Model: UVAFluX - UVAFluX-Ensemble

    Name: Ensemble of statistical and deep learning models
    Abbreviation: UVAFluX-Ensemble
    Owner: lshandross
    Team name: UVAFluX
    Description: An ensemble of multiple statistical and deep learning models.
    Contributors: Aniruddha Adiga (UVA) <aniruddha@virginia.edu>, Benjamin Hurt (UVA) <benjaminhurt@virginia.edu>, Gursharn Kaur (UVA) <gursharn@virginia.edu>, Bryan Lewis (UVA) <bl4zc@virginia.edu>, Madhav Marathe (UVA) <marathe@virginia.edu>, Srinivasan Venkatramanan (UVA) <srini@virginia.edu>, Lacey Critchley (UVA) <lcritchley@virginia.edu>, Brian Klahn (UVA) <briandk@virginia.edu>
    License: Creative Commons Attribution 4.0
    Notes: Designated model // Data inputs: Daily and weekly incident flu hospitalizations from HHS
    Citation:
    Methods: This is a US national and state-level multi-method model forecasting the new influenza hospitalizations. Multiple methods include ARIMA (optimized for length of observed data), exponential smoothing (optimized for length of observed data), LSTM model, Kalman filter, and piecewise-linear approximation model for trend projection. The model forecasts are combined using Bayesian model averaging, mean-, or median-based ensembling strategies.
    Home: https://biocomplexity.virginia.edu/institute/divisions/network-systems-science-and-advanced-computing
    Auxiliary data: (No URL)

    Forecasts (29)

    Timezero Data Source Upload Time Issued at Version
    2024-04-27 forecast-738162635541.json 2024-04-25 11:22:48 UTC 2024-04-25 11:22:48 UTC
    2024-04-20 (No data)
    2024-04-13 forecast-73e3271183a5.json 2024-04-12 11:22:51 UTC 2024-04-12 11:22:51 UTC
    2024-04-06 forecast-73a776395072.json 2024-04-04 11:22:35 UTC 2024-04-04 11:22:35 UTC
    2024-03-30 forecast-7582fcf4241.json 2024-03-28 11:26:23 UTC 2024-03-28 11:26:23 UTC
    2024-03-23 forecast-7555263569e.json 2024-03-21 11:26:26 UTC 2024-03-21 11:26:26 UTC
    2024-03-16 forecast-75a44ab1b624.json 2024-03-14 11:25:18 UTC 2024-03-14 11:25:18 UTC
    2024-03-09 forecast-75e230b38de8.json 2024-03-07 11:25:35 UTC 2024-03-07 11:25:35 UTC
    2024-03-02 forecast-75204edfb76d.json 2024-03-01 15:33:28 UTC 2024-03-01 15:33:28 UTC
    2024-06-01 (No data)
    2024-05-25 (No data)
    2024-05-18 (No data)
    2024-05-11 (No data)
    2024-05-04 forecast-73aebac0163.json 2024-05-02 11:23:02 UTC 2024-05-02 11:23:02 UTC
    2024-02-24 forecast-74e751013843.json 2024-02-22 11:25:10 UTC 2024-02-22 11:25:10 UTC
    2024-02-17 forecast-75472a03b397.json 2024-02-15 11:24:56 UTC 2024-02-15 11:24:56 UTC
    2024-02-10 forecast-74e8541a4795.json 2024-02-08 11:25:25 UTC 2024-02-08 11:25:25 UTC
    2024-02-03 forecast-750e2a06afdd.json 2024-02-02 11:24:30 UTC 2024-02-02 11:24:30 UTC
    2024-01-27 forecast-756e47ec6806.json 2024-01-25 11:26:23 UTC 2024-01-25 11:26:23 UTC
    2024-01-20 forecast-74f82a5ff0dd.json 2024-01-18 11:25:08 UTC 2024-01-18 11:25:08 UTC
    2024-01-13 forecast-75201392124b.json 2024-01-11 11:25:17 UTC 2024-01-11 11:25:17 UTC
    2024-01-06 forecast-74f96b6df1a7.json 2024-01-04 11:25:12 UTC 2024-01-04 11:25:12 UTC
    2023-12-30 forecast-74dfd4b918b.json 2023-12-28 11:25:03 UTC 2023-12-28 11:25:03 UTC
    2023-12-23 forecast-74d125883550.json 2023-12-21 11:25:20 UTC 2023-12-21 11:25:20 UTC
    2023-12-16 forecast-75bc443bf67f.json 2023-12-14 11:25:18 UTC 2023-12-14 11:25:18 UTC
    2023-12-09 forecast-75c129623265.json 2023-12-08 15:43:31 UTC 2023-12-08 15:43:31 UTC
    2023-12-02 forecast-4fd036ea111f.json 2023-12-07 15:03:35 UTC 2023-12-07 15:03:35 UTC
    2023-11-25 forecast-363c8f41933.json 2023-11-28 16:25:17 UTC 2023-11-28 16:25:17 UTC
    2023-11-18 forecast-363c52836d5c.json 2023-11-28 16:25:15 UTC 2023-11-28 16:25:15 UTC
    2023-11-11 forecast-363c38ed4a1f.json 2023-11-28 16:25:13 UTC 2023-11-28 16:25:13 UTC
    2023-11-04 forecast-363c331edea.json 2023-11-28 16:25:10 UTC 2023-11-28 16:25:10 UTC
    2023-10-28 forecast-363c71ca6fda.json 2023-11-28 16:25:08 UTC 2023-11-28 16:25:08 UTC
    2023-10-21 forecast-363c67c91a3b.json 2023-11-28 16:25:05 UTC 2023-11-28 16:25:05 UTC
    2023-10-14 forecast-363c1aa8303c.json 2023-11-28 16:25:02 UTC 2023-11-28 16:25:02 UTC
    2023-10-07 (No data)