{"id":"https://openalex.org/W4292653773","doi":"https://doi.org/10.3390/info13080395","title":"Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking","display_name":"Federated Learning of Explainable AI Models in 6G Systems: Towards Secure and Automated Vehicle Networking","publication_year":2022,"publication_date":"2022-08-20","ids":{"openalex":"https://openalex.org/W4292653773","doi":"https://doi.org/10.3390/info13080395"},"language":"en","primary_location":{"id":"doi:10.3390/info13080395","doi":"https://doi.org/10.3390/info13080395","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13080395","pdf_url":"https://www.mdpi.com/2078-2489/13/8/395/pdf?version=1661327007","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/8/395/pdf?version=1661327007","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079169024","display_name":"Alessandro Renda","orcid":"https://orcid.org/0000-0002-0482-5048","observed_orcids":["https://orcid.org/0000-0002-0482-5048"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Renda","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, 56122 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0482-5048","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050435146","display_name":"Pietro Ducange","orcid":"https://orcid.org/0000-0003-4510-1350","observed_orcids":["https://orcid.org/0000-0003-4510-1350"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Ducange","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, 56122 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0003-4510-1350","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057031606","display_name":"Francesco Marcelloni","orcid":"https://orcid.org/0000-0002-5895-876X","observed_orcids":["https://orcid.org/0000-0002-5895-876X"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Marcelloni","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, 56122 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-5895-876X","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010034815","display_name":"Dario Sabella","orcid":"https://orcid.org/0000-0002-8723-7726","observed_orcids":["https://orcid.org/0000-0002-8723-7726"]},"institutions":[{"id":"https://openalex.org/I1343180700","display_name":"Intel (United States)","ror":"https://ror.org/01ek73717","country_code":"US","type":"company","lineage":["https://openalex.org/I1343180700"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dario Sabella","raw_affiliation_strings":["Intel Corporation Italia SpA, 20094 Milan, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8723-7726","affiliations":[{"raw_affiliation_string":"Intel Corporation Italia SpA, 20094 Milan, Italy","institution_ids":["https://openalex.org/I1343180700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074688239","display_name":"Miltiadis C. Filippou","orcid":"https://orcid.org/0000-0001-5953-980X","observed_orcids":["https://orcid.org/0000-0001-5953-980X"]},"institutions":[{"id":"https://openalex.org/I4210094487","display_name":"Intel (Germany)","ror":"https://ror.org/00m2x0g47","country_code":"DE","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210094487"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Miltiadis C. Filippou","raw_affiliation_strings":["Intel Deutschland GmbH, 85579 Neubiberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Deutschland GmbH, 85579 Neubiberg, Germany","institution_ids":["https://openalex.org/I4210094487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072857514","display_name":"Giovanni Nardini","orcid":"https://orcid.org/0000-0001-9796-6378","observed_orcids":["https://orcid.org/0000-0001-9796-6378"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Nardini","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, 56122 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-9796-6378","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008205801","display_name":"Giovanni Stea","orcid":"https://orcid.org/0000-0001-5310-6763","observed_orcids":["https://orcid.org/0000-0001-5310-6763"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giovanni Stea","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, 56122 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0001-5310-6763","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050099715","display_name":"Antonio Virdis","orcid":"https://orcid.org/0000-0002-0629-1078","observed_orcids":["https://orcid.org/0000-0002-0629-1078"]},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio Virdis","raw_affiliation_strings":["Department of Information Engineering, University of Pisa, 56122 Pisa, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0629-1078","affiliations":[{"raw_affiliation_string":"Department of Information Engineering, University of Pisa, 56122 Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018709438","display_name":"Davide Micheli","orcid":"https://orcid.org/0000-0002-7851-0532","observed_orcids":["https://orcid.org/0000-0002-7851-0532"]},"institutions":[{"id":"https://openalex.org/I137543953","display_name":"Telecom Italia (Italy)","ror":"https://ror.org/00xmwgm53","country_code":"IT","type":"company","lineage":["https://openalex.org/I137543953"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Micheli","raw_affiliation_strings":["Telecom Italia S.p.A., 00198 Roma, Italy"],"raw_orcid":"https://orcid.org/0000-0002-7851-0532","affiliations":[{"raw_affiliation_string":"Telecom Italia S.p.A., 00198 Roma, Italy","institution_ids":["https://openalex.org/I137543953"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084549190","display_name":"Damiano Rapone","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I137543953","display_name":"Telecom Italia (Italy)","ror":"https://ror.org/00xmwgm53","country_code":"IT","type":"company","lineage":["https://openalex.org/I137543953"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Damiano Rapone","raw_affiliation_strings":["Telecom Italia S.p.A., 00198 Roma, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telecom Italia S.p.A., 00198 Roma, Italy","institution_ids":["https://openalex.org/I137543953"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016935935","display_name":"Leonardo Gomes Baltar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210094487","display_name":"Intel (Germany)","ror":"https://ror.org/00m2x0g47","country_code":"DE","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210094487"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Leonardo Gomes Baltar","raw_affiliation_strings":["Intel Deutschland GmbH, 85579 Neubiberg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intel Deutschland GmbH, 85579 Neubiberg, Germany","institution_ids":["https://openalex.org/I4210094487"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079169024"],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1466},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1466},"fwci":5.2926,"has_fulltext":true,"cited_by_count":99,"citation_normalized_percentile":{"value":0.96925979,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":"13","issue":"8","first_page":"395","last_page":"395"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9814000129699707,"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":0.9814000129699707,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.013199999928474426,"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/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.0012000000569969416,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/federated-learning","display_name":"federated learning","score":0.9980000257492065},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.9760000109672546},{"id":"https://openalex.org/keywords/6g-networks","display_name":"6G","score":0.8159999847412109},{"id":"https://openalex.org/keywords/vehicle-to-everything-communication","display_name":"vehicle-to-everything communication","score":0.9629999995231628},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"privacy preservation","score":0.527999997138977},{"id":"https://openalex.org/keywords/data-security","display_name":"data security","score":0.6340000033378601},{"id":"https://openalex.org/keywords/quality-of-experience-prediction","display_name":"quality of experience prediction","score":0.8970000147819519},{"id":"https://openalex.org/keywords/online-training","display_name":"online training","score":0.5370000004768372},{"id":"https://openalex.org/keywords/wireless-network-planning","display_name":"wireless network design","score":0.7149999737739563},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"trustworthiness","score":0.6930000185966492}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8273507952690125},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5987441539764404},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.5967317223548889},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4716174900531769},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4586184024810791},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.42295753955841064},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4221235513687134},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3436611294746399},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33838731050491333},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3355502486228943},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1655958592891693},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/info13080395","doi":"https://doi.org/10.3390/info13080395","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13080395","pdf_url":"https://www.mdpi.com/2078-2489/13/8/395/pdf?version=1661327007","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:arts.units.it:11368/3120409","doi":null,"is_oa":true,"landing_page_url":"https://www.mdpi.com/2078-2489/13/8/395","pdf_url":"https://arts.units.it/bitstream/11368/3120409/1/information-13-00395.pdf","source":{"id":"https://openalex.org/S4306400480","display_name":"ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I142444530","host_organization_name":"University of Trieste","host_organization_lineage":["https://openalex.org/I142444530"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arpi.unipi.it:11568/1150519","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/11568/1150519","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:ed16d00698934ead83a7f8dcbaf81852","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/ed16d00698934ead83a7f8dcbaf81852","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 13, Iss 8, p 395 (2022)","raw_type":"article"},{"id":"pmh:oai:zenodo.org:7014376","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/7014376","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information 13(8) 14","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/info13080395","doi":"https://doi.org/10.3390/info13080395","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13080395","pdf_url":"https://www.mdpi.com/2078-2489/13/8/395/pdf?version=1661327007","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G3337113076","display_name":"A flagship for B5G/6G vision and intelligent fabric of technology enablers connecting human, physical, and digital worlds","funder_award_id":"101015956","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292653773.pdf","grobid_xml":"https://content.openalex.org/works/W4292653773.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2079325629","https://openalex.org/W2804211303","https://openalex.org/W2885633253","https://openalex.org/W2909962776","https://openalex.org/W2910166370","https://openalex.org/W2963333146","https://openalex.org/W2981731882","https://openalex.org/W3004348324","https://openalex.org/W3033986201","https://openalex.org/W3091180885","https://openalex.org/W3092506564","https://openalex.org/W3125651748","https://openalex.org/W3133434317","https://openalex.org/W3174210906","https://openalex.org/W3189261151","https://openalex.org/W3207654079","https://openalex.org/W4205622321","https://openalex.org/W4226319958","https://openalex.org/W4293347245","https://openalex.org/W4295767818","https://openalex.org/W4295767905"],"related_works":["https://openalex.org/W4385431427","https://openalex.org/W4396877878","https://openalex.org/W4378776033","https://openalex.org/W7037721137","https://openalex.org/W4389485546","https://openalex.org/W4391770531","https://openalex.org/W2983971617","https://openalex.org/W3043040891","https://openalex.org/W4313130987","https://openalex.org/W6980896526"],"abstract_inverted_index":{"This":[0],"article":[1,138],"presents":[2],"the":[3,30,37,53,64,71,80,100,115,137,161,199],"concept":[4],"of":[5,9,39,48,66,79,108,143,175,190,198,210,215,217,227],"federated":[6],"learning":[7],"(FL)":[8],"eXplainable":[10],"Artificial":[11],"Intelligence":[12],"(XAI)":[13],"models":[14,177],"as":[15,52,183],"an":[16],"enabling":[17],"technology":[18],"in":[19,63,123,206],"advanced":[20],"5G":[21],"towards":[22],"6G":[23,145],"systems":[24],"and":[25,106,111,132,193,224,233],"discusses":[26],"its":[27],"applicability":[28],"to":[29,159,180],"automated":[31],"vehicle":[32],"networking":[33],"use":[34,146],"case.":[35],"Although":[36],"FL":[38,103,174],"neural":[40],"networks":[41],"has":[42,57],"been":[43,60],"widely":[44],"investigated":[45],"exploiting":[46],"variants":[47],"stochastic":[49],"gradient":[50],"descent":[51],"optimization":[54],"method,":[55],"it":[56],"not":[58],"yet":[59],"adequately":[61],"studied":[62],"context":[65],"inherently":[67],"explainable":[68],"models.":[69],"On":[70,99],"one":[72],"side,":[73,102],"XAI":[74,176],"permits":[75],"improving":[76],"user":[77,112],"experience":[78,218],"offered":[81],"communication":[82,194],"services":[83],"by":[84],"helping":[85],"end":[86],"users":[87,232],"trust":[88],"(by":[89],"design)":[90],"that":[91],"in-network":[92],"AI":[93],"functionality":[94],"issues":[95],"appropriate":[96],"action":[97],"recommendations.":[98],"other":[101],"ensures":[104],"security":[105,223],"privacy":[107],"both":[109],"vehicular":[110],"data":[113,170,228],"across":[114],"whole":[116],"system.":[117],"These":[118],"desiderata":[119],"are":[120],"often":[121],"ignored":[122],"existing":[124],"AI-based":[125],"solutions":[126],"for":[127,186],"wireless":[128],"network":[129],"planning,":[130],"design":[131],"operation.":[133],"In":[134],"this":[135],"perspective,":[136],"provides":[139],"a":[140,149,157,184,207],"detailed":[141],"description":[142],"relevant":[144],"cases,":[147],"with":[148,222],"focus":[150],"on":[151,168],"vehicle-to-everything":[152],"(V2X)":[153],"environments:":[154],"we":[155],"describe":[156],"framework":[158],"evaluate":[160],"proposed":[162,200],"approach":[163,201],"involving":[164],"online":[165],"training":[166],"based":[167],"real":[169],"from":[171,229],"live":[172],"networks.":[173],"is":[178],"expected":[179],"bring":[181],"benefits":[182],"methodology":[185],"achieving":[187],"seamless":[188],"availability":[189],"decentralized,":[191],"lightweight":[192],"efficient":[195],"intelligence.":[196],"Impacts":[197],"(including":[202],"standardization":[203],"perspectives)":[204],"consist":[205],"better":[208],"trustworthiness":[209],"operations,":[211],"e.g.,":[212],"via":[213],"explainability":[214],"quality":[216],"(QoE)":[219],"predictions,":[220],"along":[221],"privacy-preserving":[225],"management":[226],"sensors,":[230],"terminals,":[231],"applications.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":19},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":29},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":1}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2022-08-22T00:00:00"}
