{"id":"https://openalex.org/W4387197177","doi":"https://doi.org/10.1109/tmc.2023.3320862","title":"Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems","display_name":"Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems","publication_year":2023,"publication_date":"2023-09-29","ids":{"openalex":"https://openalex.org/W4387197177","doi":"https://doi.org/10.1109/tmc.2023.3320862"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2023.3320862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3320862","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://bird.bcamath.org/bitstream/20.500.11824/1712/1/Decentralized_Federated_Learning_IEEE_Transactions_on_Mobile_Computing.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090162121","display_name":"Saleh Baghersalimi","orcid":"https://orcid.org/0000-0002-7440-6340"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Saleh Baghersalimi","raw_affiliation_strings":["Institute of Electrical Engineering, Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-7440-6340","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028757448","display_name":"Tom\u00e1s Teijeiro","orcid":"https://orcid.org/0000-0002-2175-7382"},"institutions":[{"id":"https://openalex.org/I2802176441","display_name":"Basque Center for Applied Mathematics","ror":"https://ror.org/03b21sh32","country_code":"ES","type":"education","lineage":["https://openalex.org/I2802176441"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Tomas Teijeiro","raw_affiliation_strings":["Basque Center for Applied Mathematics (BCAM), Bilbao, Spain"],"raw_orcid":"https://orcid.org/0000-0002-2175-7382","affiliations":[{"raw_affiliation_string":"Basque Center for Applied Mathematics (BCAM), Bilbao, Spain","institution_ids":["https://openalex.org/I2802176441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024972825","display_name":"Amir Aminifar","orcid":"https://orcid.org/0000-0002-1673-4733"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Amir Aminifar","raw_affiliation_strings":["Department of Electrical and Information Technology, Lund University, Lund, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-1673-4733","affiliations":[{"raw_affiliation_string":"Department of Electrical and Information Technology, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074236306","display_name":"David Atienza","orcid":"https://orcid.org/0000-0001-9536-4947"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"David Atienza","raw_affiliation_strings":["Institute of Electrical Engineering, Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-9536-4947","affiliations":[{"raw_affiliation_string":"Institute of Electrical Engineering, Swiss Federal Institute of Technology Lausanne (EPFL), Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9757,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.96317651,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"23","issue":"5","first_page":"6392","last_page":"6407"},"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/T13553","display_name":"Age of Information Optimization","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.965499997138977,"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/computer-science","display_name":"Computer science","score":0.8273512125015259},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6274410486221313},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6045243144035339},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4816683530807495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4696862995624542},{"id":"https://openalex.org/keywords/independent-and-identically-distributed-random-variables","display_name":"Independent and identically distributed random variables","score":0.4567289650440216},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34390294551849365},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.16139134764671326}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8273512125015259},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6274410486221313},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6045243144035339},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4816683530807495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4696862995624542},{"id":"https://openalex.org/C141513077","wikidata":"https://www.wikidata.org/wiki/Q378542","display_name":"Independent and identically distributed random variables","level":3,"score":0.4567289650440216},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34390294551849365},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.16139134764671326},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tmc.2023.3320862","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2023.3320862","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:bird.bcamath.org:20.500.11824/1712","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11824/1712","pdf_url":"https://bird.bcamath.org/bitstream/20.500.11824/1712/1/Decentralized_Federated_Learning_IEEE_Transactions_on_Mobile_Computing.pdf","source":{"id":"https://openalex.org/S4306401608","display_name":"BIRD (Basque Center for Applied Mathematics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802176441","host_organization_name":"Basque Center for Applied Mathematics","host_organization_lineage":["https://openalex.org/I2802176441"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:infoscience.epfl.ch:305451","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/201120","pdf_url":"https://infoscience.epfl.ch/bitstreams/a903b86d-dc1f-495a-bf8d-09919ba6dc0b/download","source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"research article"},{"id":"pmh:oai:lup.lub.lu.se:dfa00e67-b9b4-475c-b673-0f7467c02374","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/dfa00e67-b9b4-475c-b673-0f7467c02374","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1536-1233","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:bird.bcamath.org:20.500.11824/1712","is_oa":true,"landing_page_url":"http://hdl.handle.net/20.500.11824/1712","pdf_url":"https://bird.bcamath.org/bitstream/20.500.11824/1712/1/Decentralized_Federated_Learning_IEEE_Transactions_on_Mobile_Computing.pdf","source":{"id":"https://openalex.org/S4306401608","display_name":"BIRD (Basque Center for Applied Mathematics)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802176441","host_organization_name":"Basque Center for Applied Mathematics","host_organization_lineage":["https://openalex.org/I2802176441"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387197177.pdf","grobid_xml":"https://content.openalex.org/works/W4387197177.grobid-xml"},"referenced_works_count":92,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1821462560","https://openalex.org/W1989238852","https://openalex.org/W2030925257","https://openalex.org/W2046715305","https://openalex.org/W2049357466","https://openalex.org/W2053153607","https://openalex.org/W2072916763","https://openalex.org/W2095409369","https://openalex.org/W2131979832","https://openalex.org/W2134797427","https://openalex.org/W2149649894","https://openalex.org/W2156480002","https://openalex.org/W2167945408","https://openalex.org/W2169382889","https://openalex.org/W2170302841","https://openalex.org/W2194430144","https://openalex.org/W2294370754","https://openalex.org/W2315122457","https://openalex.org/W2316469882","https://openalex.org/W2498672755","https://openalex.org/W2517452023","https://openalex.org/W2524982237","https://openalex.org/W2549100242","https://openalex.org/W2578533030","https://openalex.org/W2617451774","https://openalex.org/W2619813646","https://openalex.org/W2760882705","https://openalex.org/W2762473351","https://openalex.org/W2799582985","https://openalex.org/W2800416849","https://openalex.org/W2894170005","https://openalex.org/W2898734263","https://openalex.org/W2899422709","https://openalex.org/W2903890850","https://openalex.org/W2910683885","https://openalex.org/W2912213068","https://openalex.org/W2945968413","https://openalex.org/W2946485102","https://openalex.org/W2949908569","https://openalex.org/W2955213239","https://openalex.org/W2962984603","https://openalex.org/W2963179579","https://openalex.org/W2963290013","https://openalex.org/W2963534679","https://openalex.org/W2967667092","https://openalex.org/W2972570881","https://openalex.org/W2984744746","https://openalex.org/W2991673033","https://openalex.org/W3003849273","https://openalex.org/W3004495293","https://openalex.org/W3006555759","https://openalex.org/W3007289630","https://openalex.org/W3015504841","https://openalex.org/W3025029677","https://openalex.org/W3035453001","https://openalex.org/W3107566041","https://openalex.org/W3116402990","https://openalex.org/W3161501971","https://openalex.org/W3181884145","https://openalex.org/W3212066104","https://openalex.org/W4205335850","https://openalex.org/W4231985499","https://openalex.org/W4287660544","https://openalex.org/W4288110237","https://openalex.org/W4289147263","https://openalex.org/W4289599211","https://openalex.org/W4297775537","https://openalex.org/W4312557211","https://openalex.org/W4312600254","https://openalex.org/W4313192747","https://openalex.org/W6631190155","https://openalex.org/W6638523607","https://openalex.org/W6679909955","https://openalex.org/W6685069996","https://openalex.org/W6723019446","https://openalex.org/W6728532308","https://openalex.org/W6728757088","https://openalex.org/W6737664043","https://openalex.org/W6748082341","https://openalex.org/W6752191696","https://openalex.org/W6754143808","https://openalex.org/W6755251367","https://openalex.org/W6756436328","https://openalex.org/W6763048141","https://openalex.org/W6765541894","https://openalex.org/W6767676916","https://openalex.org/W6768020840","https://openalex.org/W6773817997","https://openalex.org/W6780224944","https://openalex.org/W6841758217","https://openalex.org/W6850563962"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"In":[0],"healthcare,":[1],"data":[2,8,30,98],"privacy":[3],"of":[4,76,142,154,184,191],"patients":[5],"regulations":[6],"prohibits":[7],"from":[9,19,42,159],"being":[10,20],"moved":[11],"outside":[12],"the":[13,54,57,70,91,96,107,135,140,151,166,176,181,189],"hospital,":[14],"preventing":[15],"international":[16],"medical":[17],"datasets":[18],"centralized":[21,92],"for":[22,146],"AI":[23],"training.":[24],"Federated":[25],"learning":[26,93,121,132],"(FL)":[27],"is":[28,150],"a":[29,35,48,66,74,112,123,143],"privacy-focused":[31],"method":[32],"that":[33,149],"trains":[34],"global":[36,67],"model":[37,145],"by":[38],"aggregating":[39],"local":[40,58,155],"models":[41,59,79,156,158],"hospitals.":[43,108,162],"Existing":[44],"FL":[45,82,114],"techniques":[46],"adopt":[47],"central":[49],"server-based":[50],"network":[51],"topology,":[52],"where":[53],"server":[55,71],"assembles":[56],"trained":[60,80,89],"in":[61,81,90,106,134,169],"each":[62,147,170],"hospital":[63,148],"to":[64,139,179],"create":[65],"model.":[68],"However,":[69],"could":[72],"be":[73],"point":[75],"failure,":[77],"and":[78,102,122,157,200],"usually":[83],"have":[84],"worse":[85],"performance":[86,190],"than":[87],"those":[88],"manner":[94],"when":[95],"patient's":[97],"are":[99,204],"not":[100],"independent":[101],"identically":[103],"distributed":[104],"(Non-IID)":[105],"This":[109,163],"paper":[110],"presents":[111],"decentralized":[113],"framework,":[115],"including":[116],"training":[117,136],"with":[118],"adaptive":[119,130],"ensemble":[120,131],"deployment":[124,173],"phase":[125,137,174],"using":[126,198],"knowledge":[127],"distillation.":[128],"The":[129,172],"step":[133,164],"leads":[138],"acquisition":[141],"specific":[144],"optimal":[152],"combination":[153],"other":[160],"available":[161],"solves":[165],"non-IID":[167],"challenges":[168],"hospital.":[171],"adjusts":[175],"model's":[177],"complexity":[178],"meet":[180],"resource":[182],"constraints":[183],"wearable":[185],"systems.":[186],"We":[187],"evaluated":[188],"our":[192],"approach":[193],"on":[194],"edge":[195],"computing":[196],"platforms":[197],"EPILEPSIAE":[199],"TUSZ":[201],"databases,":[202],"which":[203],"public":[205],"epilepsy":[206],"datasets.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":14}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
