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A general machine learning process flow. After data collection and preproce...
Published: 17 July 2020
Figure 1. A general machine learning process flow. After data collection and preprocessing, the data are split for training, testing, and model validation. More
Images
A single layer neural network architecture for sentiment analysis. The arch...
Published: 17 July 2020
Figure 2. A single layer neural network architecture for sentiment analysis. The architecture of the convolutional neural network (CNN) used for the experiment including the vector representations of words and the CNN structure as in ref. [ 15 ]. More
Images
Saliency heat maps. In this figure, we compare four different saliency heat...
Published: 17 July 2020
Figure 3. Saliency heat maps. In this figure, we compare four different saliency heat maps with positive and negative sentiments, drawing student attention to specific words in the examples that strongly contributed to the classification output. The top two heat map examples correspond to negative... More
Images
Sample analytics dashboard in Tableau. The dashboard provides model visuali...
Published: 17 July 2020
Figure 4. Sample analytics dashboard in Tableau. The dashboard provides model visualizations for spatial analysis of consumer sentiment. They are available as interactive visualizations at https://b.gatech.edu/2CJmFKf . More
Journal Articles
Case Studies in the Environment 961302.
Published: 17 July 2020
Journal Articles
Case Studies in the Environment 1112327.
Published: 24 June 2020
Images
Map of the South River and the South Fork of the Shenandoah River. Areas af...
Published: 23 June 2020
Figure 1. Map of the South River and the South Fork of the Shenandoah River. Areas affected by a fish consumption ban (red) and fish consumption advisory (orange) are displayed. More
Images
Images
Images
Geocells and boulders are used to stabilize a section of the river bank in ...
Published: 23 June 2020
Figure 4. Geocells and boulders are used to stabilize a section of the river bank in the Constitution Park area of the South River restoration. Source: South River Science Team. More
Images
Journal Articles
Case Studies in the Environment 962226.
Published: 23 June 2020
Images
Images
Images
Images
Images
Example of shadow measurement in multispectral imagery.  Source : Satellite...
Published: 19 June 2020
Figure 4. Example of shadow measurement in multispectral imagery. Source : Satellite image(s) courtesy of the DigitalGlobe Foundation. More
Journal Articles
Case Studies in the Environment 1112837.
Published: 19 June 2020
Includes: Supplementary data
Journal Articles
Case Studies in the Environment 1112838.
Published: 19 June 2020
Includes: Supplementary data
Images
Aerial view of Veolia and Alliant properties. Credit: City of Baraboo.   FI...
Published: 16 May 2020
FIGURE 1. Aerial view of Veolia and Alliant properties. Credit: City of Baraboo. FIGURE 1. Aerial view of Veolia and Alliant properties. Credit: City of Baraboo. More