{"id":"https://openalex.org/W3143351795","doi":"https://doi.org/10.1007/s11063-021-10495-w","title":"Nonlinear Neural Network Based Forecasting Model for Predicting COVID-19 Cases","display_name":"Nonlinear Neural Network Based Forecasting Model for Predicting COVID-19 Cases","publication_year":2021,"publication_date":"2021-04-01","ids":{"openalex":"https://openalex.org/W3143351795","doi":"https://doi.org/10.1007/s11063-021-10495-w","mag":"3143351795","pmid":"https://pubmed.ncbi.nlm.nih.gov/33821142"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-021-10495-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-021-10495-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10495-w.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10495-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005243538","display_name":"Suyel Namasudra","orcid":"https://orcid.org/0000-0002-0191-0175"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Suyel Namasudra","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Patna, Bihar, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021606393","display_name":"S. Dhamodharavadhani","orcid":null},"institutions":[{"id":"https://openalex.org/I141431873","display_name":"Periyar University","ror":"https://ror.org/05crs8s98","country_code":"IN","type":"education","lineage":["https://openalex.org/I141431873"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Dhamodharavadhani","raw_affiliation_strings":["Department of Computer Science, Periyar University, Salem, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Periyar University, Salem, India","institution_ids":["https://openalex.org/I141431873"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045590843","display_name":"R. Rathipriya","orcid":null},"institutions":[{"id":"https://openalex.org/I141431873","display_name":"Periyar University","ror":"https://ror.org/05crs8s98","country_code":"IN","type":"education","lineage":["https://openalex.org/I141431873"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"R. Rathipriya","raw_affiliation_strings":["Department of Computer Science, Periyar University, Salem, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Periyar University, Salem, India","institution_ids":["https://openalex.org/I141431873"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005243538"],"corresponding_institution_ids":["https://openalex.org/I11793825"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":15.5272,"has_fulltext":true,"cited_by_count":131,"citation_normalized_percentile":{"value":0.99515587,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"55","issue":"1","first_page":"171","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9760000109672546,"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/mean-squared-error","display_name":"Mean squared error","score":0.7971015572547913},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6108130812644958},{"id":"https://openalex.org/keywords/conjugate-gradient-method","display_name":"Conjugate gradient method","score":0.5851722359657288},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.5586432814598083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49863672256469727},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4899987280368805},{"id":"https://openalex.org/keywords/levenberg\u2013marquardt-algorithm","display_name":"Levenberg\u2013Marquardt algorithm","score":0.48053866624832153},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4656803011894226},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.45641568303108215},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.44449812173843384},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.440823495388031},{"id":"https://openalex.org/keywords/nonlinear-autoregressive-exogenous-model","display_name":"Nonlinear autoregressive exogenous model","score":0.4331085681915283},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.41269680857658386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38235628604888916},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.37938088178634644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36245250701904297},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34380608797073364},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33448266983032227},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2217503786087036},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20433756709098816}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7971015572547913},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6108130812644958},{"id":"https://openalex.org/C81184566","wikidata":"https://www.wikidata.org/wiki/Q1191895","display_name":"Conjugate gradient method","level":2,"score":0.5851722359657288},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.5586432814598083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49863672256469727},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4899987280368805},{"id":"https://openalex.org/C87578567","wikidata":"https://www.wikidata.org/wiki/Q1426494","display_name":"Levenberg\u2013Marquardt algorithm","level":3,"score":0.48053866624832153},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4656803011894226},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.45641568303108215},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.44449812173843384},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.440823495388031},{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.4331085681915283},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.41269680857658386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38235628604888916},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.37938088178634644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36245250701904297},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34380608797073364},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33448266983032227},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2217503786087036},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20433756709098816},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11063-021-10495-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-021-10495-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10495-w.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},{"id":"pmid:33821142","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33821142","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":"Neural processing letters","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8012519","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8012519","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Neural Process Lett","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11063-021-10495-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-021-10495-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-021-10495-w.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7200000286102295,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3143351795.pdf","grobid_xml":"https://content.openalex.org/works/W3143351795.grobid-xml"},"referenced_works_count":58,"referenced_works":["https://openalex.org/W2053368181","https://openalex.org/W2578267764","https://openalex.org/W2772103904","https://openalex.org/W2904939573","https://openalex.org/W2924123688","https://openalex.org/W2936437846","https://openalex.org/W2952301058","https://openalex.org/W2956251445","https://openalex.org/W2964102227","https://openalex.org/W2965459005","https://openalex.org/W2966418237","https://openalex.org/W2971039750","https://openalex.org/W2971238384","https://openalex.org/W2972397413","https://openalex.org/W2984716329","https://openalex.org/W2987729123","https://openalex.org/W2991188083","https://openalex.org/W2998318498","https://openalex.org/W3006793970","https://openalex.org/W3006914768","https://openalex.org/W3010968125","https://openalex.org/W3011242477","https://openalex.org/W3012244307","https://openalex.org/W3013601031","https://openalex.org/W3016236951","https://openalex.org/W3022600262","https://openalex.org/W3030109869","https://openalex.org/W3031144482","https://openalex.org/W3031443331","https://openalex.org/W3033836482","https://openalex.org/W3034114235","https://openalex.org/W3034529070","https://openalex.org/W3034585457","https://openalex.org/W3034695706","https://openalex.org/W3035537071","https://openalex.org/W3036259678","https://openalex.org/W3038780555","https://openalex.org/W3045828591","https://openalex.org/W3048845749","https://openalex.org/W3081923509","https://openalex.org/W3081975074","https://openalex.org/W3083815482","https://openalex.org/W3088238771","https://openalex.org/W3089733125","https://openalex.org/W3106321705","https://openalex.org/W3112949427","https://openalex.org/W3113312121","https://openalex.org/W3115573307","https://openalex.org/W3116850160","https://openalex.org/W3119102818","https://openalex.org/W3120319889","https://openalex.org/W3121943004","https://openalex.org/W3125783995","https://openalex.org/W3128637704","https://openalex.org/W3134991879","https://openalex.org/W4212935479","https://openalex.org/W4243808599","https://openalex.org/W4243894897"],"related_works":["https://openalex.org/W2606910468","https://openalex.org/W3116827148","https://openalex.org/W3120843198","https://openalex.org/W2799656149","https://openalex.org/W2154965898","https://openalex.org/W2036704594","https://openalex.org/W4226315710","https://openalex.org/W3083782034","https://openalex.org/W4287185323","https://openalex.org/W2117809914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":26},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}
