An exploration of challenges associated with machine learning for time series forecasting of COVID-19 community spread using wastewater-based epidemiological data

Author:

Vaughan Liam,Zhang Muyang,Gu Haoran,Rose Joan B.,Naughton Colleen C.,Medema Gertjan,Allan Vajra,Roiko Anne,Blackall Linda,Zamyadi Arash

Publisher

Elsevier BV

Subject

Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering

Reference46 articles.

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3. First confirmed detection of SARS-CoV-2 in untreated wastewater in Australia: a proof of concept for the wastewater surveillance of COVID-19 in the community;Ahmed;Sci. Total Environ.,2020

4. Evaluating the effect of dataset size on predictive model using supervised machine learning technique;Ajiboye;International Journal of Computer Systems & Software Engineering,2015

5. Analysis of Machine Learning Techniques for Anomaly Detection in the Internet of Things;Brady;2018 IEEE Latin American Conference on Computational Intelligence (LA-CCI),2018

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