{"id":"https://openalex.org/W4409103270","doi":"https://doi.org/10.1109/tim.2025.3557120","title":"Multi-Source Multi-Target Domain Adaptation Based on Evidence Theory","display_name":"Multi-Source Multi-Target Domain Adaptation Based on Evidence Theory","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4409103270","doi":"https://doi.org/10.1109/tim.2025.3557120"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3557120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3557120","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5035429304","display_name":"Linqing Huang","orcid":"https://orcid.org/0000-0001-6892-8006"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linqing Huang","raw_affiliation_strings":["School of Cyber Science and Engineering and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China","School of Cyber Science and Engineering, and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047282005","display_name":"Jinfu Fan","orcid":"https://orcid.org/0009-0001-7892-1315"},"institutions":[{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinfu Fan","raw_affiliation_strings":["College of Computer Science and Technology, Qingdao University (QDU), Qingdao, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Qingdao University (QDU), Qingdao, China","institution_ids":["https://openalex.org/I143413998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101717685","display_name":"Shilin Wang","orcid":"https://orcid.org/0000-0002-8214-6809"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shilin Wang","raw_affiliation_strings":["School of Cyber Science and Engineering and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China","School of Cyber Science and Engineering, and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Engineering and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"School of Cyber Science and Engineering, and the School of Electronic Information and Electrical Engineering (SEIEE), Shanghai Jiao Tong University (SJTU), Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091254555","display_name":"Alan Wee\u2010Chung Liew","orcid":"https://orcid.org/0000-0001-6718-7584"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alan Wee-Chung Liew","raw_affiliation_strings":["School of Information and Communication Technology, Griffith University (GU), Gold Coast, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology, Griffith University (GU), Gold Coast, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5035429304"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":4.6468,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94288531,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"17"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.8343999981880188,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.8343999981880188,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.8091999888420105,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.7989000082015991,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5524930357933044},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.46587109565734863},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1945127248764038}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5524930357933044},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.46587109565734863},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1945127248764038},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3557120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3557120","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3658562200","display_name":null,"funder_award_id":"62401309","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G497098366","display_name":null,"funder_award_id":"62401362","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5950341906","display_name":null,"funder_award_id":"62271307","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6200428981","display_name":null,"funder_award_id":"24ZR1432200","funder_id":"https://openalex.org/F4320309612","funder_display_name":"Natural Science Foundation of Shanghai"}],"funders":[{"id":"https://openalex.org/F4320309612","display_name":"Natural Science Foundation of Shanghai","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322999","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":89,"referenced_works":["https://openalex.org/W1990579857","https://openalex.org/W2096943734","https://openalex.org/W2115403315","https://openalex.org/W2132904553","https://openalex.org/W2139580021","https://openalex.org/W2155251704","https://openalex.org/W2165698076","https://openalex.org/W2343114325","https://openalex.org/W2344533582","https://openalex.org/W2402171160","https://openalex.org/W2403746960","https://openalex.org/W2406470551","https://openalex.org/W2616287544","https://openalex.org/W2757279026","https://openalex.org/W2801477643","https://openalex.org/W2884771968","https://openalex.org/W2891176346","https://openalex.org/W2904209271","https://openalex.org/W2912137037","https://openalex.org/W2946021995","https://openalex.org/W2963214104","https://openalex.org/W2963275094","https://openalex.org/W2963693396","https://openalex.org/W2963756240","https://openalex.org/W2965843558","https://openalex.org/W2992062578","https://openalex.org/W2996787432","https://openalex.org/W3003384866","https://openalex.org/W3009072794","https://openalex.org/W3012724213","https://openalex.org/W3018638193","https://openalex.org/W3022379890","https://openalex.org/W3030674217","https://openalex.org/W3031325541","https://openalex.org/W3033245467","https://openalex.org/W3043030014","https://openalex.org/W3043790829","https://openalex.org/W3045564827","https://openalex.org/W3083547659","https://openalex.org/W3087431171","https://openalex.org/W3088032605","https://openalex.org/W3090414386","https://openalex.org/W3096103439","https://openalex.org/W3110086937","https://openalex.org/W3112846941","https://openalex.org/W3131415659","https://openalex.org/W3131597543","https://openalex.org/W3132232287","https://openalex.org/W3145104656","https://openalex.org/W3171054284","https://openalex.org/W3182200686","https://openalex.org/W3210714637","https://openalex.org/W4200092079","https://openalex.org/W4226058060","https://openalex.org/W4226412070","https://openalex.org/W4281609379","https://openalex.org/W4294626087","https://openalex.org/W4301347335","https://openalex.org/W4301802352","https://openalex.org/W4307392394","https://openalex.org/W4312221027","https://openalex.org/W4312737789","https://openalex.org/W4313004006","https://openalex.org/W4313480228","https://openalex.org/W4321488361","https://openalex.org/W4328055065","https://openalex.org/W4378194787","https://openalex.org/W4380032282","https://openalex.org/W4386824995","https://openalex.org/W4386934144","https://openalex.org/W4387092834","https://openalex.org/W4390706868","https://openalex.org/W4391164226","https://openalex.org/W4391425877","https://openalex.org/W4392405677","https://openalex.org/W4393157446","https://openalex.org/W4393161139","https://openalex.org/W4393951493","https://openalex.org/W4399110304","https://openalex.org/W4399728429","https://openalex.org/W4400021427","https://openalex.org/W4400228443","https://openalex.org/W4401568042","https://openalex.org/W4402898851","https://openalex.org/W4403982924","https://openalex.org/W4408071482","https://openalex.org/W4408915682","https://openalex.org/W6749061179","https://openalex.org/W6873696862"],"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":{"Domain":[0],"adaptation":[1,44],"usually":[2],"confronts":[3],"the":[4,15,23,52,77,106,109,134,159,205,213],"multiple":[5,8,87,99,128,164,174],"source":[6,110,175,183],"and":[7,22,62,112,163,204],"target":[9,75,79,89,95,115,123,147,217],"domains":[10,21,29,80],"issue.":[11],"In":[12,54,139],"such":[13],"case,":[14],"reduction":[16],"of":[17,25,108,166,173,179,201],"distribution":[18,65,70,136],"discrepancy":[19],"across":[20],"combination":[24],"information":[26,144,180],"in":[27,93,121,145,181,215],"diverse":[28],"are":[30,81],"two":[31],"major":[32],"subproblems.":[33],"Here,":[34],"we":[35,56],"propose":[36],"a":[37,59,73,118,199],"new":[38,88,114,135],"method":[39],"called":[40],"Multi-source":[41],"Multi-target":[42],"domain":[43,96,111],"based":[45],"on":[46],"Evidence":[47],"Theory":[48],"(MMET)":[49],"to":[50,68,85,141,156,189],"improve":[51,212],"accuracy.":[53],"MMET,":[55],"first":[57],"develop":[58],"joint":[60],"first-order":[61],"second-order":[63],"statistical":[64],"alignment":[66,137],"approach":[67],"reduce":[69],"discrepancy.":[71],"For":[72,117,177],"certain":[74],"domain,":[76,124],"other":[78],"merged":[82],"with":[83,198],"it":[84,125],"yield":[86],"domains.":[90,176],"Then,":[91],"patterns":[92],"this":[94,122],"will":[97,126,169],"obtain":[98,127],"domain-invariant":[100],"feature":[101],"representations":[102],"by":[103],"pairwise":[104],"aligning":[105],"distributions":[107],"each":[113,216],"domain.":[116,218],"query":[119],"pattern":[120],"soft":[129,160],"classification":[130,161],"results":[131,168,207],"after":[132],"employing":[133],"approach.":[138],"order":[140],"integrate":[142],"useful":[143],"different":[146,182],"domains,":[148,184],"Weighted":[149],"Average":[150],"Fusion":[151],"(WAF)":[152],"rule":[153],"is":[154,187],"used":[155],"locally":[157],"combine":[158,191],"results,":[162],"pieces":[165],"WAF":[167,193],"be":[170],"produced":[171],"because":[172],"integration":[178],"evidence":[185],"theory":[186],"employed":[188],"globally":[190],"these":[192],"results.":[194],"MMET":[195,209],"was":[196],"compared":[197],"variety":[200],"advanced":[202],"methods,":[203],"experimental":[206],"show":[208],"can":[210],"significantly":[211],"accuracy":[214]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
