Institute for Advanced Analytics

Graduate School

Works Published in 2022

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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 2021 2019 2018 2017 2016 2015
2014 2012 2011 2008 2007 2005 2004 2003 2002 2001 2000 1999

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
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.

By: S. Warren  n

author keywords: 21st century skills; ballet; data analysts; learning transfer; professional science Master's; qualitative research
Source: Web Of Science
Added: May 17, 2021