{"id":"https://openalex.org/W4415624782","doi":"https://doi.org/10.1109/tc.2025.3626425","title":"Similarity-Based Multivariate Data Completion Framework for Emergency Rescue Sensors","display_name":"Similarity-Based Multivariate Data Completion Framework for Emergency Rescue Sensors","publication_year":2025,"publication_date":"2025-10-28","ids":{"openalex":"https://openalex.org/W4415624782","doi":"https://doi.org/10.1109/tc.2025.3626425"},"language":null,"primary_location":{"id":"doi:10.1109/tc.2025.3626425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2025.3626425","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Computers","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/A5081714597","display_name":"Yayong Shi","orcid":"https://orcid.org/0000-0002-4390-5673"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yayong Shi","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4390-5673","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Wang","orcid":"https://orcid.org/0000-0003-0219-7284"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0219-7284","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yida Zhang","orcid":"https://orcid.org/0009-0000-1952-2077"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yida Zhang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-1952-2077","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Handa Chai","orcid":"https://orcid.org/0000-0001-5584-0443"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Handa Chai","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-5584-0443","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jiahao Wang","orcid":"https://orcid.org/0000-0003-4693-9526"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahao Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","School of Computer and Communication Engineering, University of Science and Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-4693-9526","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yuan Yao","orcid":"https://orcid.org/0000-0002-9426-4415"},"institutions":[{"id":"https://openalex.org/I2802939634","display_name":"Chinese PLA General Hospital","ror":"https://ror.org/04gw3ra78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802939634"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Yao","raw_affiliation_strings":["First Medical Center, Chinese PLA General Hospital, Beijing, China","First Medical Center of the Chinese PLA General Hospital, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9426-4415","affiliations":[{"raw_affiliation_string":"First Medical Center, Chinese PLA General Hospital, Beijing, China","institution_ids":["https://openalex.org/I2802939634"]},{"raw_affiliation_string":"First Medical Center of the Chinese PLA General Hospital, Beijing, China","institution_ids":["https://openalex.org/I2802939634"]}]},{"author_position":"last","author":{"id":null,"display_name":"Haiyan Zhu","orcid":"https://orcid.org/0009-0008-2847-7341"},"institutions":[{"id":"https://openalex.org/I2802939634","display_name":"Chinese PLA General Hospital","ror":"https://ror.org/04gw3ra78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I2802939634"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiyan Zhu","raw_affiliation_strings":["First Medical Center, Chinese PLA General Hospital, Beijing, China","First Medical Center of the Chinese PLA General Hospital, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-2847-7341","affiliations":[{"raw_affiliation_string":"First Medical Center, Chinese PLA General Hospital, Beijing, China","institution_ids":["https://openalex.org/I2802939634"]},{"raw_affiliation_string":"First Medical Center of the Chinese PLA General Hospital, Beijing, China","institution_ids":["https://openalex.org/I2802939634"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5081714597"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":1.3517,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86876753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"75","issue":"2","first_page":"491","last_page":"502"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.17440000176429749,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.17440000176429749,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T13018","display_name":"Seismology and Earthquake Studies","score":0.13230000436306,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.10809999704360962,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/missing-data","display_name":"Missing data","score":0.8240000009536743},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.6820999979972839},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5909000039100647},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4821000099182129},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4404999911785126},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.4325999915599823},{"id":"https://openalex.org/keywords/variable-elimination","display_name":"Variable elimination","score":0.4115000069141388}],"concepts":[{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.8240000009536743},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7486000061035156},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.6820999979972839},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5914999842643738},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5909000039100647},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4821000099182129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4643000066280365},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4404999911785126},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4368000030517578},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.4325999915599823},{"id":"https://openalex.org/C169272836","wikidata":"https://www.wikidata.org/wiki/Q5668307","display_name":"Variable elimination","level":3,"score":0.4115000069141388},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3359000086784363},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.31700000166893005},{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.2822999954223633},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.25949999690055847},{"id":"https://openalex.org/C38180746","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate analysis","level":2,"score":0.2587999999523163}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tc.2025.3626425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tc.2025.3626425","pdf_url":null,"source":{"id":"https://openalex.org/S157670870","display_name":"IEEE Transactions on Computers","issn_l":"0018-9340","issn":["0018-9340","1557-9956","2326-3814"],"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 Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2185493407","display_name":null,"funder_award_id":"62173158","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":41,"referenced_works":["https://openalex.org/W1969595988","https://openalex.org/W1969865391","https://openalex.org/W2396881363","https://openalex.org/W2890096158","https://openalex.org/W2912717503","https://openalex.org/W2981817796","https://openalex.org/W3013816514","https://openalex.org/W3045238016","https://openalex.org/W3089079408","https://openalex.org/W3100408509","https://openalex.org/W3196226093","https://openalex.org/W3197326271","https://openalex.org/W4210921172","https://openalex.org/W4241984471","https://openalex.org/W4313855707","https://openalex.org/W4319335604","https://openalex.org/W4321482357","https://openalex.org/W4378942662","https://openalex.org/W4379805280","https://openalex.org/W4381948937","https://openalex.org/W4385270120","https://openalex.org/W4385567802","https://openalex.org/W4386038516","https://openalex.org/W4386243227","https://openalex.org/W4386243265","https://openalex.org/W4386260564","https://openalex.org/W4386260613","https://openalex.org/W4386260635","https://openalex.org/W4386472885","https://openalex.org/W4386869846","https://openalex.org/W4388097370","https://openalex.org/W4388240216","https://openalex.org/W4401452829","https://openalex.org/W4401508038","https://openalex.org/W4401863431","https://openalex.org/W4401863578","https://openalex.org/W4406858189","https://openalex.org/W4410345929","https://openalex.org/W4410582774","https://openalex.org/W4410583104","https://openalex.org/W4411484253"],"related_works":[],"abstract_inverted_index":{"This":[0],"paper":[1],"focuses":[2],"on":[3],"severe":[4],"variable":[5,8,67,98],"missingness":[6],"and":[7,34,81,115,121],"sparsity":[9],"in":[10,37],"device-edge":[11],"collaboration.":[12],"Inference-based":[13],"methods":[14],"yield":[15],"unacceptable":[16],"reconstruction":[17,153],"errors":[18],"under":[19,135,142],"high":[20],"missing":[21,138,146],"rates,":[22],"thus":[23],"necessitating":[24],"retransmission.":[25],"However,":[26],"this":[27],"approach":[28],"can":[29],"lead":[30],"to":[31,91,105],"network":[32],"congestion":[33],"even":[35,141],"break-down":[36],"emergency":[38],"response":[39],"scenarios.":[40,139],"To":[41],"overcome":[42],"these":[43,88],"limitations,":[44],"we":[45],"propose":[46],"a":[47],"Similarity-based":[48],"Multivariate":[49],"Data":[50],"Completion":[51],"Framework":[52],"(SMDCF).":[53],"Unlike":[54],"traditional":[55],"retransmission":[56],"approaches,":[57],"SMDCF":[58,100,130],"adopts":[59],"an":[60,143],"innovative":[61],"similarity-based":[62],"learning":[63],"paradigm.":[64],"For":[65],"handling":[66,97],"missingness,":[68],"the":[69,93,152],"framework":[70,150],"retrieves":[71],"similar":[72],"samples":[73,90],"from":[74,87],"offline":[75],"datasets":[76],"by":[77,155],"analyzing":[78],"sparse":[79],"observations":[80],"then":[82],"effectively":[83],"transfers":[84],"relevant":[85],"variables":[86],"reference":[89],"complement":[92],"incomplete":[94],"data;":[95],"for":[96],"sparsity,":[99],"employs":[101],"graph":[102],"neural":[103],"networks":[104],"systematically":[106],"model":[107],"three":[108],"key":[109],"relationships:":[110],"inter-sample":[111],"correlations,":[112],"inter-variable":[113],"dependencies,":[114],"intra-variable":[116],"patterns,":[117],"thereby":[118],"achieving":[119],"robust":[120],"reliable":[122],"missing-value":[123],"inference.":[124],"Comprehensive":[125],"experimental":[126],"results":[127],"demonstrate":[128],"that":[129],"consistently":[131],"delivers":[132],"superior":[133],"performance":[134],"various":[136],"data":[137,147],"Notably,":[140],"extreme":[144],"90%":[145],"rate,":[148],"our":[149],"reduces":[151],"error":[154],"8.37%.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-01-16T23:16:36.188383","created_date":"2025-10-28T00:00:00"}