Institute for Advanced Analytics

Works Published in 2022

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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.

co-author countries: Canada 🇨🇦 India 🇮🇳
author keywords: explainable AI; feature shuffling; LIME; machine learning; Shapley values
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.

By: A. Villanes n & C. Healey n

author keywords: Dengue fever; Text analytics; Sentiment
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.

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
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
Source: Web Of Science
Added: May 17, 2021

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