{"id":"https://openalex.org/W7163590652","doi":"https://doi.org/10.1016/j.future.2026.108641","title":"FedTETP: Federated learning with topology enhancement for traffic prediction","display_name":"FedTETP: Federated learning with topology enhancement for traffic prediction","publication_year":2026,"publication_date":"2026-06-04","ids":{"openalex":"https://openalex.org/W7163590652","doi":"https://doi.org/10.1016/j.future.2026.108641"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2026.108641","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108641","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/A5137849566","display_name":"Xing Wang","orcid":"https://orcid.org/0000-0003-1144-0995"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Wang","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0003-1144-0995","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101795337","display_name":"Chunxia Chen","orcid":"https://orcid.org/0000-0002-7268-8292"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunxia Chen","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137901897","display_name":"Jixiang Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jixiang Chen","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137855952","display_name":"Biao Jin","orcid":"https://orcid.org/0000-0003-3401-1691"},"institutions":[{"id":"https://openalex.org/I111753288","display_name":"Fujian Normal University","ror":"https://ror.org/020azk594","country_code":"CN","type":"education","lineage":["https://openalex.org/I111753288"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Biao Jin","raw_affiliation_strings":["College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China"],"raw_orcid":"https://orcid.org/0000-0003-3401-1691","affiliations":[{"raw_affiliation_string":"College of Computer and Cyber Security, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]},{"raw_affiliation_string":"Digital Fujian Institute of Big Data Security Technology, Fujian Normal University, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I111753288"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101747184","display_name":"Fumin Zou","orcid":"https://orcid.org/0000-0002-4234-1861"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fumin Zou","raw_affiliation_strings":["Fujian Key Laboratory of Automotive Electronic and Electrical Drive Technology, Fujian University of Technology, Fuzhou, 350117, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory of Automotive Electronic and Electrical Drive Technology, Fujian University of Technology, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037780024","display_name":"Lyuchao Liao","orcid":"https://orcid.org/0000-0001-5337-9083"},"institutions":[{"id":"https://openalex.org/I83791580","display_name":"Fujian University of Technology","ror":"https://ror.org/03c8fdb16","country_code":"CN","type":"education","lineage":["https://openalex.org/I83791580"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lyuchao Liao","raw_affiliation_strings":["Fujian Key Laboratory of Automotive Electronic and Electrical Drive Technology, Fujian University of Technology, Fuzhou, 350117, Fujian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory of Automotive Electronic and Electrical Drive Technology, Fujian University of Technology, Fuzhou, 350117, Fujian, China","institution_ids":["https://openalex.org/I83791580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074340420","display_name":"Ruihao Zeng","orcid":"https://orcid.org/0000-0003-2927-1018"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruihao Zeng","raw_affiliation_strings":["School of Civil Engineering, The University of Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-2927-1018","affiliations":[{"raw_affiliation_string":"School of Civil Engineering, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5137855952"],"corresponding_institution_ids":["https://openalex.org/I111753288"],"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":0.70855453,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"185","issue":null,"first_page":"108641","last_page":"108641"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.42239999771118164,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.42239999771118164,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.10170000046491623,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.06809999793767929,"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/topology","display_name":"Topology (electrical circuits)","score":0.4047999978065491},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.3894999921321869},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.3790999948978424},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.2700999975204468},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.26420000195503235}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8956999778747559},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4172999858856201},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.4047999978065491},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.40230000019073486},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.3894999921321869},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.3790999948978424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3278999924659729},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.24809999763965607}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.future.2026.108641","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.future.2026.108641","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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321878","display_name":"Natural Science Foundation of Fujian Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1988580225","https://openalex.org/W2070232376","https://openalex.org/W2125817951","https://openalex.org/W2573587735","https://openalex.org/W2901504064","https://openalex.org/W2907492528","https://openalex.org/W2912213068","https://openalex.org/W2921685418","https://openalex.org/W2950817888","https://openalex.org/W2965341826","https://openalex.org/W2997848713","https://openalex.org/W3008849576","https://openalex.org/W3010852232","https://openalex.org/W3015851013","https://openalex.org/W3021654819","https://openalex.org/W3126441351","https://openalex.org/W4226524907","https://openalex.org/W4285260582","https://openalex.org/W4323545763","https://openalex.org/W4382239616","https://openalex.org/W4401863551","https://openalex.org/W4409280727","https://openalex.org/W4411209184"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-09T06:18:44.609144","created_date":"2026-06-05T00:00:00"}