Timothy A. Warner

Implementation of machine-learning classification in remote sensing: an applied review

Aaron E. Maxwell, Timothy A. Warner, Fang Fang · International Journal of Remote Sensing · 2018 · 1.8K citations · Full text

Engineering, Machine Learning, Machine-learning Classification +19

Evaluation of Sampling and Cross-Validation Tuning Strategies for Regional-Scale Machine Learning Classification

Christopher A. Ramezan, Timothy A. Warner, Aaron E. Maxwell · Remote Sensing · 2019 · 298 citations · Full text

Cross-validation Tuning Strategies, Engineering, Machine Learning +25

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 · Remote Sensing · 2021 · 289 citations · Full text

Earth Observation, Convolutional Neural Network, Object Categorization +17

Kernel-based extreme learning machine for remote-sensing image classification

Mahesh Pal, Aaron E. Maxwell, Timothy A. Warner · Remote Sensing Letters · 2013 · 202 citations

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 et al. · Remote Sensing · 2021 · 187 citations · Full text

Vector Quantization, Engineering, Machine Learning +30