{"id":"https://openalex.org/W3121125578","doi":"https://doi.org/10.1109/jbhi.2021.3052134","title":"Machine Learning Model for Computational Tracking and Forecasting the COVID-19 Dynamic Propagation","display_name":"Machine Learning Model for Computational Tracking and Forecasting the COVID-19 Dynamic Propagation","publication_year":2021,"publication_date":"2021-01-15","ids":{"openalex":"https://openalex.org/W3121125578","doi":"https://doi.org/10.1109/jbhi.2021.3052134","mag":"3121125578","pmid":"https://pubmed.ncbi.nlm.nih.gov/33449891"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2021.3052134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3052134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9371311/09325530.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/9371311/09325530.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Daiana Caroline dos Santos Gomes","orcid":"https://orcid.org/0000-0002-4424-618X"},"institutions":[{"id":"https://openalex.org/I47327664","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951","country_code":"BR","type":"education","lineage":["https://openalex.org/I47327664"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Daiana Caroline dos Santos Gomes","raw_affiliation_strings":["Master and Doctorate Program in Electrical Engineering, Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-4424-618X","affiliations":[{"raw_affiliation_string":"Master and Doctorate Program in Electrical Engineering, Federal University of Maranh\u00e3o, S\u00e3o Lu\u00eds, Brazil","institution_ids":["https://openalex.org/I47327664"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113049789","display_name":"Ginalber Luiz de Oliveira Serra","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147816","display_name":"Instituto Federal do Maranh\u00e3o","ror":"https://ror.org/05rm1p636","country_code":"BR","type":"education","lineage":["https://openalex.org/I4210147816"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ginalber Luiz de Oliveira Serra","raw_affiliation_strings":["Department of Eletroeletronic, Federal Institute of Education, Science, and Technology of Maranh\u00e3o, S\u00e3o Lu\u00eds, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8667-4959","affiliations":[{"raw_affiliation_string":"Department of Eletroeletronic, Federal Institute of Education, Science, and Technology of Maranh\u00e3o, S\u00e3o Lu\u00eds, Brazil","institution_ids":["https://openalex.org/I4210147816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.6155,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97624854,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"25","issue":"3","first_page":"615","last_page":"622"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9793000221252441,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9592000246047974,"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":0.6796960830688477},{"id":"https://openalex.org/keywords/unobservable","display_name":"Unobservable","score":0.6514315009117126},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5976296663284302},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5601440668106079},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.52863609790802},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5234769582748413},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.48957547545433044},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43533599376678467},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.430078387260437},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4167908728122711},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1697176992893219},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.1277303695678711}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6796960830688477},{"id":"https://openalex.org/C2780695315","wikidata":"https://www.wikidata.org/wiki/Q3799040","display_name":"Unobservable","level":2,"score":0.6514315009117126},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5976296663284302},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5601440668106079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.52863609790802},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5234769582748413},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.48957547545433044},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43533599376678467},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.430078387260437},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4167908728122711},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1697176992893219},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.1277303695678711},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000453","qualifier_name":"epidemiology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000635","qualifier_name":"transmission","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000821","qualifier_name":"virology","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":"Q000302","qualifier_name":"isolation & purification","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005544","descriptor_name":"Forecasting","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2021.3052134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3052134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9371311/09325530.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:33449891","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33449891","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8545165","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8545165","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/jbhi.2021.3052134","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3052134","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9371311/09325530.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.7400000095367432}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320331145","display_name":"Universidade Federal do Maranh\u00e3o","ror":"https://ror.org/043fhe951"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3121125578.pdf","grobid_xml":"https://content.openalex.org/works/W3121125578.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W135863185","https://openalex.org/W2020657791","https://openalex.org/W2037856229","https://openalex.org/W2117014758","https://openalex.org/W2792527526","https://openalex.org/W2903166205","https://openalex.org/W2915614814","https://openalex.org/W2941987130","https://openalex.org/W3009946390","https://openalex.org/W3010921212","https://openalex.org/W3012446295","https://openalex.org/W3015300108","https://openalex.org/W3016038616","https://openalex.org/W3016250750","https://openalex.org/W3022165204","https://openalex.org/W3025337462","https://openalex.org/W3045889130","https://openalex.org/W3048917786","https://openalex.org/W3049371639","https://openalex.org/W3049649078","https://openalex.org/W3080689757","https://openalex.org/W4233251220"],"related_works":["https://openalex.org/W2614563012","https://openalex.org/W4293337373","https://openalex.org/W1968533609","https://openalex.org/W1984270607","https://openalex.org/W2151842462","https://openalex.org/W2349333549","https://openalex.org/W2116445905","https://openalex.org/W2486803649","https://openalex.org/W3140685204","https://openalex.org/W2765138172"],"abstract_inverted_index":{"A":[0],"computational":[1],"model":[2],"with":[3],"intelligent":[4],"machine":[5],"learning":[6],"for":[7,33,60,93],"analysis":[8,84],"of":[9,16,20,54,76,90,104],"epidemiological":[10,46,78],"data,":[11,47],"is":[12],"proposed.":[13],"The":[14],"innovations":[15],"adopted":[17],"methodology":[18,92],"consist":[19],"an":[21,49],"interval":[22,50],"type-2":[23,51],"fuzzy":[24,52],"clustering":[25],"algorithm":[26,59],"based":[27],"on":[28],"adaptive":[29,61,94],"similarity":[30],"distance":[31],"mechanism":[32],"defining":[34],"specific":[35],"operation":[36],"regions":[37],"associated":[38],"to":[39,45,68],"the":[40,86,100],"behavior":[41,103],"and":[42,48,63,82,88,96],"uncertainty":[43],"inherited":[44],"version":[53],"Observer/Kalman":[55],"Filter":[56],"Identification":[57],"(OKID)":[58],"tracking":[62,95],"real":[64,97],"time":[65,98],"forecasting":[66,99],"according":[67],"unobservable":[69],"components":[70],"computed":[71],"by":[72],"recursive":[73],"spectral":[74],"decomposition":[75],"experimental":[77],"data.":[79],"Experimental":[80],"results":[81],"comparative":[83],"illustrate":[85],"efficiency":[87],"applicability":[89],"proposed":[91],"dynamic":[101],"propagation":[102],"novel":[105],"coronavirus":[106],"2019":[107],"(COVID-19)":[108],"outbreak":[109],"in":[110],"Brazil.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
