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Works (5)
Updated: July 18th, 2024 05:01
2024 article
Assessing predictability of environmental time series with statistical and machine learning models
Bonas, M., Datta, A., Wikle, C. K., Boone, E. L., Alamri, F. S., Hari, B. V., … Castruccio, S. (2024, July 5). ENVIRONMETRICS.
author keywords: environmental modeling; forecasting; time series; uncertainty
UN Sustainable Development Goal Categories
2. Zero Hunger
(Web of Science)
4. Quality Education
(OpenAlex)
Source: Web Of Science
Added: July 17, 2024
2024 article
Catalysing virtual collaboration: The experience of the remote TIES working groups
Meis, M., Pirani, M., Euan, C., Castruccio, S., Simmons, S., Stroud, J. R., … Gel, Y. (2024, May 23). ENVIRONMETRICS.
author keywords: remote; scientific environmental research; working groups
UN Sustainable Development Goal Categories
5. Gender Equality
(Web of Science)
10. Reduced Inequalities
(Web of Science)
Source: Web Of Science
Added: June 3, 2024
2022 article
An illustration of model agnostic explainability methods applied to environmental data
Wikle, C. K., Datta, A., Hari, B. V., Boone, E. L., Sahoo, I., Kavila, I., … Chang, W. (2022, October 25). ENVIRONMETRICS.
author keywords: explainable AI; feature shuffling; LIME; machine learning; Shapley values
TL;DR:
Three general methods for explainability that are model agnostic and thus applicable across a breadth of models without internal explainability are focused on: “feature shuffling”, “interpretable local surrogates’, and “occlusion analysis”.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(Web of Science)
Source: Web Of Science
Added: November 7, 2022
2022 article
Visual Analytics for the Coronavirus COVID-19 Pandemic
Healey, C. G., Simmons, S. J., Manivannan, C., & Ro, Y. (2022, January 18). BIG DATA.
author keywords: coronavirus; COVID-19; data analytics; visualization
MeSH headings : COVID-19 / epidemiology; China / epidemiology; Forecasting; Humans; Pandemics / prevention & control; SARS-CoV-2
TL;DR:
The high-level goal is to provide visualizations of predictive analytics that offer policymakers and the general public insight into the current pandemic state and how it may progress into the future.
(via Semantic Scholar)
UN Sustainable Development Goal Categories
3. Good Health and Well-being
(OpenAlex)
Source: Web Of Science
Added: February 7, 2022
2018 journal article
A general framework for gathering data to quantify annual visitation
Journal of Park and Recreation Administration, 36(1), 1–21.
Source: NC State University Libraries
Added: August 6, 2018
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