{"id":"https://openalex.org/W3016540417","doi":"https://doi.org/10.3390/a13100249","title":"COVID-19 Outbreak Prediction with Machine Learning","display_name":"COVID-19 Outbreak Prediction with Machine Learning","publication_year":2020,"publication_date":"2020-10-01","ids":{"openalex":"https://openalex.org/W3016540417","doi":"https://doi.org/10.3390/a13100249","mag":"3016540417"},"language":"en","primary_location":{"id":"doi:10.3390/a13100249","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13100249","pdf_url":"https://www.mdpi.com/1999-4893/13/10/249/pdf?version=1602901494","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-4893/13/10/249/pdf?version=1602901494","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5009042729","display_name":"Sina Ardabili","orcid":"https://orcid.org/0000-0002-7744-7906"},"institutions":[{"id":"https://openalex.org/I72341708","display_name":"University of Mohaghegh Ardabili","ror":"https://ror.org/045zrcm98","country_code":"IR","type":"education","lineage":["https://openalex.org/I72341708"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sina Ardabili","raw_affiliation_strings":["Department of Biosystem Engineering, University of Mohaghegh Ardabili, Ardabil 5619911367, Iran"],"raw_orcid":"https://orcid.org/0000-0002-7744-7906","affiliations":[{"raw_affiliation_string":"Department of Biosystem Engineering, University of Mohaghegh Ardabili, Ardabil 5619911367, Iran","institution_ids":["https://openalex.org/I72341708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109011370","display_name":"Amir Mosavi","orcid":null},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]},{"id":"https://openalex.org/I216306336","display_name":"J. Selye University","ror":"https://ror.org/00zevd106","country_code":"SK","type":"education","lineage":["https://openalex.org/I216306336"]},{"id":"https://openalex.org/I54108979","display_name":"Norwegian University of Life Sciences","ror":"https://ror.org/04a1mvv97","country_code":"NO","type":"education","lineage":["https://openalex.org/I54108979"]}],"countries":["HU","NO","SK"],"is_corresponding":true,"raw_author_name":"Amir Mosavi","raw_affiliation_strings":["Department of Informatics, J. Selye University, 94501 Komarno, Slovakia","Institute of Automation, Obuda University, 1034 Budapest, Hungary","School of Economics and Business, Norwegian University of Life Sciences, 1430 \u00c5s, Norway"],"raw_orcid":"https://orcid.org/0000-0003-4842-0613","affiliations":[{"raw_affiliation_string":"Department of Informatics, J. Selye University, 94501 Komarno, Slovakia","institution_ids":["https://openalex.org/I216306336"]},{"raw_affiliation_string":"Institute of Automation, Obuda University, 1034 Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]},{"raw_affiliation_string":"School of Economics and Business, Norwegian University of Life Sciences, 1430 \u00c5s, Norway","institution_ids":["https://openalex.org/I54108979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074919292","display_name":"Pedram Ghamisi","orcid":"https://orcid.org/0000-0003-1203-741X"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]},{"id":"https://openalex.org/I2801798921","display_name":"Helmholtz-Zentrum Dresden-Rossendorf","ror":"https://ror.org/01zy2cs03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2801798921"]}],"countries":["BE","DE"],"is_corresponding":false,"raw_author_name":"Pedram Ghamisi","raw_affiliation_strings":["Department of Physics, Faculty of Science, the University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium","Helmholtz-Zentrum Dresden-Rossendorf, Chemnitzer Str. 40, D-09599 Freiberg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1203-741X","affiliations":[{"raw_affiliation_string":"Department of Physics, Faculty of Science, the University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"Helmholtz-Zentrum Dresden-Rossendorf, Chemnitzer Str. 40, D-09599 Freiberg, Germany","institution_ids":["https://openalex.org/I2801798921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027007285","display_name":"Ferdin\u00e1nd Filip","orcid":"https://orcid.org/0000-0003-1439-4330"},"institutions":[{"id":"https://openalex.org/I216306336","display_name":"J. Selye University","ror":"https://ror.org/00zevd106","country_code":"SK","type":"education","lineage":["https://openalex.org/I216306336"]}],"countries":["SK"],"is_corresponding":false,"raw_author_name":"Filip Ferdinand","raw_affiliation_strings":["Department of Mathematics, J. Selye University, 94501 Komarno, Slovakia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, J. Selye University, 94501 Komarno, Slovakia","institution_ids":["https://openalex.org/I216306336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053864965","display_name":"Annam\u00e1ria R. V\u00e1rkonyi-K\u00f3czy","orcid":"https://orcid.org/0000-0002-6932-8608"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]},{"id":"https://openalex.org/I216306336","display_name":"J. Selye University","ror":"https://ror.org/00zevd106","country_code":"SK","type":"education","lineage":["https://openalex.org/I216306336"]}],"countries":["HU","SK"],"is_corresponding":false,"raw_author_name":"Annamaria Varkonyi-Koczy","raw_affiliation_strings":["Department of Informatics, J. Selye University, 94501 Komarno, Slovakia","Institute of Automation, Obuda University, 1034 Budapest, Hungary"],"raw_orcid":"https://orcid.org/0000-0002-6932-8608","affiliations":[{"raw_affiliation_string":"Department of Informatics, J. Selye University, 94501 Komarno, Slovakia","institution_ids":["https://openalex.org/I216306336"]},{"raw_affiliation_string":"Institute of Automation, Obuda University, 1034 Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051082265","display_name":"Uwe Reuter","orcid":"https://orcid.org/0000-0002-8527-0725"},"institutions":[{"id":"https://openalex.org/I78650965","display_name":"Technische Universit\u00e4t Dresden","ror":"https://ror.org/042aqky30","country_code":"DE","type":"education","lineage":["https://openalex.org/I78650965"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Uwe Reuter","raw_affiliation_strings":["Faculty of Civil Engineering, Technische Universit\u00e4t Dresden, 01069 Dresden, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Technische Universit\u00e4t Dresden, 01069 Dresden, Germany","institution_ids":["https://openalex.org/I78650965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065190539","display_name":"Timon Rabczuk","orcid":"https://orcid.org/0000-0002-7150-296X"},"institutions":[{"id":"https://openalex.org/I51441396","display_name":"Bauhaus-Universit\u00e4t Weimar","ror":"https://ror.org/033bb5z47","country_code":"DE","type":"education","lineage":["https://openalex.org/I51441396"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Timon Rabczuk","raw_affiliation_strings":["Institute of Structural Mechanics, Bauhaus-Universit\u00e4t Weimar, 99423 Weimar, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Structural Mechanics, Bauhaus-Universit\u00e4t Weimar, 99423 Weimar, Germany","institution_ids":["https://openalex.org/I51441396"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000622487","display_name":"Peter M. Atkinson","orcid":"https://orcid.org/0000-0002-5489-6880"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Peter Atkinson","raw_affiliation_strings":["Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK"],"raw_orcid":"https://orcid.org/0000-0002-5489-6880","affiliations":[{"raw_affiliation_string":"Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":7,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5109011370"],"corresponding_institution_ids":["https://openalex.org/I103356709","https://openalex.org/I216306336","https://openalex.org/I54108979"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":10.422,"has_fulltext":true,"cited_by_count":359,"citation_normalized_percentile":{"value":0.98420041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"13","issue":"10","first_page":"249","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9994999766349792,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7558684349060059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7286142706871033},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6870884895324707},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.504581093788147},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4596512019634247},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4572356343269348},{"id":"https://openalex.org/keywords/outbreak","display_name":"Outbreak","score":0.44875699281692505},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.43637222051620483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35682564973831177},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2869628071784973},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.20043998956680298},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.15877577662467957},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.1550217568874359}],"concepts":[{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7558684349060059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7286142706871033},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6870884895324707},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.504581093788147},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4596512019634247},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4572356343269348},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.44875699281692505},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.43637222051620483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35682564973831177},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2869628071784973},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.20043998956680298},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.15877577662467957},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.1550217568874359},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/a13100249","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13100249","pdf_url":"https://www.mdpi.com/1999-4893/13/10/249/pdf?version=1602901494","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},{"id":"pmh:c:irua:173637","is_oa":false,"landing_page_url":"https://hdl.handle.net/10067/1736370151162165141","pdf_url":null,"source":{"id":"https://openalex.org/S4306401849","display_name":"Institutional Repository University of Antwerp (University of Antwerp)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149213910","host_organization_name":"University of Antwerp","host_organization_lineage":["https://openalex.org/I149213910"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:doaj.org/article:208772302fe046fb8687994cb96b1385","is_oa":true,"landing_page_url":"https://doaj.org/article/208772302fe046fb8687994cb96b1385","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms, Vol 13, Iss 10, p 249 (2020)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1999-4893/13/10/249/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/a13100249","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Algorithms; Volume 13; Issue 10; Pages: 249","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/a13100249","is_oa":true,"landing_page_url":"https://doi.org/10.3390/a13100249","pdf_url":"https://www.mdpi.com/1999-4893/13/10/249/pdf?version=1602901494","source":{"id":"https://openalex.org/S190629608","display_name":"Algorithms","issn_l":"1999-4893","issn":["1999-4893"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Algorithms","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"awards":[{"id":"https://openalex.org/G1782027177","display_name":null,"funder_award_id":"EFOP-3.6.2-16-2017-00016","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G3565745597","display_name":null,"funder_award_id":"EFOP-3.6.2-16-2017-00016","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G4693063966","display_name":null,"funder_award_id":"EFOP-3","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"},{"id":"https://openalex.org/G7184460419","display_name":null,"funder_award_id":"NFP313010T504","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"},{"id":"https://openalex.org/G8888826008","display_name":null,"funder_award_id":"ITMS code: NFP313010T504","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3016540417.pdf","grobid_xml":"https://content.openalex.org/works/W3016540417.grobid-xml"},"referenced_works_count":113,"referenced_works":["https://openalex.org/W1559956479","https://openalex.org/W1562251502","https://openalex.org/W1566399673","https://openalex.org/W1905847227","https://openalex.org/W1965227030","https://openalex.org/W1971259134","https://openalex.org/W1982356933","https://openalex.org/W1984289858","https://openalex.org/W1991590973","https://openalex.org/W1992852845","https://openalex.org/W1995995344","https://openalex.org/W2019207321","https://openalex.org/W2031103608","https://openalex.org/W2032257665","https://openalex.org/W2032734256","https://openalex.org/W2033884996","https://openalex.org/W2037031008","https://openalex.org/W2047094503","https://openalex.org/W2050456292","https://openalex.org/W2061438946","https://openalex.org/W2062015398","https://openalex.org/W2105102593","https://openalex.org/W2121766492","https://openalex.org/W2124503759","https://openalex.org/W2125899728","https://openalex.org/W2152195021","https://openalex.org/W2171107890","https://openalex.org/W2172147742","https://openalex.org/W2184604058","https://openalex.org/W2189524175","https://openalex.org/W2343045034","https://openalex.org/W2344175847","https://openalex.org/W2403782785","https://openalex.org/W2418517596","https://openalex.org/W2509818319","https://openalex.org/W2540058059","https://openalex.org/W2543580944","https://openalex.org/W2598289997","https://openalex.org/W2654207235","https://openalex.org/W2734347696","https://openalex.org/W2743602240","https://openalex.org/W2765587036","https://openalex.org/W2777314154","https://openalex.org/W2784125831","https://openalex.org/W2790482354","https://openalex.org/W2799291791","https://openalex.org/W2800867346","https://openalex.org/W2802155202","https://openalex.org/W2812763594","https://openalex.org/W2891373692","https://openalex.org/W2897709893","https://openalex.org/W2902729573","https://openalex.org/W2904330851","https://openalex.org/W2906578344","https://openalex.org/W2910820167","https://openalex.org/W2915163783","https://openalex.org/W2921575280","https://openalex.org/W2933878133","https://openalex.org/W2937677298","https://openalex.org/W2939567688","https://openalex.org/W2944880943","https://openalex.org/W2947585147","https://openalex.org/W2952382660","https://openalex.org/W2952534036","https://openalex.org/W2956545638","https://openalex.org/W2961631520","https://openalex.org/W2963564081","https://openalex.org/W2965222831","https://openalex.org/W2969490309","https://openalex.org/W2969553104","https://openalex.org/W2969625665","https://openalex.org/W2973630029","https://openalex.org/W2975084504","https://openalex.org/W2977491558","https://openalex.org/W2978577426","https://openalex.org/W2981064878","https://openalex.org/W2983013319","https://openalex.org/W2983441169","https://openalex.org/W2983533059","https://openalex.org/W2983744909","https://openalex.org/W2985938707","https://openalex.org/W2986202533","https://openalex.org/W2995178087","https://openalex.org/W3003573988","https://openalex.org/W3005814581","https://openalex.org/W3008840293","https://openalex.org/W3010921212","https://openalex.org/W3011242477","https://openalex.org/W3011351342","https://openalex.org/W3013474995","https://openalex.org/W3015470645","https://openalex.org/W3105416487","https://openalex.org/W3106230744","https://openalex.org/W3121411893","https://openalex.org/W3121481140","https://openalex.org/W3122204715","https://openalex.org/W3125358680","https://openalex.org/W3125551419","https://openalex.org/W3146166473","https://openalex.org/W4237928303","https://openalex.org/W4241115065","https://openalex.org/W4285719527","https://openalex.org/W6633721741","https://openalex.org/W6641504300","https://openalex.org/W6648246068","https://openalex.org/W6658918073","https://openalex.org/W6682642761","https://openalex.org/W6686315819","https://openalex.org/W6687335967","https://openalex.org/W6747879919","https://openalex.org/W6749101346","https://openalex.org/W6756392994","https://openalex.org/W6801006192"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2389800468","https://openalex.org/W4390103748","https://openalex.org/W2763641192","https://openalex.org/W2373635223","https://openalex.org/W2412355096","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563"],"abstract_inverted_index":{"Several":[0],"outbreak":[1,112,164,210],"prediction":[2,211],"models":[3,26,36,45,64,90,107,130,133],"for":[4,27,69,198],"COVID-19":[5,28,111,163],"are":[6,46],"being":[7],"used":[8],"by":[9,41,215],"officials":[10],"around":[11],"the":[12,24,49,73,82,110,150,157,162,183,193],"world":[13],"to":[14,52,78,92,108,116,156,181,191],"make":[15],"informed":[16],"decisions":[17],"and":[18,34,43,58,85,104,119,141,154,165,219],"enforce":[19],"relevant":[20],"control":[21],"measures.":[22],"Among":[23,123],"standard":[25,63],"global":[29],"pandemic":[30],"prediction,":[31],"simple":[32],"epidemiological":[33],"statistical":[35],"have":[37,65],"received":[38],"more":[39],"attention":[40],"authorities,":[42],"these":[44],"popular":[47],"in":[48,167,209],"media.":[50],"Due":[51],"a":[53,98,124,206],"high":[54],"level":[55],"of":[56,60,88,101,127,161,195],"uncertainty":[57],"lack":[59],"essential":[61,83],"data,":[62],"shown":[66],"low":[67],"accuracy":[68],"long-term":[70],"prediction.":[71],"Although":[72],"literature":[74],"includes":[75],"several":[76],"attempts":[77],"address":[79],"this":[80,172],"issue,":[81],"generalization":[84],"robustness":[86],"abilities":[87],"existing":[89],"need":[91],"be":[93,213],"improved.":[94],"This":[95,185,201],"paper":[96,186,202],"presents":[97],"comparative":[99],"analysis":[100],"machine":[102,128,175,196,217],"learning":[103,129,176,197,218],"soft":[105],"computing":[106],"predict":[109],"as":[113,177],"an":[114,178,188],"alternative":[115],"susceptible\u2013infected\u2013recovered":[117],"(SIR)":[118],"susceptible-exposed-infectious-removed":[120],"(SEIR)":[121],"models.":[122,221],"wide":[125],"range":[126],"investigated,":[131],"two":[132],"showed":[134],"promising":[135],"results":[136,151],"(i.e.,":[137],"multi-layered":[138],"perceptron,":[139],"MLP;":[140],"adaptive":[142],"network-based":[143],"fuzzy":[144],"inference":[145],"system,":[146],"ANFIS).":[147],"Based":[148],"on":[149],"reported":[152],"here,":[153],"due":[155],"highly":[158],"complex":[159],"nature":[160],"variation":[166],"its":[168],"behavior":[169],"across":[170],"nations,":[171],"study":[173],"suggests":[174,204],"effective":[179],"tool":[180],"model":[182],"outbreak.":[184],"provides":[187],"initial":[189],"benchmarking":[190],"demonstrate":[192],"potential":[194],"future":[199],"research.":[200],"further":[203],"that":[205],"genuine":[207],"novelty":[208],"can":[212],"realized":[214],"integrating":[216],"SEIR":[220]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":37},{"year":2023,"cited_by_count":67},{"year":2022,"cited_by_count":108},{"year":2021,"cited_by_count":105},{"year":2020,"cited_by_count":17}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}