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

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

2022The Science of The Total Environment52 citationsDOIOpen Access PDF

Topics & Concepts

Random forestStatisticsPredictive modellingPopulationSampling (signal processing)WastewaterMachine learningComputer scienceEconometricsEnvironmental scienceMathematicsEnvironmental engineeringTelecommunicationsEnvironmental healthMedicineDetectorSARS-CoV-2 detection and testingCOVID-19 epidemiological studiesCOVID-19 diagnosis using AI
An exploration of challenges associated with machine learning for time series forecasting of COVID-19 community spread using wastewater-based epidemiological data | Litcius