Zachary L. Langford

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 7

Top Topics

Training Dataset

Imbalanced Datasets

Convolutional Neural Networks

Top Venues

Publications

Thomas P. Karnowski, Deniz Aykac, Regina K. Ferrell, Christy Gambrell, Zachary L. Langford, Lauren Torkelson
Leveraging gradient weighted class activation mapping to improve classification effectiveness: Case study in transportation infrastructure characterization. IRIACV (2022)
Zachary L. Langford, Logan Eisenbeiser, Matthew Vondal
Robust Signal Classification Using Siamese Networks. WiseML@WiSec (2019)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
Deep Transfer Learning With Field-Based Measurements for Large Area Classification. ICDM Workshops (2019)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Amy L. Breen, Colleen M. Iversen
Arctic Vegetation Mapping Using Unsupervised Training Datasets and Convolutional Neural Networks. Remote. Sens. 11 (1) (2019)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
Wildfire Mapping in Interior Alaska Using Deep Neural Networks on Imbalanced Datasets. ICDM Workshops (2018)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman
Convolutional Neural Network Approach for Mapping Arctic Vegetation Using Multi-Sensor Remote Sensing Fusion. ICDM Workshops (2017)
Zachary L. Langford, Jitendra Kumar, Forrest M. Hoffman, Richard J. Norby, Stan D. Wullschleger, Victoria L. Sloan, Colleen M. Iversen
Mapping Arctic Plant Functional Type Distributions in the Barrow Environmental Observatory Using WorldView-2 and LiDAR Datasets. Remote. Sens. 8 (9) (2016)