],"postures.":[130,161],"Through":[131],"experimentation":[132],"8-subject":[135],"(BedPressure":[138],"ChrPressure),":[140],"our":[141],"proposed":[142],"demonstrates":[144],"capability":[146],"achieve":[148],"12":[152],"sitting":[153],"scenarios":[154],"dataset":[158],"containing":[159],"2":[160],"Our":[162],"average":[163],"recognition":[164],"accuracy":[165],"reaches":[166],"79.05%,":[167],"representing":[168],"an":[169],"improvement":[170],"2.62%":[172],"over":[173],"best":[175],"baseline":[176],"model.":[177]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}
