Cargando…

A Simulation-Based Study on the Comparison of Statistical and Time Series Forecasting Methods for Early Detection of Infectious Disease Outbreaks

Early detection of infectious disease outbreaks is one of the important and significant issues in syndromic surveillance systems. It helps to provide a rapid epidemiological response and reduce morbidity and mortality. In order to upgrade the current system at the Korea Centers for Disease Control a...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yang, Eunjoo, Park, Hyun Woo, Choi, Yeon Hwa, Kim, Jusim, Munkhdalai, Lkhagvadorj, Musa, Ibrahim, Ryu, Keun Ho
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2018
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5982005/ https://www.ncbi.nlm.nih.gov/pubmed/29751672 http://dx.doi.org/10.3390/ijerph15050966

Ejemplares similares

Comparing Short-Term Univariate and Multivariate Time-Series Forecasting Models in Infectious Disease Outbreak
por: Assad, Daniel Bouzon Nagem, et al.
Publicado: (2022)

Technology to advance infectious disease forecasting for outbreak management
por: George, Dylan B., et al.
Publicado: (2019)

A time series-based statistical approach for outbreak spread forecasting: Application of COVID-19 in Greece
por: Katris, Christos
Publicado: (2021)

Self-training in significance space of support vectors for imbalanced biomedical event data
por: Munkhdalai, Tsendsuren, et al.
Publicado: (2015)

Student Enrollment and Teacher Statistics Forecasting Based on Time-Series Analysis
por: Yang, Stephanie, et al.
Publicado: (2020)

DOVE: An Infectious Disease Outbreak Statistics Visualization System
Publicado: (2018)

SAS for forecasting time series
por: Brocklebank, John, et al.
Publicado: (2018)

Statistical methods for forecasting
por: Abraham, Bovas, et al.
Publicado: (2009)

Statistical demography and forecasting
por: Alho, Juha M, et al.
Publicado: (2005)

Robustness in statistical forecasting
por: Kharin, Yuriy
Publicado: (2013)

AI in Healthcare: Time-Series Forecasting Using Statistical, Neural, and Ensemble Architectures
por: Kaushik, Shruti, et al.
Publicado: (2020)

Incorporating domain knowledge in chemical and biomedical named entity recognition with word representations
por: Munkhdalai, Tsendsuren, et al.
Publicado: (2015)

Detecting Presymptomatic Infection Is Necessary to Forecast Major Epidemics in the Earliest Stages of Infectious Disease Outbreaks
por: Thompson, Robin N., et al.
Publicado: (2016)

Relaxation of anti-COVID-19 measures reveals new challenges for infectious disease outbreak forecasting
por: Brady, Oliver J, et al.
Publicado: (2023)

Applications of soft computing in time series forecasting: simulation and modeling techniques
por: Singh, Pritpal
Publicado: (2016)

An artificially simulated outbreak of a respiratory infectious disease
por: Guo, Zuiyuan, et al.
Publicado: (2020)

Long-term time-series pollution forecast using statistical and deep learning methods
por: Nath, Pritthijit, et al.
Publicado: (2021)

Time-series forecasting /
por: Chatfield, Christopher
Publicado: (2000)

Time-Series Forecasting
por: Chatfield, Chris
Publicado: (2000)

Statistical postprocessing of ensemble forecasts
por: Vannitsem, Stéphane, et al.
Publicado: (2018)

Statistical forecasting for inventory control
por: Brown, Robert Goodell
Publicado: (1959)

Sliding window time series forecasting with multilayer perceptron and multiregression of COVID-19 outbreak in Malaysia
por: Norwawi, Norita Md
Publicado: (2021)

An Infectious Disease Outbreak Simulator Based on the Cellular Automata Paradigm
por: Venkatachalam, Sangeeta, et al.
Publicado: (2006)

Real-time Forecast of Multiphase Outbreak
por: Hsieh, Ying-Hen, et al.
Publicado: (2006)

Introduction to time series and forecasting
por: Brockwell, Peter, et al.
Publicado: (2002)

Introduction to time series and forecasting
por: Brockwell, Peter J, et al.
Publicado: (1996)

Introduction to time series and forecasting
por: Brockwell, Peter J, et al.
Publicado: (2016)

Introduction to time series and forecasting /
por: Brockwell, Peter J.
Publicado: (2002)

Time series and forecasting with IDA /
por: Roberts, Harry V.
Publicado: (1984)

Introduction to time series and forecasting /
por: Brockwell, Peter J.
Publicado: (1996)

Forecasting economic time series /
por: Clements, Michael P.
Publicado: (1998)

Statistical machine learning forecasting simulation for discipline prediction and cost estimation of COVID-19 pandemic
por: Ghosh, Papri, et al.
Publicado: (2021)

Forecasting respiratory infectious outbreaks using ED-based syndromic surveillance for febrile ED visits in a Metropolitan City
por: Kim, Tae Han, et al.
Publicado: (2019)

Comparison of Statistical Algorithms for the Detection of Infectious Disease Outbreaks in Large Multiple Surveillance Systems
por: Enki, Doyo G., et al.
Publicado: (2016)

Using statistics and mathematical modelling to understand infectious disease outbreaks: COVID-19 as an example
por: Overton, Christopher E., et al.
Publicado: (2020)

Forecasting, time series, and regression : an applied approach /
por: Bowerman, Bruce L.
Publicado: (2005)

Trend and forecasting of the COVID-19 outbreak in China
por: Li, Qiang, et al.
Publicado: (2020)

Report of the Korean Society of Infectious Diseases Roundtable Discussion on Responses to the Measles Outbreaks in Korea in 2019
por: Seok, Hyeri, et al.
Publicado: (2021)

Introduction to time series analysis and forecasting
por: Montgomery, Douglas C, et al.
Publicado: (2008)

Time series analysis forecasting and control
por: Box, George Edward Pelham
Publicado: (1970)

Cannot write session to /tmp/vufind_sessions/sess_3p6kc8ecdqpb2038riar9ni44q