Estimating COVID-19 cases on a university campus based on Wastewater Surveillance using machine learning regression models

Author:

Senaratna Kavindra Yohan Kuhatheva,Bhatia Sumedha,Giek Goh Shin,Lim Chun Min Benjamin,Gangesh G. Reuben,Peng Lim Cheh,Wong Judith Chui Ching,Ng Lee Ching,Gin Karina Yew-Hoong

Funder

National Environment Agency

National University of Singapore

Publisher

Elsevier BV

Subject

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

Reference32 articles.

1. Quest for optimal regression models in SARS-CoV-2 wastewater based epidemiology;Aberi;Int. J. Environ. Res. Public Health,2021

2. 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

3. Data filtering methods for SARS-CoV-2 wastewater surveillance;Arabzadeh;Water Sci. Technol.,2021

4. Locally weighted learning;Atkeson;Artif. Intell. Rev.,1997

5. Random forests;Breiman;Mach. Learn.,2001

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