Susan Jeanne Simmons

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.

By: M. Bonas *, A. Datta *, C. Wikle *, E. Boone *, F. Alamri *, B. Hari*, I. Kavila, S. Simmons n ...

author keywords: environmental modeling; forecasting; time series; uncertainty
UN Sustainable Development Goals Color Wheel
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.

By: M. Meis *, M. Pirani *, C. Euan *, S. Castruccio *, S. Simmons n, J. Stroud*, M. Blangiardo *, C. Wikle * ...

author keywords: remote; scientific environmental research; working groups
UN Sustainable Development Goals Color Wheel
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.

By: C. Wikle *, A. Datta *, B. Hari*, E. Boone *, I. Sahoo *, I. Kavila, S. Castruccio *, S. Simmons n, W. Burr *, W. Chang *

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 Goals Color Wheel
UN Sustainable Development Goal Categories
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.

By: C. Healey n, S. Simmons n, C. Manivannan n & Y. Ro n

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 Goals Color Wheel
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.

By: A. Snider, J. Hill, S. Simmons & J. Herstine

Source: NC State University Libraries
Added: August 6, 2018

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2025) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.