Epidemiological and clinical characteristics of influenza patients in respiratory department under the prediction of autoregressive integrated moving average model
Sign Up to like & getrecommendations! Published in 2021 at "Results in physics"
DOI: 10.1016/j.rinp.2021.104070
Abstract: Abstract this study was to explore the epidemiological distribution characteristics and future development trends of influenza-like illness (ILI) by autoregressive integrated moving average model (ARIMA). The information on ILI in the hospital from January 2016… read more here.
Keywords: autoregressive integrated; integrated moving; moving average; average model ... See more keywords
Improving Daily Peak Flow Forecasts Using Hybrid Fourier-Series Autoregressive Integrated Moving Average and Recurrent Artificial Neural Network Models
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DOI: 10.3390/ai1020017
Abstract: In multi-purpose reservoirs, to achieve optimal operation, sophisticated models are required to forecast reservoir inflow in both short- and long-horizon times with an acceptable accuracy, particularly for peak flows. In this study, an auto-regressive hybrid… read more here.
Keywords: integrated moving; model; series; fourier series ... See more keywords
Adaptive Online Learning for the Autoregressive Integrated Moving Average Models
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DOI: 10.3390/math9131523
Abstract: This paper addresses the problem of predicting time series data using the autoregressive integrated moving average (ARIMA) model in an online manner. Existing algorithms require model selection, which is time consuming and unsuitable for the… read more here.
Keywords: adaptive online; moving average; integrated moving; online learning ... See more keywords