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Researcher Profile

Aaron E. Maxwell

🏛 Department of Geology and Geography, West Virginia University, Morgantown, WV 26505, USA

0000-0002-4412-5599

4

Publications

586

Citations

7

Co-Authors

2

Active Years

Publications

Open Access Journal Article Remote Sensing Jan 30, 2024

Selecting and Interpreting Multiclass Loss and Accuracy Assessment Metrics for Classifications with Class Imbalance: Guidance and Best Practices

Sarah Farhadpour · Timothy A. Warner · Aaron E. Maxwell

10.3390/rs16030533 94 citations

Open Access Journal Article Remote Sensing Dec 08, 2021

Explainable Boosting Machines for Slope Failure Spatial Predictive Modeling

Aaron E. Maxwell · Maneesh Sharma · Kurt A. Donaldson

10.3390/rs13244991 54 citations

Open Access Journal Article Remote Sensing Jun 23, 2021

Accuracy Assessment in Convolutional Neural Network-Based Deep Learning Remote Sensing Studies—Part 1: Literature Review

Aaron E. Maxwell · Timothy A. Warner · Luis Andrés Guillén

10.3390/rs13132450 260 citations

Open Access Journal Article Remote Sensing Jan 21, 2021

Effects of Training Set Size on Supervised Machine-Learning Land-Cover Classification of Large-Area High-Resolution Remotely Sensed Data

Christopher A. Ramezan · Timothy A. Warner · Aaron E. Maxwell · Bradley S. Price

10.3390/rs13030368 178 citations

Publication Timeline

2024

1

2021

3

Frequent Co-Authors

Timothy A. Warner

Sarah Farhadpour

Kurt A. Donaldson

Bradley S. Price

Christopher A. Ramezan

Luis Andrés Guillén