{"id":"https://openalex.org/W4392905294","doi":"https://doi.org/10.1109/ccnc51664.2024.10454641","title":"FedRx: Federated Distillation-Based Solution for Preventing Hospitals Overcrowding During Seasonal Diseases Using MEC","display_name":"FedRx: Federated Distillation-Based Solution for Preventing Hospitals Overcrowding During Seasonal Diseases Using MEC","publication_year":2024,"publication_date":"2024-01-06","ids":{"openalex":"https://openalex.org/W4392905294","doi":"https://doi.org/10.1109/ccnc51664.2024.10454641"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc51664.2024.10454641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-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/A5022121594","display_name":"Yesin Sahraoui","orcid":"https://orcid.org/0000-0001-5555-1393"},"institutions":[{"id":"https://openalex.org/I3133097027","display_name":"Higher National Veterinary School","ror":"https://ror.org/02jk75847","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3133097027"]},{"id":"https://openalex.org/I4387154306","display_name":"National Higher School of Artificial Intelligence","ror":"https://ror.org/02pe71j59","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154306"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Yesin Sahraoui","raw_affiliation_strings":["National Higher School of Artificial Intelligence,Algiers,Algeria","National Higher School of Artificial Intelligence, Algiers, Algeria"],"affiliations":[{"raw_affiliation_string":"National Higher School of Artificial Intelligence,Algiers,Algeria","institution_ids":["https://openalex.org/I3133097027","https://openalex.org/I4387154306"]},{"raw_affiliation_string":"National Higher School of Artificial Intelligence, Algiers, Algeria","institution_ids":["https://openalex.org/I3133097027","https://openalex.org/I4387154306"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091140244","display_name":"Chaker Abdelaziz Kerrache","orcid":"https://orcid.org/0000-0001-9990-519X"},"institutions":[{"id":"https://openalex.org/I50219554","display_name":"University of Laghouat","ror":"https://ror.org/018bbh535","country_code":"DZ","type":"education","lineage":["https://openalex.org/I50219554"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Chaker Abdelaziz Kerrache","raw_affiliation_strings":["Universit&#x00E9; Amar Telidji de Laghouat,Laboratoire d&#x0027;Informatique et de Mathematiques,Algeria"],"affiliations":[{"raw_affiliation_string":"Universit&#x00E9; Amar Telidji de Laghouat,Laboratoire d&#x0027;Informatique et de Mathematiques,Algeria","institution_ids":["https://openalex.org/I50219554"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066242048","display_name":"Carlos T. Calafate","orcid":"https://orcid.org/0000-0001-5729-3041"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos T. Calafate","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,Computer Engineering Department (DISCA),Valencia,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,Computer Engineering Department (DISCA),Valencia,Spain","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043546527","display_name":"Pietro Manzoni","orcid":"https://orcid.org/0000-0003-3753-0403"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pietro Manzoni","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,Computer Engineering Department (DISCA),Valencia,Spain"],"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Val&#x00E8;ncia,Computer Engineering Department (DISCA),Valencia,Spain","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5022121594"],"corresponding_institution_ids":["https://openalex.org/I3133097027","https://openalex.org/I4387154306"],"apc_list":null,"apc_paid":null,"fwci":5.1055,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.95283588,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"558","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.954800009727478,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overcrowding","display_name":"Overcrowding","score":0.9047361612319946},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5528653264045715},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5482159852981567},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0892258882522583},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.0658693015575409},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06233870983123779}],"concepts":[{"id":"https://openalex.org/C2778872837","wikidata":"https://www.wikidata.org/wiki/Q7113614","display_name":"Overcrowding","level":2,"score":0.9047361612319946},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5528653264045715},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5482159852981567},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0892258882522583},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0658693015575409},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06233870983123779},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc51664.2024.10454641","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc51664.2024.10454641","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 21st Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.47999998927116394,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2294370754","https://openalex.org/W2902287545","https://openalex.org/W2970885630","https://openalex.org/W3018464563","https://openalex.org/W3111512201","https://openalex.org/W3122794187","https://openalex.org/W3163421814","https://openalex.org/W3191019309","https://openalex.org/W4200390322","https://openalex.org/W4220803748","https://openalex.org/W4283396825","https://openalex.org/W4285678542","https://openalex.org/W4306953471","https://openalex.org/W4320029418","https://openalex.org/W6756732929"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4321054264","https://openalex.org/W2416482338","https://openalex.org/W64066771","https://openalex.org/W4399672917","https://openalex.org/W2612079702","https://openalex.org/W1538085484","https://openalex.org/W4285209920"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"the":[3,12,17,24,35,49,88,110,151],"rapid":[4,13],"progress":[5],"of":[6,19,37,52,87,112,122],"Artificial":[7],"Intelligence":[8],"(AI)":[9],"coupled":[10],"with":[11],"connectivity":[14],"offered":[15],"by":[16,90],"Internet":[18,111],"Things":[20],"(IoT)":[21],"has":[22],"paved":[23],"way":[25],"for":[26,34,81,154],"a":[27,63,94,120],"transformative":[28],"framework":[29],"that":[30,66],"holds":[31],"immense":[32],"potential":[33],"implementation":[36],"novel":[38],"and":[39,42,130,140,149],"groundbreaking":[40],"ideas,":[41],"to":[43,47,77,127,135],"provide":[44],"innovative":[45],"solutions":[46],"enhance":[48],"daily":[50],"life":[51],"people,":[53],"especially":[54,69],"in":[55,103,138,156],"healthcare":[56],"domain.":[57],"However,":[58],"patient":[59],"overcrowding":[60,137],"remains":[61],"as":[62,74,119],"glaring":[64],"issue":[65],"plagues":[67],"hospitals,":[68],"during":[70],"seasonal":[71],"diseases":[72],"such":[73],"influenza,":[75],"leading":[76],"extended":[78],"waiting":[79],"periods":[80],"numerous":[82],"patients,":[83],"or":[84],"dropping":[85],"out":[86],"queue":[89],"others.":[91],"Therefore,":[92],"FedRx,":[93],"new":[95],"privacy-preserving":[96],"Federated":[97],"Distillation":[98],"(FD)":[99],"approach,":[100],"is":[101],"proposed":[102],"this":[104],"paper.":[105],"Such":[106],"approach":[107],"relies":[108],"on":[109],"Vehicles":[113],"(IoV),":[114],"where":[115],"each":[116],"vehicle":[117],"acts":[118],"form":[121],"Mobile":[123],"Edge":[124],"Computing":[125],"(MEC)":[126],"sense":[128],"disease":[129],"generate":[131],"digital":[132],"medical":[133],"prescriptions":[134],"avoid":[136],"hospitals":[139],"pharmacies,":[141],"while":[142],"also":[143],"reducing":[144],"network":[145],"burdens,":[146],"improving":[147],"sustainability,":[148],"enhancing":[150],"quality-of-life":[152],"factors":[153],"people":[155],"smart":[157],"cities.":[158]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
