Works Published in 2022
Displaying all 4 works
Sorted by most recent date added to the index first, which may not be the same as publication date order.
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
2. Zero Hunger
(Web of Science)
Source: Web Of Science
Added: November 7, 2022
2022 article
Domain-specific text dictionaries for text analytics
Villanes, A., & Healey, C. G. (2022, July 11). INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS.
author keywords: Dengue fever; Text analytics; Sentiment
TL;DR:
A semiautomatic method for extending a general sentiment dictionary for a specific target domain in a way that minimizes manual effort and is integrated into an epidemiology surveillance system that includes sentiment visualization.
(via Semantic Scholar)
Source: Web Of Science
Added: July 26, 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
2022 journal article
Ballerinas as analysts: Former ballet dancers' transfer of 21st century skills to careers as data analysts
INDUSTRY AND HIGHER EDUCATION, 36(2), 138–150.
author keywords: 21st century skills; ballet; data analysts; learning transfer; professional science Master's; qualitative research
UN Sustainable Development Goal Categories
4. Quality Education
(Web of Science)
Source: Web Of Science
Added: May 17, 2021
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© (2024) 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.
