{"id":"https://openalex.org/W3042384642","doi":"https://doi.org/10.3233/ia-200054","title":"Prioritized multi-criteria federated learning","display_name":"Prioritized multi-criteria federated learning","publication_year":2021,"publication_date":"2021-01-11","ids":{"openalex":"https://openalex.org/W3042384642","doi":"https://doi.org/10.3233/ia-200054","mag":"3042384642"},"language":"en","primary_location":{"id":"doi:10.3233/ia-200054","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ia-200054","pdf_url":null,"source":{"id":"https://openalex.org/S207922018","display_name":"Intelligenza Artificiale","issn_l":"1724-8035","issn":["1724-8035","2211-0097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligenza Artificiale","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.08893","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072475963","display_name":"Vito Walter Anelli","orcid":"https://orcid.org/0000-0002-5567-4307"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vito Walter Anelli","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009954943","display_name":"Yashar Deldjoo","orcid":"https://orcid.org/0000-0002-6767-358X"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Yashar Deldjoo","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034668928","display_name":"Tommaso Di Noia","orcid":"https://orcid.org/0000-0002-0939-5462"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Tommaso Di Noia","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088946359","display_name":"Antonio Ferrara","orcid":"https://orcid.org/0000-0002-1921-8304"},"institutions":[{"id":"https://openalex.org/I68618741","display_name":"Polytechnic University of Bari","ror":"https://ror.org/03c44v465","country_code":"IT","type":"education","lineage":["https://openalex.org/I68618741"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Antonio Ferrara","raw_affiliation_strings":["Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione, Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]},{"raw_affiliation_string":"Dipartimento di Ingegneria Elettrica e dell\u2019Informazione - Politecnico di Bari, Bari, Italy","institution_ids":["https://openalex.org/I68618741"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5088946359"],"corresponding_institution_ids":["https://openalex.org/I68618741"],"apc_list":null,"apc_paid":null,"fwci":0.14110358,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5011694,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":"2","first_page":"183","last_page":"200"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9847000241279602,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9520999789237976,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.811954140663147},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5952639579772949},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.5114768743515015},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.46824514865875244},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.459168016910553},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.4562183618545532},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.4329933822154999},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.43249940872192383},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.43196696043014526},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.430372953414917},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.42842069268226624},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.377591997385025},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34485703706741333},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3386843800544739}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811954140663147},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5952639579772949},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.5114768743515015},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.46824514865875244},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.459168016910553},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.4562183618545532},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.4329933822154999},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.43249940872192383},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.43196696043014526},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.430372953414917},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.42842069268226624},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.377591997385025},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34485703706741333},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3386843800544739},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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":4,"locations":[{"id":"doi:10.3233/ia-200054","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ia-200054","pdf_url":null,"source":{"id":"https://openalex.org/S207922018","display_name":"Intelligenza Artificiale","issn_l":"1724-8035","issn":["1724-8035","2211-0097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligenza Artificiale","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2007.08893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.08893","pdf_url":"https://arxiv.org/pdf/2007.08893","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3042384642","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2007.08893.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2007.08893","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.08893","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.08893","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.08893","pdf_url":"https://arxiv.org/pdf/2007.08893","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3042384642.pdf","grobid_xml":"https://content.openalex.org/works/W3042384642.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W32692342","https://openalex.org/W1834627138","https://openalex.org/W2027595342","https://openalex.org/W2031533839","https://openalex.org/W2033810643","https://openalex.org/W2036234778","https://openalex.org/W2038099003","https://openalex.org/W2060907774","https://openalex.org/W2076428443","https://openalex.org/W2088492763","https://openalex.org/W2112796928","https://openalex.org/W2114206706","https://openalex.org/W2116612304","https://openalex.org/W2156001253","https://openalex.org/W2504728013","https://openalex.org/W2530417694","https://openalex.org/W2535838896","https://openalex.org/W2541884796","https://openalex.org/W2567481001","https://openalex.org/W2587006126","https://openalex.org/W2730273883","https://openalex.org/W2781091734","https://openalex.org/W2807006176","https://openalex.org/W2810065831","https://openalex.org/W2900120080","https://openalex.org/W2902113386","https://openalex.org/W2904760378","https://openalex.org/W2912213068","https://openalex.org/W2914328083","https://openalex.org/W2934079379","https://openalex.org/W2940527161","https://openalex.org/W2943927551","https://openalex.org/W2967480871","https://openalex.org/W2989774918","https://openalex.org/W2996736801","https://openalex.org/W2997826898","https://openalex.org/W3001299093","https://openalex.org/W3002914557","https://openalex.org/W3007345209","https://openalex.org/W3008187686","https://openalex.org/W3009543607","https://openalex.org/W3026415064","https://openalex.org/W3038028469","https://openalex.org/W3099942019","https://openalex.org/W4205228770","https://openalex.org/W4294106961","https://openalex.org/W6600140940","https://openalex.org/W6600238479","https://openalex.org/W6601009451","https://openalex.org/W6601349806","https://openalex.org/W6762139531"],"related_works":["https://openalex.org/W3118282110","https://openalex.org/W3106653625","https://openalex.org/W3173458168","https://openalex.org/W3049522067","https://openalex.org/W3010968654","https://openalex.org/W3115608547","https://openalex.org/W3197141964","https://openalex.org/W3212579583","https://openalex.org/W3199484676","https://openalex.org/W3114655672","https://openalex.org/W2755321362","https://openalex.org/W2887006868","https://openalex.org/W2138032942","https://openalex.org/W2645012044","https://openalex.org/W2746031699","https://openalex.org/W1585463196","https://openalex.org/W3043020655","https://openalex.org/W2974683352","https://openalex.org/W2512392859","https://openalex.org/W3012297722"],"abstract_inverted_index":{"In":[0,116,195],"Machine":[1],"Learning":[2,123],"scenarios,":[3],"privacy":[4],"is":[5,52,155],"a":[6,22,26,29,33,44,98,130,142,159,168,183,221,234,245,252],"crucial":[7,218],"concern":[8],"when":[9],"models":[10,135],"have":[11],"to":[12,78,118,132,157,181,190,247,276],"be":[13],"trained":[14],"with":[15,97],"private":[16,80,138,165],"data":[17,55,81,149],"coming":[18],"from":[19],"users":[20,73,105,154],"of":[21,145,153,213,236,254,271],"service,":[23,32],"such":[24,69,82],"as":[25,70,83,129],"recommender":[27],"system,":[28],"location-based":[30],"mobile":[31,34],"phone":[35],"text":[36,88],"messaging":[37],"service":[38,259],"providing":[39],"next":[40],"word":[41],"prediction,":[42],"or":[43,92],"face":[45],"image":[46],"classification":[47],"system.":[48],"The":[49],"main":[50],"issue":[51],"that,":[53],"often,":[54],"are":[56,75],"collected,":[57],"transferred,":[58],"and":[59,114,178],"processed":[60],"by":[61,176,203,257],"third":[62,99],"parties.":[63],"These":[64],"transactions":[65],"violate":[66],"new":[67],"regulations,":[68],"GDPR.":[71],"Furthermore,":[72],"usually":[74],"not":[76],"willing":[77],"share":[79],"their":[84,112,164],"visited":[85],"locations,":[86],"the":[87,93,102,188,200,206,210,241,258,269,272],"messages":[89],"they":[90,95],"wrote,":[91],"photo":[94],"took":[96],"party.":[100],"On":[101],"other":[103],"hand,":[104],"appreciate":[106],"services":[107],"that":[108,230,239],"work":[109],"based":[110,136,250],"on":[111,137,163,251,263],"behaviors":[113],"preferences.":[115],"order":[117],"address":[119],"these":[120],"issues,":[121],"Federated":[122],"(FL)":[124],"has":[125],"been":[126],"recently":[127],"proposed":[128,273],"means":[131],"build":[133],"ML":[134],"datasets":[139,267],"distributed":[140],"over":[141],"large":[143],"number":[144],"clients,":[146],"while":[147,167],"preventing":[148],"leakage.":[150],"A":[151],"federation":[152],"asked":[156],"train":[158],"same":[160],"global":[161,185,223],"model":[162],"data,":[166],"central":[169],"coordinating":[170],"server":[171],"receives":[172],"locally":[173],"computed":[174],"updates":[175],"clients":[177],"aggregate":[179],"them":[180],"obtain":[182],"better":[184],"model,":[186],"without":[187],"need":[189],"use":[191],"clients\u2019":[192],"actual":[193],"data.":[194],"this":[196],"work,":[197],"we":[198,216,226],"extend":[199],"FL":[201,278],"approach":[202,229,274],"pushing":[204],"forward":[205],"state-of-the-art":[207],"approaches":[208],"in":[209],"aggregation":[211],"step":[212],"FL,":[214],"which":[215],"deem":[217],"for":[219,243],"building":[220],"high-quality":[222],"model.":[224],"Specifically,":[225],"propose":[227],"an":[228],"takes":[231],"into":[232],"account":[233],"suite":[235],"client-specific":[237],"criteria":[238,255],"constitute":[240],"basis":[242],"assigning":[244],"score":[246],"each":[248],"client":[249],"priority":[253],"defined":[256],"provider.":[260],"Extensive":[261],"experiments":[262],"two":[264],"publicly":[265],"available":[266],"indicate":[268],"merits":[270],"compared":[275],"standard":[277],"baseline.":[279]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
