{"id":"https://openalex.org/W7140330414","doi":"https://doi.org/10.1016/j.future.2026.108495","title":"FedCAP: Community-Aware aggregation and local alignment for personalized federated learning","display_name":"FedCAP: Community-Aware aggregation and local alignment for personalized federated learning","publication_year":2026,"publication_date":"2026-03-25","ids":{"openalex":"https://openalex.org/W7140330414","doi":"https://doi.org/10.1016/j.future.2026.108495"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2026.108495","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108495","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"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":"Future Generation Computer Systems","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/A5130559744","display_name":"Bohao Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bohao Yao","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University"],"raw_orcid":"https://orcid.org/0009-0004-4257-4499","affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130594678","display_name":"Cheng Li","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Cheng Li","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University"],"raw_orcid":"https://orcid.org/0000-0002-9656-5385","affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130580998","display_name":"Weihao Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Chen","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University"],"raw_orcid":"https://orcid.org/0009-0003-4958-7893","affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University","institution_ids":["https://openalex.org/I111971639"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130547161","display_name":"Yanrui Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I111971639","display_name":"Qiqihar University","ror":"https://ror.org/01khf5d59","country_code":"CN","type":"education","lineage":["https://openalex.org/I111971639"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanrui Chen","raw_affiliation_strings":["College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University"],"raw_orcid":"https://orcid.org/0009-0004-8458-8768","affiliations":[{"raw_affiliation_string":"College of Computer and Control Engineering, Qiqihar University, Qiqihar 161006, Heilongjiang, China","institution_ids":["https://openalex.org/I111971639"]},{"raw_affiliation_string":"Key Laboratory of Big Data Network Security Detection and Analysis, Heilongjiang Province, Qiqihar University","institution_ids":["https://openalex.org/I111971639"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5130594678"],"corresponding_institution_ids":["https://openalex.org/I111971639"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.65716813,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"182","issue":null,"first_page":"108495","last_page":"108495"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.7348999977111816,"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":0.7348999977111816,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.02889999933540821,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.010900000110268593,"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/federated-learning","display_name":"Federated learning","score":0.8744999766349792},{"id":"https://openalex.org/keywords/database-query","display_name":"Database query","score":0.26969999074935913},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.2630999982357025},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.2556000053882599}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9264000058174133},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.8744999766349792},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3409000039100647},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.32260000705718994},{"id":"https://openalex.org/C2989070954","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database query","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2687000036239624},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2581999897956848},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.25780001282691956},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.2556000053882599},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.future.2026.108495","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108495","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"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":"Future Generation Computer Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.4600412845611572,"display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322217","display_name":"Department of Education, Heilongjiang Province","ror":"https://ror.org/04rn1rm44"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2131681506","https://openalex.org/W2560647685","https://openalex.org/W2964155733","https://openalex.org/W2995022099","https://openalex.org/W3033511014","https://openalex.org/W3133814152","https://openalex.org/W3156424100","https://openalex.org/W4224227775","https://openalex.org/W4281753687","https://openalex.org/W4319303175","https://openalex.org/W4385348246","https://openalex.org/W4390938718","https://openalex.org/W4396524796","https://openalex.org/W4406973373"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-31T06:02:25.137627","created_date":"2026-03-26T00:00:00"}
