Weather and population based forecasting of novel COVID-19 using deep learning approaches Article Swipe

PDF

A. Ronald Doni , T. Sasi Praba , Murugan Sevanan ·

YOU? · · 2021 · Open Access · · DOI: https://doi.org/10.1007/s13198-021-01272-y

Related Topics

Recurrent Neural Network

Deep Learning

Computer Science

Artificial Intelligence

Infectious Diseases (Medical Specialty)

Concepts

Recurrent neural network Government (linguistics) Deep learning Computer science Preparedness Artificial intelligence Globe Coronavirus disease 2019 (COVID-19) Machine learning Population Artificial neural network Data science Disease Medicine Environmental health Political science Infectious disease (medical specialty) Pathology Law Philosophy Ophthalmology Linguistics

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.1007/s13198-021-01272-y
PDF: https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf
OA Status: bronze
Cited By: 9
References: 26
Related Works: 10
OpenAlex ID: https://openalex.org/W3197547250

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W3197547250

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.1007/s13198-021-01272-y

Digital Object Identifier
Title: Weather and population based forecasting of novel COVID-19 using deep learning approaches

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2021

Year of publication
Publication date: 2021-08-27

Full publication date if available
Authors: A. Ronald Doni, T. Sasi Praba, Murugan Sevanan

List of authors in order
Landing page: https://doi.org/10.1007/s13198-021-01272-y

Publisher landing page
PDF URL: https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: bronze

Open access status per OpenAlex
OA URL: https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf

Direct OA link when available
Concepts: Recurrent neural network, Government (linguistics), Deep learning, Computer science, Preparedness, Artificial intelligence, Globe, Coronavirus disease 2019 (COVID-19), Machine learning, Population, Artificial neural network, Data science, Disease, Medicine, Environmental health, Political science, Infectious disease (medical specialty), Pathology, Law, Philosophy, Ophthalmology, Linguistics

Top concepts (fields/topics) attached by OpenAlex
Cited by: 9

Total citation count in OpenAlex
Citations by year (recent): 2025: 1, 2024: 2, 2023: 2, 2022: 3, 2021: 1

Per-year citation counts (last 5 years)
References (count): 26

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W3197547250
doi	https://doi.org/10.1007/s13198-021-01272-y
ids.doi	https://doi.org/10.1007/s13198-021-01272-y
ids.mag	3197547250
ids.openalex	https://openalex.org/W3197547250
fwci	1.23730007
type	article
title	Weather and population based forecasting of novel COVID-19 using deep learning approaches
biblio.issue	S1
biblio.volume	13
biblio.last_page	110
biblio.first_page	100
topics[0].id	https://openalex.org/T11775
topics[0].field.id	https://openalex.org/fields/27
topics[0].field.display_name	Medicine
topics[0].score	0.9970999956130981
topics[0].domain.id	https://openalex.org/domains/4
topics[0].domain.display_name	Health Sciences
topics[0].subfield.id	https://openalex.org/subfields/2741
topics[0].subfield.display_name	Radiology, Nuclear Medicine and Imaging
topics[0].display_name	COVID-19 diagnosis using AI
topics[1].id	https://openalex.org/T10410
topics[1].field.id	https://openalex.org/fields/26
topics[1].field.display_name	Mathematics
topics[1].score	0.9968000054359436
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/2611
topics[1].subfield.display_name	Modeling and Simulation
topics[1].display_name	COVID-19 epidemiological studies
topics[2].id	https://openalex.org/T11512
topics[2].field.id	https://openalex.org/fields/17
topics[2].field.display_name	Computer Science
topics[2].score	0.963100016117096
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1702
topics[2].subfield.display_name	Artificial Intelligence
topics[2].display_name	Anomaly Detection Techniques and Applications
is_xpac	False
apc_list.value	2390
apc_list.currency	EUR
apc_list.value_usd	2990
apc_paid
concepts[0].id	https://openalex.org/C147168706
concepts[0].level	3
concepts[0].score	0.751563549041748
concepts[0].wikidata	https://www.wikidata.org/wiki/Q1457734
concepts[0].display_name	Recurrent neural network
concepts[1].id	https://openalex.org/C2778137410
concepts[1].level	2
concepts[1].score	0.7057703733444214
concepts[1].wikidata	https://www.wikidata.org/wiki/Q2732820
concepts[1].display_name	Government (linguistics)
concepts[2].id	https://openalex.org/C108583219
concepts[2].level	2
concepts[2].score	0.6541997194290161
concepts[2].wikidata	https://www.wikidata.org/wiki/Q197536
concepts[2].display_name	Deep learning
concepts[3].id	https://openalex.org/C41008148
concepts[3].level	0
concepts[3].score	0.6497290134429932
concepts[3].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[3].display_name	Computer science
concepts[4].id	https://openalex.org/C2777042776
concepts[4].level	2
concepts[4].score	0.6236491203308105
concepts[4].wikidata	https://www.wikidata.org/wiki/Q4583103
concepts[4].display_name	Preparedness
concepts[5].id	https://openalex.org/C154945302
concepts[5].level	1
concepts[5].score	0.6129702925682068
concepts[5].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[5].display_name	Artificial intelligence
concepts[6].id	https://openalex.org/C2775899829
concepts[6].level	2
concepts[6].score	0.6003547310829163
concepts[6].wikidata	https://www.wikidata.org/wiki/Q3109007
concepts[6].display_name	Globe
concepts[7].id	https://openalex.org/C3008058167
concepts[7].level	4
concepts[7].score	0.47932279109954834
concepts[7].wikidata	https://www.wikidata.org/wiki/Q84263196
concepts[7].display_name	Coronavirus disease 2019 (COVID-19)
concepts[8].id	https://openalex.org/C119857082
concepts[8].level	1
concepts[8].score	0.4513978362083435
concepts[8].wikidata	https://www.wikidata.org/wiki/Q2539
concepts[8].display_name	Machine learning
concepts[9].id	https://openalex.org/C2908647359
concepts[9].level	2
concepts[9].score	0.44114041328430176
concepts[9].wikidata	https://www.wikidata.org/wiki/Q2625603
concepts[9].display_name	Population
concepts[10].id	https://openalex.org/C50644808
concepts[10].level	2
concepts[10].score	0.3617139160633087
concepts[10].wikidata	https://www.wikidata.org/wiki/Q192776
concepts[10].display_name	Artificial neural network
concepts[11].id	https://openalex.org/C2522767166
concepts[11].level	1
concepts[11].score	0.34743982553482056
concepts[11].wikidata	https://www.wikidata.org/wiki/Q2374463
concepts[11].display_name	Data science
concepts[12].id	https://openalex.org/C2779134260
concepts[12].level	2
concepts[12].score	0.2651597857475281
concepts[12].wikidata	https://www.wikidata.org/wiki/Q12136
concepts[12].display_name	Disease
concepts[13].id	https://openalex.org/C71924100
concepts[13].level	0
concepts[13].score	0.22058159112930298
concepts[13].wikidata	https://www.wikidata.org/wiki/Q11190
concepts[13].display_name	Medicine
concepts[14].id	https://openalex.org/C99454951
concepts[14].level	1
concepts[14].score	0.18356117606163025
concepts[14].wikidata	https://www.wikidata.org/wiki/Q932068
concepts[14].display_name	Environmental health
concepts[15].id	https://openalex.org/C17744445
concepts[15].level	0
concepts[15].score	0.14067736268043518
concepts[15].wikidata	https://www.wikidata.org/wiki/Q36442
concepts[15].display_name	Political science
concepts[16].id	https://openalex.org/C524204448
concepts[16].level	3
concepts[16].score	0.11271479725837708
concepts[16].wikidata	https://www.wikidata.org/wiki/Q788926
concepts[16].display_name	Infectious disease (medical specialty)
concepts[17].id	https://openalex.org/C142724271
concepts[17].level	1
concepts[17].score	0.0
concepts[17].wikidata	https://www.wikidata.org/wiki/Q7208
concepts[17].display_name	Pathology
concepts[18].id	https://openalex.org/C199539241
concepts[18].level	1
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q7748
concepts[18].display_name	Law
concepts[19].id	https://openalex.org/C138885662
concepts[19].level	0
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q5891
concepts[19].display_name	Philosophy
concepts[20].id	https://openalex.org/C118487528
concepts[20].level	1
concepts[20].score	0.0
concepts[20].wikidata	https://www.wikidata.org/wiki/Q161437
concepts[20].display_name	Ophthalmology
concepts[21].id	https://openalex.org/C41895202
concepts[21].level	1
concepts[21].score	0.0
concepts[21].wikidata	https://www.wikidata.org/wiki/Q8162
concepts[21].display_name	Linguistics
keywords[0].id	https://openalex.org/keywords/recurrent-neural-network
keywords[0].score	0.751563549041748
keywords[0].display_name	Recurrent neural network
keywords[1].id	https://openalex.org/keywords/government
keywords[1].score	0.7057703733444214
keywords[1].display_name	Government (linguistics)
keywords[2].id	https://openalex.org/keywords/deep-learning
keywords[2].score	0.6541997194290161
keywords[2].display_name	Deep learning
keywords[3].id	https://openalex.org/keywords/computer-science
keywords[3].score	0.6497290134429932
keywords[3].display_name	Computer science
keywords[4].id	https://openalex.org/keywords/preparedness
keywords[4].score	0.6236491203308105
keywords[4].display_name	Preparedness
keywords[5].id	https://openalex.org/keywords/artificial-intelligence
keywords[5].score	0.6129702925682068
keywords[5].display_name	Artificial intelligence
keywords[6].id	https://openalex.org/keywords/globe
keywords[6].score	0.6003547310829163
keywords[6].display_name	Globe
keywords[7].id	https://openalex.org/keywords/coronavirus-disease-2019
keywords[7].score	0.47932279109954834
keywords[7].display_name	Coronavirus disease 2019 (COVID-19)
keywords[8].id	https://openalex.org/keywords/machine-learning
keywords[8].score	0.4513978362083435
keywords[8].display_name	Machine learning
keywords[9].id	https://openalex.org/keywords/population
keywords[9].score	0.44114041328430176
keywords[9].display_name	Population
keywords[10].id	https://openalex.org/keywords/artificial-neural-network
keywords[10].score	0.3617139160633087
keywords[10].display_name	Artificial neural network
keywords[11].id	https://openalex.org/keywords/data-science
keywords[11].score	0.34743982553482056
keywords[11].display_name	Data science
keywords[12].id	https://openalex.org/keywords/disease
keywords[12].score	0.2651597857475281
keywords[12].display_name	Disease
keywords[13].id	https://openalex.org/keywords/medicine
keywords[13].score	0.22058159112930298
keywords[13].display_name	Medicine
keywords[14].id	https://openalex.org/keywords/environmental-health
keywords[14].score	0.18356117606163025
keywords[14].display_name	Environmental health
keywords[15].id	https://openalex.org/keywords/political-science
keywords[15].score	0.14067736268043518
keywords[15].display_name	Political science
keywords[16].id	https://openalex.org/keywords/infectious-disease
keywords[16].score	0.11271479725837708
keywords[16].display_name	Infectious disease (medical specialty)
language	en
locations[0].id	doi:10.1007/s13198-021-01272-y
locations[0].is_oa	True
locations[0].source.id	https://openalex.org/S40280859
locations[0].source.issn	0975-6809, 0976-4348
locations[0].source.type	journal
locations[0].source.is_oa	False
locations[0].source.issn_l	0975-6809
locations[0].source.is_core	True
locations[0].source.is_in_doaj	False
locations[0].source.display_name	International Journal of Systems Assurance Engineering and Management
locations[0].source.host_organization	https://openalex.org/P4310319900
locations[0].source.host_organization_name	Springer Science+Business Media
locations[0].source.host_organization_lineage	https://openalex.org/P4310319900, https://openalex.org/P4310319965
locations[0].source.host_organization_lineage_names	Springer Science+Business Media, Springer Nature
locations[0].license
locations[0].pdf_url	https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf
locations[0].version	publishedVersion
locations[0].raw_type	journal-article
locations[0].license_id
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	International Journal of System Assurance Engineering and Management
locations[0].landing_page_url	https://doi.org/10.1007/s13198-021-01272-y
locations[1].id	pmh:oai:pubmedcentral.nih.gov:8396801
locations[1].is_oa	True
locations[1].source.id	https://openalex.org/S2764455111
locations[1].source.issn
locations[1].source.type	repository
locations[1].source.is_oa	False
locations[1].source.issn_l
locations[1].source.is_core	False
locations[1].source.is_in_doaj	False
locations[1].source.display_name	PubMed Central
locations[1].source.host_organization	https://openalex.org/I1299303238
locations[1].source.host_organization_name	National Institutes of Health
locations[1].source.host_organization_lineage	https://openalex.org/I1299303238
locations[1].license
locations[1].pdf_url
locations[1].version	submittedVersion
locations[1].raw_type	Text
locations[1].license_id
locations[1].is_accepted	False
locations[1].is_published	False
locations[1].raw_source_name	Int J Syst Assur Eng Manag
locations[1].landing_page_url	https://www.ncbi.nlm.nih.gov/pmc/articles/8396801
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5031433831
authorships[0].author.orcid	https://orcid.org/0000-0001-6584-7403
authorships[0].author.display_name	A. Ronald Doni
authorships[0].countries	IN
authorships[0].affiliations[0].institution_ids	https://openalex.org/I43814544
authorships[0].affiliations[0].raw_affiliation_string	Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India
authorships[0].institutions[0].id	https://openalex.org/I43814544
authorships[0].institutions[0].ror	https://ror.org/01defpn95
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I43814544
authorships[0].institutions[0].country_code	IN
authorships[0].institutions[0].display_name	Sathyabama Institute of Science and Technology
authorships[0].author_position	first
authorships[0].raw_author_name	A. Ronald Doni
authorships[0].is_corresponding	True
authorships[0].raw_affiliation_strings	Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India
authorships[1].author.id	https://openalex.org/A5071888211
authorships[1].author.orcid
authorships[1].author.display_name	T. Sasi Praba
authorships[1].countries	IN
authorships[1].affiliations[0].institution_ids	https://openalex.org/I43814544
authorships[1].affiliations[0].raw_affiliation_string	Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India
authorships[1].institutions[0].id	https://openalex.org/I43814544
authorships[1].institutions[0].ror	https://ror.org/01defpn95
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I43814544
authorships[1].institutions[0].country_code	IN
authorships[1].institutions[0].display_name	Sathyabama Institute of Science and Technology
authorships[1].author_position	middle
authorships[1].raw_author_name	T. Sasi Praba
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India
authorships[2].author.id	https://openalex.org/A5071006175
authorships[2].author.orcid	https://orcid.org/0000-0002-2432-1883
authorships[2].author.display_name	Murugan Sevanan
authorships[2].countries	IN
authorships[2].affiliations[0].institution_ids	https://openalex.org/I43814544
authorships[2].affiliations[0].raw_affiliation_string	Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India
authorships[2].institutions[0].id	https://openalex.org/I43814544
authorships[2].institutions[0].ror	https://ror.org/01defpn95
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I43814544
authorships[2].institutions[0].country_code	IN
authorships[2].institutions[0].display_name	Sathyabama Institute of Science and Technology
authorships[2].author_position	last
authorships[2].raw_author_name	S. Murugan
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	Department of Computer Science and Engineering, Sathyabama Institute of Science and Technology, Chennai, Tamil Nadu, India
has_content.pdf	True
has_content.grobid_xml	True
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf
open_access.oa_status	bronze
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Weather and population based forecasting of novel COVID-19 using deep learning approaches
has_fulltext	True
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T11775
primary_topic.field.id	https://openalex.org/fields/27
primary_topic.field.display_name	Medicine
primary_topic.score	0.9970999956130981
primary_topic.domain.id	https://openalex.org/domains/4
primary_topic.domain.display_name	Health Sciences
primary_topic.subfield.id	https://openalex.org/subfields/2741
primary_topic.subfield.display_name	Radiology, Nuclear Medicine and Imaging
primary_topic.display_name	COVID-19 diagnosis using AI
related_works	https://openalex.org/W1539266347, https://openalex.org/W2267913355, https://openalex.org/W2788570199, https://openalex.org/W2000787479, https://openalex.org/W4248006302, https://openalex.org/W1488904332, https://openalex.org/W4256453413, https://openalex.org/W3045785873, https://openalex.org/W4378605586, https://openalex.org/W3008584592
cited_by_count	9
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	1
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	2
counts_by_year[2].year	2023
counts_by_year[2].cited_by_count	2
counts_by_year[3].year	2022
counts_by_year[3].cited_by_count	3
counts_by_year[4].year	2021
counts_by_year[4].cited_by_count	1
locations_count	2
best_oa_location.id	doi:10.1007/s13198-021-01272-y
best_oa_location.is_oa	True
best_oa_location.source.id	https://openalex.org/S40280859
best_oa_location.source.issn	0975-6809, 0976-4348
best_oa_location.source.type	journal
best_oa_location.source.is_oa	False
best_oa_location.source.issn_l	0975-6809
best_oa_location.source.is_core	True
best_oa_location.source.is_in_doaj	False
best_oa_location.source.display_name	International Journal of Systems Assurance Engineering and Management
best_oa_location.source.host_organization	https://openalex.org/P4310319900
best_oa_location.source.host_organization_name	Springer Science+Business Media
best_oa_location.source.host_organization_lineage	https://openalex.org/P4310319900, https://openalex.org/P4310319965
best_oa_location.source.host_organization_lineage_names	Springer Science+Business Media, Springer Nature
best_oa_location.license
best_oa_location.pdf_url	https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf
best_oa_location.version	publishedVersion
best_oa_location.raw_type	journal-article
best_oa_location.license_id
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	International Journal of System Assurance Engineering and Management
best_oa_location.landing_page_url	https://doi.org/10.1007/s13198-021-01272-y
primary_location.id	doi:10.1007/s13198-021-01272-y
primary_location.is_oa	True
primary_location.source.id	https://openalex.org/S40280859
primary_location.source.issn	0975-6809, 0976-4348
primary_location.source.type	journal
primary_location.source.is_oa	False
primary_location.source.issn_l	0975-6809
primary_location.source.is_core	True
primary_location.source.is_in_doaj	False
primary_location.source.display_name	International Journal of Systems Assurance Engineering and Management
primary_location.source.host_organization	https://openalex.org/P4310319900
primary_location.source.host_organization_name	Springer Science+Business Media
primary_location.source.host_organization_lineage	https://openalex.org/P4310319900, https://openalex.org/P4310319965
primary_location.source.host_organization_lineage_names	Springer Science+Business Media, Springer Nature
primary_location.license
primary_location.pdf_url	https://link.springer.com/content/pdf/10.1007/s13198-021-01272-y.pdf
primary_location.version	publishedVersion
primary_location.raw_type	journal-article
primary_location.license_id
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	International Journal of System Assurance Engineering and Management
primary_location.landing_page_url	https://doi.org/10.1007/s13198-021-01272-y
publication_date	2021-08-27
publication_year	2021
referenced_works	https://openalex.org/W3183625236, https://openalex.org/W2168068886, https://openalex.org/W3006914768, https://openalex.org/W3155131285, https://openalex.org/W6605701707, https://openalex.org/W3019351867, https://openalex.org/W3185441414, https://openalex.org/W2739188612, https://openalex.org/W4244497229, https://openalex.org/W3012444982, https://openalex.org/W3005301080, https://openalex.org/W2142176189, https://openalex.org/W2802502226, https://openalex.org/W3007602081, https://openalex.org/W3006028741, https://openalex.org/W2145473366, https://openalex.org/W3030419021, https://openalex.org/W3126559983, https://openalex.org/W3021622280, https://openalex.org/W3003008308, https://openalex.org/W3026481086, https://openalex.org/W3010760459, https://openalex.org/W2028599681, https://openalex.org/W195202121, https://openalex.org/W3016093367, https://openalex.org/W3162595990
referenced_works_count	26
abstract_inverted_index
cited_by_percentile_year.max	97
cited_by_percentile_year.min	89
corresponding_author_ids	https://openalex.org/A5031433831
countries_distinct_count	1
institutions_distinct_count	3
corresponding_institution_ids	https://openalex.org/I43814544
sustainable_development_goals[0].id	https://metadata.un.org/sdg/17
sustainable_development_goals[0].score	0.550000011920929
sustainable_development_goals[0].display_name	Partnerships for the goals
citation_normalized_percentile.value	0.78066714
citation_normalized_percentile.is_in_top_1_percent	False
citation_normalized_percentile.is_in_top_10_percent	False