{"id":"https://openalex.org/W4410918527","doi":"https://doi.org/10.1007/s41060-025-00813-z","title":"A neuro-fuzzy causal approach for pandemic severity forecasting: COVID-19 case study","display_name":"A neuro-fuzzy causal approach for pandemic severity forecasting: COVID-19 case study","publication_year":2025,"publication_date":"2025-05-31","ids":{"openalex":"https://openalex.org/W4410918527","doi":"https://doi.org/10.1007/s41060-025-00813-z"},"language":"en","primary_location":{"id":"doi:10.1007/s41060-025-00813-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00813-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-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":null,"display_name":"Ramin Omrani","orcid":null},"institutions":[{"id":"https://openalex.org/I84248293","display_name":"Babol Noshirvani University of Technology","ror":"https://ror.org/02zc85170","country_code":"IR","type":"education","lineage":["https://openalex.org/I84248293"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Ramin Omrani","raw_affiliation_strings":["Department of Industrial Engineering, Babol Noshirvani University of Technology, Babol, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Babol Noshirvani University of Technology, Babol, Iran","institution_ids":["https://openalex.org/I84248293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101813187","display_name":"Arash Nemati","orcid":"https://orcid.org/0000-0002-8302-3384"},"institutions":[{"id":"https://openalex.org/I84248293","display_name":"Babol Noshirvani University of Technology","ror":"https://ror.org/02zc85170","country_code":"IR","type":"education","lineage":["https://openalex.org/I84248293"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Arash Nemati","raw_affiliation_strings":["Department of Industrial Engineering, Babol Noshirvani University of Technology, Babol, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Babol Noshirvani University of Technology, Babol, Iran","institution_ids":["https://openalex.org/I84248293"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84248293"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.4717,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8786031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"20","issue":"6","first_page":"5979","last_page":"5997"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9800999760627747,"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":0.9800999760627747,"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":0.9764999747276306,"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/T12261","display_name":"Statistical Mechanics and Entropy","score":0.9449999928474426,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.7848218083381653},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.6717204451560974},{"id":"https://openalex.org/keywords/2019-20-coronavirus-outbreak","display_name":"2019-20 coronavirus outbreak","score":0.5605942606925964},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.5103763937950134},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3811662793159485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37724021077156067},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35319003462791443},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33720800280570984},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22934523224830627},{"id":"https://openalex.org/keywords/virology","display_name":"Virology","score":0.2194867730140686},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2148742973804474},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.06799104809761047},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.057827651500701904}],"concepts":[{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.7848218083381653},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6717204451560974},{"id":"https://openalex.org/C3006700255","wikidata":"https://www.wikidata.org/wiki/Q81068910","display_name":"2019-20 coronavirus outbreak","level":3,"score":0.5605942606925964},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.5103763937950134},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3811662793159485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37724021077156067},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35319003462791443},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33720800280570984},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22934523224830627},{"id":"https://openalex.org/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","level":1,"score":0.2194867730140686},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2148742973804474},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06799104809761047},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.057827651500701904},{"id":"https://openalex.org/C116675565","wikidata":"https://www.wikidata.org/wiki/Q3241045","display_name":"Outbreak","level":2,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s41060-025-00813-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s41060-025-00813-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210195017","display_name":"International Journal of Data Science and Analytics","issn_l":"2364-415X","issn":["2364-415X","2364-4168"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Data Science and Analytics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W2019207321","https://openalex.org/W3009333463","https://openalex.org/W3012309484","https://openalex.org/W3016540417","https://openalex.org/W3025444948","https://openalex.org/W3033020130","https://openalex.org/W3033888015","https://openalex.org/W3040134252","https://openalex.org/W3042285748","https://openalex.org/W3080376427","https://openalex.org/W3081863689","https://openalex.org/W3105953206","https://openalex.org/W3108188592","https://openalex.org/W3114266307","https://openalex.org/W3119585892","https://openalex.org/W3119865579","https://openalex.org/W3120101523","https://openalex.org/W3125067306","https://openalex.org/W3125348469","https://openalex.org/W3126796663","https://openalex.org/W3130033091","https://openalex.org/W3135123472","https://openalex.org/W3136225073","https://openalex.org/W3147414822","https://openalex.org/W3153300032","https://openalex.org/W3155891494","https://openalex.org/W3163967643","https://openalex.org/W3164012388","https://openalex.org/W3165386609","https://openalex.org/W3165553459","https://openalex.org/W3183423957","https://openalex.org/W3190074113","https://openalex.org/W3200860705","https://openalex.org/W3203156062","https://openalex.org/W3211064856","https://openalex.org/W4220949683","https://openalex.org/W4224013576","https://openalex.org/W4224064965","https://openalex.org/W4224306851","https://openalex.org/W4224438335","https://openalex.org/W4242616872","https://openalex.org/W4285078303","https://openalex.org/W4287958746","https://openalex.org/W4290601167","https://openalex.org/W4291002189","https://openalex.org/W4294663975","https://openalex.org/W4295899914","https://openalex.org/W4295925258","https://openalex.org/W4297236146","https://openalex.org/W4312425023","https://openalex.org/W4319441988","https://openalex.org/W4320804499","https://openalex.org/W4321769481","https://openalex.org/W4322736722","https://openalex.org/W4322775930","https://openalex.org/W4360603791","https://openalex.org/W4362662081","https://openalex.org/W4376631097","https://openalex.org/W4379209163","https://openalex.org/W4381108618","https://openalex.org/W4386975790","https://openalex.org/W4387307469","https://openalex.org/W4388800182","https://openalex.org/W4389289183","https://openalex.org/W4389949460","https://openalex.org/W4390843018","https://openalex.org/W4391326159","https://openalex.org/W4391428567","https://openalex.org/W4393320640","https://openalex.org/W4399038474","https://openalex.org/W6608280790"],"related_works":["https://openalex.org/W3036314732","https://openalex.org/W3009669391","https://openalex.org/W3176864053","https://openalex.org/W3171943759","https://openalex.org/W4292098121","https://openalex.org/W3154141118","https://openalex.org/W4388896133","https://openalex.org/W3031607536","https://openalex.org/W4224279380","https://openalex.org/W4205317059"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
