Institute for Advanced Analytics

Graduate School

Works Published in 2022

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Displaying all 3 works

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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.

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

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, S. Simmons, C. Manivannan & Y. Ro n

author keywords: coronavirus; COVID-19; data analytics; visualization
Source: Web Of Science
Added: February 7, 2022