About: Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines Goto Sponge NotDistinct Permalink

An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

Attributes	Values
type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
has title	Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines
Creator	Demertzis, Konstantinos Magafas, Lykourgos Tsiotas, Dimitrios
Source	Medline; PMC
abstract	Within the complex framework of anti-COVID-19 health management, where the criteria of diagnostic testing, the availability of public-health resources and services, and the applied anti-COVID-19 policies vary between countries, the reliability and accuracy in the modeling of temporal spread can prove to be effective in the worldwide fight against the disease. This paper applies an exploratory time-series analysis to the evolution of the disease in Greece, which currently suggests a success story of COVID-19 management. The proposed method builds on a recent conceptualization of detecting connective communities in a time-series and develops a novel spline regression model where the knot vector is determined by the community detection in the complex network. Overall, the study contributes to the COVID-19 research by proposing a free of disconnected past-data and reliable framework of forecasting, which can facilitate decision-making and management of the available health resources.
has issue date	2020-06-30(xsd:dateTime)
bibo:doi	10.3390/ijerph17134693
bibo:pmid	32629791
has license	cc-by
sha1sum (hex)	333092a6f95350473918f7a34984dc1883853e5e
schema:url	https://doi.org/10.3390/ijerph17134693
resource representing a document's title	Modeling and Forecasting the COVID-19 Temporal Spread in Greece: An Exploratory Approach Based on Complex Network Defined Splines
has PubMed Central identifier	PMC7370089
has PubMed identifier	32629791
schema:publication	Int J Environ Res Public Health
resource representing a document's body	covid:333092a6f95350473918f7a34984dc1883853e5e#body_text
is schema:about of	named entity 'DIAGNOSTIC TESTING' named entity 'GREECE' named entity 'ACCURACY' named entity 'PAST' named entity 'POLICIES' named entity 'COVID-19' named entity 'time-series' named entity 'public-health' named entity 'COVID-19' named entity 'time-series analysis' named entity 'COVID-19' named entity 'resources and services' named entity 'RMSE' named entity 'personal hygiene' named entity 'evolution' named entity 'social distancing' named entity 'data mining' named entity 'clinical methods' named entity 'Greece' named entity 'ICU' named entity 'dependent variable' named entity 'short-term' named entity 'Greece' named entity 'dyspnea' named entity 'visibility graph' named entity 'Greece' named entity 'infection' named entity 'polymerase chain reaction' named entity 'Greece' named entity 'COVID-19' named entity 'social distance' named entity '10 March' named entity 'COVID-19' named entity 'Greece' named entity 'correlation' named entity 'response variable' named entity 'cause-effect' named entity 'correlation coefficients' named entity 'Europe' named entity 'correlation coefficients' named entity 'social distancing' named entity 'China' named entity 'Greece' named entity 'vector' named entity 'active measures' named entity 'COVID' named entity 'COVID' named entity 'time-series' named entity 'COVID' named entity 'COVID-19' named entity 'ICU' named entity 'cubic regression' named entity 'evolution' named entity 'dependent variable' named entity 'vector' named entity 'social distancing' named entity '10 March' named entity 'time-series' named entity '01 level' named entity 'Greece' named entity 'Italy' named entity 'neural network' named entity 'contagious disease' named entity 'decision-making' named entity 'evolution' named entity 'Kozani' named entity 'COVID-19' named entity 'Figure 8' named entity 'Greece' named entity 'vector' named entity 'regression analysis' named entity 'Europe' named entity 'Europe' named entity 'Greece' named entity '1, 2' named entity 'COVID-19' named entity '10 March' named entity 'ICU' named entity 'coevolution'

Faceted Search & Find service v1.13.91 as of Mar 24 2020

Alternative Linked Data Documents: Sponger | ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3229 as of Jul 10 2020, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (94 GB total memory)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software