{"id":"https://openalex.org/W4413359312","doi":"https://doi.org/10.1109/jiot.2025.3600757","title":"FSLBSC: Knowledge-Driven Federated Learning for Unbalanced Labeling AIS Signal Identification","display_name":"FSLBSC: Knowledge-Driven Federated Learning for Unbalanced Labeling AIS Signal Identification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413359312","doi":"https://doi.org/10.1109/jiot.2025.3600757"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3600757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3600757","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/A5018710096","display_name":"Qiao Tian","orcid":"https://orcid.org/0000-0001-8177-7724"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiao Tian","raw_affiliation_strings":["College Of Computer Science And Technology, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0000-0001-8177-7724","affiliations":[{"raw_affiliation_string":"College Of Computer Science And Technology, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101524710","display_name":"Shiyi Wang","orcid":"https://orcid.org/0000-0002-3722-4732"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyi Wang","raw_affiliation_strings":["Communication Engineering College, Hangzhou Dianzi University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Engineering College, Hangzhou Dianzi University, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100622664","display_name":"Meiyu Wang","orcid":"https://orcid.org/0000-0003-2025-721X"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyu Wang","raw_affiliation_strings":["Communication Engineering College, Hangzhou Dianzi University, China"],"raw_orcid":"https://orcid.org/0000-0003-2025-721X","affiliations":[{"raw_affiliation_string":"Communication Engineering College, Hangzhou Dianzi University, China","institution_ids":["https://openalex.org/I50760025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.396,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.85472869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9577000141143799,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9577000141143799,"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/computer-science","display_name":"Computer science","score":0.8017747402191162},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6168307662010193},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44147807359695435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8017747402191162},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6168307662010193},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44147807359695435},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3600757","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3600757","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":[],"awards":[{"id":"https://openalex.org/G1058371652","display_name":null,"funder_award_id":"62201172","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":42,"referenced_works":["https://openalex.org/W1616857247","https://openalex.org/W2092620240","https://openalex.org/W2912934741","https://openalex.org/W2998249317","https://openalex.org/W3038716110","https://openalex.org/W3088383832","https://openalex.org/W3090584982","https://openalex.org/W3098755434","https://openalex.org/W3135134255","https://openalex.org/W3182158470","https://openalex.org/W3201744755","https://openalex.org/W3202222478","https://openalex.org/W3205971195","https://openalex.org/W4206504654","https://openalex.org/W4225563647","https://openalex.org/W4281730771","https://openalex.org/W4285247578","https://openalex.org/W4285309754","https://openalex.org/W4289752563","https://openalex.org/W4296125434","https://openalex.org/W4312443924","https://openalex.org/W4313132151","https://openalex.org/W4313886867","https://openalex.org/W4315473049","https://openalex.org/W4321766338","https://openalex.org/W4366203286","https://openalex.org/W4378697253","https://openalex.org/W4386078135","https://openalex.org/W4388207488","https://openalex.org/W4390619546","https://openalex.org/W4390872613","https://openalex.org/W4392699793","https://openalex.org/W4397008426","https://openalex.org/W4398151587","https://openalex.org/W4398202242","https://openalex.org/W4398226081","https://openalex.org/W4400076000","https://openalex.org/W4400316135","https://openalex.org/W4402167563","https://openalex.org/W4402834148","https://openalex.org/W4403491331","https://openalex.org/W4404179129"],"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":{"With":[0],"the":[1,25,42,66,73,81,120,139,151,169],"rapid":[2],"development":[3],"of":[4,27,45,60,68,75,122,135,142,146,188],"ubiquitous":[5],"networks":[6],"and":[7,38,111,131],"unmanned":[8,11,17,70],"devices,":[9],"distributed":[10,16,69],"systems":[12,18,71],"have":[13],"emerged.":[14],"Applying":[15],"to":[19],"AIS":[20,29,76,136,159,173],"signal":[21,77],"recognition":[22,156],"helps":[23],"address":[24,80],"challenges":[26],"identifying":[28],"signals":[30,137,160],"in":[31,72],"extreme":[32],"environments":[33],"such":[34],"as":[35],"remote":[36],"seas":[37],"isolated":[39],"regions.":[40],"Nevertheless,":[41],"direct":[43],"sharing":[44,106,141],"multi-domain":[46,165],"sample":[47,109,124],"data":[48,125,166,174],"not":[49],"only":[50],"entails":[51],"substantial":[52],"costs":[53],"but":[54],"also":[55],"poses":[56],"a":[57,87,128,184],"high":[58],"risk":[59],"privacy":[61,110],"information":[62],"disclosure,":[63],"significantly":[64],"limiting":[65],"advancement":[67],"area":[74],"recognition.":[78],"To":[79],"above":[82],"problems,":[83],"this":[84,100,181],"paper":[85],"proposes":[86],"knowledge-driven":[88],"federated":[89,116],"semi-supervised":[90],"learning":[91],"based":[92],"on":[93,114],"similarity":[94],"Consistency":[95],"(FSLBSC).":[96],"In":[97,168],"detail,":[98],"firstly,":[99],"approach":[101,182],"achieves":[102],"many-to-many":[103],"cross-domain":[104],"knowledge":[105],"while":[107],"ensuring":[108],"security,":[112],"relying":[113],"knowledge-sharing":[115],"learning.":[117],"It":[118],"resolves":[119],"issue":[121],"unbalanced":[123,164],"labels":[126],"within":[127],"single":[129],"domain":[130],"enables":[132],"effective":[133],"annotation":[134],"through":[138],"secure":[140],"multi-source":[143],"knowledge.":[144],"Results":[145],"simulation":[147],"experiments":[148],"demonstrate":[149],"that":[150],"proposed":[152],"method":[153],"exhibits":[154],"higher":[155],"accuracy":[157,186],"for":[158],"when":[161],"faced":[162],"with":[163],"labeling.":[167],"experiment":[170],"using":[171],"real":[172],"gathered":[175],"from":[176],"four":[177],"distinct":[178],"sea":[179],"surfaces,":[180],"obtained":[183],"global":[185],"rate":[187],"99.53%.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}