{"id":"https://openalex.org/W7128168402","doi":"https://doi.org/10.1016/j.eswa.2026.131514","title":"Breaking barriers in federated transfer learning: A systematic review on federated transfer learning for non-overlapping domains","display_name":"Breaking barriers in federated transfer learning: A systematic review on federated transfer learning for non-overlapping domains","publication_year":2026,"publication_date":"2026-02-06","ids":{"openalex":"https://openalex.org/W7128168402","doi":"https://doi.org/10.1016/j.eswa.2026.131514"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.131514","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131514","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"},"type":"review","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/A5125261683","display_name":"Tasnim Binte Shiraj","orcid":null},"institutions":[{"id":"https://openalex.org/I96426537","display_name":"Bangladesh University of Professionals","ror":"https://ror.org/01zphyp78","country_code":"BD","type":"education","lineage":["https://openalex.org/I96426537"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Tasnim Binte Shiraj","raw_affiliation_strings":["Department of Information and Communication Technology, Bangladesh University of Professionals, Mirpur Cantonment, Dhaka, 1216, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0001-9249-1625","affiliations":[{"raw_affiliation_string":"Department of Information and Communication Technology, Bangladesh University of Professionals, Mirpur Cantonment, Dhaka, 1216, Bangladesh","institution_ids":["https://openalex.org/I96426537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010018773","display_name":"Sobhana Jahan","orcid":"https://orcid.org/0000-0003-4882-4327"},"institutions":[{"id":"https://openalex.org/I96426537","display_name":"Bangladesh University of Professionals","ror":"https://ror.org/01zphyp78","country_code":"BD","type":"education","lineage":["https://openalex.org/I96426537"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sobhana Jahan","raw_affiliation_strings":["Department of Computer Science and Engineering, Bangladesh University of Professionals, Mirpur Cantonment, Dhaka, 1216, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-4882-4327","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Bangladesh University of Professionals, Mirpur Cantonment, Dhaka, 1216, Bangladesh","institution_ids":["https://openalex.org/I96426537"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011848671","display_name":"Md. Rawnak Saif Adib","orcid":"https://orcid.org/0009-0002-9357-8436"},"institutions":[{"id":"https://openalex.org/I17301866","display_name":"University of Alabama","ror":"https://ror.org/03xrrjk67","country_code":"US","type":"education","lineage":["https://openalex.org/I17301866"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md. Rawnak Saif Adib","raw_affiliation_strings":["Department of Computer Science, The University of Alabama, Tuscaloosa, AL 35487, United States, Dhaka, 1230, Bangladesh"],"raw_orcid":"https://orcid.org/0009-0002-9357-8436","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Alabama, Tuscaloosa, AL 35487, United States, Dhaka, 1230, Bangladesh","institution_ids":["https://openalex.org/I17301866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006587638","display_name":"Md. Sazzadur Rahman","orcid":"https://orcid.org/0000-0002-9178-3711"},"institutions":[{"id":"https://openalex.org/I46080048","display_name":"Jahangirnagar University","ror":"https://ror.org/04ywb0864","country_code":"BD","type":"education","lineage":["https://openalex.org/I46080048"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Md. Sazzadur Rahman","raw_affiliation_strings":["Institute of Information Technology, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-9178-3711","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh","institution_ids":["https://openalex.org/I46080048"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125263464","display_name":"M. Shamim Kaiser","orcid":null},"institutions":[{"id":"https://openalex.org/I46080048","display_name":"Jahangirnagar University","ror":"https://ror.org/04ywb0864","country_code":"BD","type":"education","lineage":["https://openalex.org/I46080048"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"M. Shamim Kaiser","raw_affiliation_strings":["Institute of Information Technology, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-4604-5461","affiliations":[{"raw_affiliation_string":"Institute of Information Technology, Jahangirnagar University, Savar, Dhaka, 1342, Bangladesh","institution_ids":["https://openalex.org/I46080048"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039038612","display_name":"A. S. M. Sanwar Hosen","orcid":"https://orcid.org/0000-0003-0934-0995"},"institutions":[{"id":"https://openalex.org/I85389745","display_name":"Woosong University","ror":"https://ror.org/02srty072","country_code":"KR","type":"education","lineage":["https://openalex.org/I85389745"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"A. S. M. Sanwar Hosen","raw_affiliation_strings":["Department of Artificial Intelligence and Big Data, Woosong University, Daejeon, 34606, South Korea"],"raw_orcid":"https://orcid.org/0000-0003-0934-0995","affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence and Big Data, Woosong University, Daejeon, 34606, South Korea","institution_ids":["https://openalex.org/I85389745"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5006587638"],"corresponding_institution_ids":["https://openalex.org/I46080048"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":8.6862,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.96702128,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"313","issue":null,"first_page":"131514","last_page":"131514"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.8463000059127808,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.8463000059127808,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.03180000185966492,"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/T14347","display_name":"Big Data and Digital Economy","score":0.012199999764561653,"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/scalability","display_name":"Scalability","score":0.8141000270843506},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.6887999773025513},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5295000076293945},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.513700008392334},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.45579999685287476},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4426000118255615},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.438400000333786},{"id":"https://openalex.org/keywords/open-research","display_name":"Open research","score":0.42879998683929443},{"id":"https://openalex.org/keywords/knowledge-transfer","display_name":"Knowledge transfer","score":0.36579999327659607}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8726999759674072},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.8141000270843506},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.6887999773025513},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5295000076293945},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.513700008392334},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.45579999685287476},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4426000118255615},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.438400000333786},{"id":"https://openalex.org/C2778464652","wikidata":"https://www.wikidata.org/wiki/Q309849","display_name":"Open research","level":2,"score":0.42879998683929443},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3971000015735626},{"id":"https://openalex.org/C2776960227","wikidata":"https://www.wikidata.org/wiki/Q2586354","display_name":"Knowledge transfer","level":2,"score":0.36579999327659607},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3450999855995178},{"id":"https://openalex.org/C2779965156","wikidata":"https://www.wikidata.org/wiki/Q5227350","display_name":"Data sharing","level":3,"score":0.3409000039100647},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.32409998774528503},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.3165999948978424},{"id":"https://openalex.org/C2776604539","wikidata":"https://www.wikidata.org/wiki/Q6423395","display_name":"Knowledge sharing","level":2,"score":0.30979999899864197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30559998750686646},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30550000071525574},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.3043999969959259},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.30410000681877136},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2904999852180481},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2824000120162964},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.274399995803833},{"id":"https://openalex.org/C47487241","wikidata":"https://www.wikidata.org/wiki/Q5227230","display_name":"Data access","level":2,"score":0.27320000529289246},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.25609999895095825}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.131514","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.131514","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6889699697494507,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321311","display_name":"Woosong University","ror":"https://ror.org/02srty072"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2395579298","https://openalex.org/W2602480929","https://openalex.org/W2783522756","https://openalex.org/W2903890850","https://openalex.org/W3018464563","https://openalex.org/W3027686430","https://openalex.org/W3041133507","https://openalex.org/W3112890400","https://openalex.org/W3134503721","https://openalex.org/W3135939397","https://openalex.org/W3138513656","https://openalex.org/W3152894225","https://openalex.org/W3169736721","https://openalex.org/W3176741412","https://openalex.org/W3180515657","https://openalex.org/W3180608480","https://openalex.org/W3192953632","https://openalex.org/W3198350258","https://openalex.org/W3214221929","https://openalex.org/W3217790602","https://openalex.org/W4281389667","https://openalex.org/W4282568311","https://openalex.org/W4285011395","https://openalex.org/W4288071526","https://openalex.org/W4293155325","https://openalex.org/W4293770422","https://openalex.org/W4308102317","https://openalex.org/W4315779371","https://openalex.org/W4318570653","https://openalex.org/W4324142429","https://openalex.org/W4372218969","https://openalex.org/W4376874793","https://openalex.org/W4388622995","https://openalex.org/W4392180678","https://openalex.org/W4392360718","https://openalex.org/W4392768457","https://openalex.org/W4393083032","https://openalex.org/W4394565411","https://openalex.org/W4400975328","https://openalex.org/W4404199198","https://openalex.org/W4408433399","https://openalex.org/W4408982919","https://openalex.org/W4409290901","https://openalex.org/W4409839401"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-02-07T00:00:00"}