{"id":"https://openalex.org/W4389724934","doi":"https://doi.org/10.1109/clei60451.2023.10346147","title":"An Approach Based on Fuzzy Cognitive Maps with Federated Learning to Predict Severity in Viral Diseases","display_name":"An Approach Based on Fuzzy Cognitive Maps with Federated Learning to Predict Severity in Viral Diseases","publication_year":2023,"publication_date":"2023-10-16","ids":{"openalex":"https://openalex.org/W4389724934","doi":"https://doi.org/10.1109/clei60451.2023.10346147"},"language":"en","primary_location":{"id":"doi:10.1109/clei60451.2023.10346147","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/clei60451.2023.10346147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 XLIX Latin American Computer Conference (CLEI)","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/A5093489244","display_name":"Camilo Garatejo","orcid":null},"institutions":[{"id":"https://openalex.org/I862322245","display_name":"Universidad EAFIT","ror":"https://ror.org/03y3y9v44","country_code":"CO","type":"education","lineage":["https://openalex.org/I862322245"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Camilo Garatejo","raw_affiliation_strings":["Universidad EAFIT,GIDITIC,Medellin,Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad EAFIT,GIDITIC,Medellin,Colombia","institution_ids":["https://openalex.org/I862322245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061248978","display_name":"William Hoyos","orcid":"https://orcid.org/0000-0002-9165-8208"},"institutions":[{"id":"https://openalex.org/I862322245","display_name":"Universidad EAFIT","ror":"https://ror.org/03y3y9v44","country_code":"CO","type":"education","lineage":["https://openalex.org/I862322245"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"William Hoyos","raw_affiliation_strings":["Universidad EAFIT,GIDITIC,Medellin,Colombia"],"affiliations":[{"raw_affiliation_string":"Universidad EAFIT,GIDITIC,Medellin,Colombia","institution_ids":["https://openalex.org/I862322245"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042045106","display_name":"Jos\u00e9 Aguilar","orcid":"https://orcid.org/0000-0003-4194-6882"},"institutions":[{"id":"https://openalex.org/I203303854","display_name":"University of the Andes","ror":"https://ror.org/02h1b1x27","country_code":"VE","type":"education","lineage":["https://openalex.org/I203303854"]}],"countries":["VE"],"is_corresponding":false,"raw_author_name":"Jose Aguilar","raw_affiliation_strings":["Universidad de Los Andes,CEMISID,Mérida,Venezuela"],"affiliations":[{"raw_affiliation_string":"Universidad de Los Andes,CEMISID,Mérida,Venezuela","institution_ids":["https://openalex.org/I203303854"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5093489244"],"corresponding_institution_ids":["https://openalex.org/I862322245"],"apc_list":null,"apc_paid":null,"fwci":0.3484,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67338801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9929999709129333,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9929999709129333,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9082000255584717,"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/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.8315802812576294},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6208400726318359},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5704472661018372},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.511842668056488},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46986067295074463},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4189158082008362},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.2771146297454834},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13271617889404297},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12375539541244507},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.09314119815826416}],"concepts":[{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.8315802812576294},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6208400726318359},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5704472661018372},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.511842668056488},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46986067295074463},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4189158082008362},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2771146297454834},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13271617889404297},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12375539541244507},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.09314119815826416}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/clei60451.2023.10346147","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/clei60451.2023.10346147","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 XLIX Latin American Computer Conference (CLEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Viral":[0],"diseases":[1,34,49,151],"such":[2,50,152],"as":[3,51,153],"dengue":[4,84,117,154],"and":[5,16,24,43,53,66,85,96,106,110,118,121,130,155],"COVID-19":[6,119],"constitute":[7],"a":[8],"public":[9],"health":[10],"problem":[11],"due":[12],"to":[13,64,99],"high":[14],"morbidity":[15],"mortality":[17],"rates":[18],"when":[19],"diagnosis":[20,148],"is":[21],"not":[22],"rapid":[23],"appropriate.":[25],"The":[26,55,87,112,133],"difficulties":[27],"in":[28,36,83,127,139],"the":[29,37,40,44,101,122,136,147],"diagnostic":[30],"process":[31],"of":[32,39,57,135,149],"these":[33],"lie":[35],"variability":[38],"clinical":[41,141],"manifestations":[42],"similarity":[45],"with":[46],"other":[47],"viral":[48,150],"Zika":[52],"chikungunya.":[54],"implementation":[56,134],"computer-aided":[58],"approaches":[59],"can":[60],"support":[61,65,78],"medical":[62,76],"professionals":[63],"improve":[67],"decision":[68,77],"making.":[69],"In":[70],"this":[71],"article,":[72],"we":[73],"propose":[74],"two":[75],"systems":[79,89,138],"for":[80,94,146],"severity":[81,129],"prediction":[82,95],"COVID-19.":[86,156],"proposed":[88,137],"use":[90],"fuzzy":[91],"cognitive":[92],"maps":[93],"federated":[97],"learning":[98],"increase":[100],"feature":[102],"space,":[103],"sample":[104],"size,":[105],"ensure":[107],"data":[108],"privacy":[109],"security.":[111],"models":[113],"were":[114],"evaluated":[115],"using":[116],"datasets,":[120],"results":[123],"showed":[124],"good":[125],"performance":[126],"predicting":[128],"classifying":[131],"patients.":[132],"real":[140],"settings":[142],"would":[143],"be":[144],"useful":[145]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-27T16:54:17.756197","created_date":"2025-10-10T00:00:00"}