{"id":"https://openalex.org/W4400188339","doi":"https://doi.org/10.1109/jiot.2024.3421536","title":"Knowledge Transfer for Body Sensor Networks: Characterization and Resistance of Negative Transfer in Overconstrained Environments","display_name":"Knowledge Transfer for Body Sensor Networks: Characterization and Resistance of Negative Transfer in Overconstrained Environments","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4400188339","doi":"https://doi.org/10.1109/jiot.2024.3421536"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2024.3421536","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jiot.2024.3421536","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/A5114269574","display_name":"Han Shi","orcid":"https://orcid.org/0009-0003-4281-941X"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Shi","raw_affiliation_strings":["College of Information, Liaoning University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0003-4281-941X","affiliations":[{"raw_affiliation_string":"College of Information, Liaoning University, Shenyang, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100356063","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0003-0308-0942"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Physics, Liaoning University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics, Liaoning University, Shenyang, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009494156","display_name":"Hao Luo","orcid":"https://orcid.org/0009-0007-1780-483X"},"institutions":[{"id":"https://openalex.org/I118803816","display_name":"Liaoning University","ror":"https://ror.org/03xpwj629","country_code":"CN","type":"education","lineage":["https://openalex.org/I118803816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Luo","raw_affiliation_strings":["College of Information, Liaoning University, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0007-1780-483X","affiliations":[{"raw_affiliation_string":"College of Information, Liaoning University, Shenyang, China","institution_ids":["https://openalex.org/I118803816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100457332","display_name":"Hai Zhao","orcid":"https://orcid.org/0000-0002-3392-2584"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-3392-2584","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09201004,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"19","first_page":"31959","last_page":"31973"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9829000234603882,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9829000234603882,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9616000056266785,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9282000064849854,"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/computer-science","display_name":"Computer science","score":0.6405172348022461},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.5020115375518799},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.4622819721698761},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.43042320013046265},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.4274746775627136},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39726710319519043},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2306673228740692},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.20410045981407166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1990392506122589},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14529350399971008},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08798563480377197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6405172348022461},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.5020115375518799},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.4622819721698761},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.43042320013046265},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.4274746775627136},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39726710319519043},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2306673228740692},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.20410045981407166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1990392506122589},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14529350399971008},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08798563480377197},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2024.3421536","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jiot.2024.3421536","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/G2903499313","display_name":null,"funder_award_id":"ZX20230199","funder_id":"https://openalex.org/F4320326696","funder_display_name":"Jiangxi Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320326696","display_name":"Jiangxi Provincial Department of Science and Technology","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1852728451","https://openalex.org/W2026297770","https://openalex.org/W2096943734","https://openalex.org/W2100664256","https://openalex.org/W2144348409","https://openalex.org/W2146291834","https://openalex.org/W2149466042","https://openalex.org/W2165698076","https://openalex.org/W2395579298","https://openalex.org/W2408012181","https://openalex.org/W2616287544","https://openalex.org/W2803106019","https://openalex.org/W2884771968","https://openalex.org/W2894771803","https://openalex.org/W2899542986","https://openalex.org/W2915387487","https://openalex.org/W2963214104","https://openalex.org/W2980113592","https://openalex.org/W3094483422","https://openalex.org/W3135182665","https://openalex.org/W3162549869","https://openalex.org/W3190854914","https://openalex.org/W4200551445","https://openalex.org/W4282829678","https://openalex.org/W4308489564","https://openalex.org/W4310914524","https://openalex.org/W4311404181","https://openalex.org/W4312249358","https://openalex.org/W4315630841","https://openalex.org/W4321192557","https://openalex.org/W4380769238","https://openalex.org/W4381785874","https://openalex.org/W4387272130","https://openalex.org/W4387436112","https://openalex.org/W4388672880","https://openalex.org/W4388750297","https://openalex.org/W4390188102","https://openalex.org/W4391216267","https://openalex.org/W4391791428","https://openalex.org/W6780052409"],"related_works":["https://openalex.org/W3107994849","https://openalex.org/W4247143848","https://openalex.org/W2009883749","https://openalex.org/W2735573198","https://openalex.org/W29442446","https://openalex.org/W330727063","https://openalex.org/W2896904446","https://openalex.org/W1483407203","https://openalex.org/W4206825956","https://openalex.org/W651098627"],"abstract_inverted_index":{"Transfer":[0],"learning":[1],"(TL)":[2],"has":[3,39],"shown":[4],"potential":[5,137],"for":[6,181],"body":[7,149],"sensor":[8,29,150],"network":[9],"(BSN)":[10],"applications.":[11],"However,":[12],"TL":[13],"performance":[14],"is":[15],"influenced":[16],"by":[17],"various":[18],"factors,":[19],"such":[20,44],"as":[21,45],"the":[22,54,68,88,114,130,158,169,182],"BSN":[23,117,186],"environment,":[24],"user-specific":[25],"physiological":[26],"signs,":[27],"or":[28],"modalities,":[30],"leading":[31],"to":[32,86],"negative":[33],"transfer":[34,51,71,78,101,188],"(NT)":[35],"effects.":[36],"Limited":[37],"research":[38],"defined":[40],"NT":[41,57,89,131,170],"from":[42],"perspectives,":[43],"data":[46],"quality,":[47],"domain":[48,83,163],"transferability,":[49],"and":[50,73,124,135,144,165],"components,":[52],"but":[53,105],"cognition":[55],"of":[56,81,111,119,160,184],"in":[58,91,109,132,172],"multimodal":[59,148,185],"BSNs":[60],"remains":[61],"insufficient.":[62],"In":[63,113],"this":[64],"article,":[65],"we":[66,128],"explore":[67],"correlation":[69],"between":[70],"modes":[72],"NT,":[74],"proposing":[75],"a":[76,178],"knowledge":[77,187],"framework":[79],"composed":[80],"common":[82],"adaptation":[84],"constraints":[85],"reveal":[87],"effects":[90],"overconstrained":[92,133],"environments.":[93],"This":[94,174],"effect":[95,171],"can":[96,176],"explain":[97],"why":[98],"strongly":[99],"constrained":[100],"algorithms":[102],"are":[103],"effective":[104],"not":[106],"necessarily":[107],"optimal":[108],"terms":[110],"performance.":[112],"three":[115],"typical":[116],"scenarios":[118],"emotion":[120],"recognition,":[121,127],"fall":[122],"detection,":[123],"daily":[125],"activity":[126],"demonstrate":[129],"environments":[134],"its":[136],"influencing":[138],"factors":[139],"using":[140],"different":[141,147],"constraint":[142],"combinations":[143],"based":[145],"on":[146,156,168],"fusion":[151,166],"architectures.":[152],"Extensive":[153],"experiments":[154],"focus":[155],"discussing":[157],"impact":[159],"category-condition":[161],"constraints,":[162],"similarity,":[164],"architectures":[167],"BSNs.":[173],"work":[175],"provide":[177],"new":[179],"perspective":[180],"design":[183],"scheme.":[189]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}