Amy N. Rose

According to our database, Amy N. Rose authored at least 11 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Boundary-Aware Adversarial Learning Domain Adaption and Active Learning for Cross-Sensor Building Extraction.

Hsiuhan Lexie Yang, Nikhil Makkar, Melanie Laverdiere, Amy N. Rose

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

2023

A Review of Bayesian Networks for Spatial Data.

Christopher Krapu, Robert N. Stewart, Amy N. Rose

ACM Trans. Spatial Algorithms Syst., March, 2023

2020

Electricity consumption patterns within cities: application of a data-driven settlement characterization method.

Pranab Kanti Roy Chowdhury, Jeanette E. Weaver, Eric M. Weber, Dalton D. Lunga, St. Thomas M. LeDoux, Amy N. Rose, Budhendra L. Bhaduri

Int. J. Digit. Earth, 2020

2019

Performance analysis and optimization for scalable deployment of deep learning models for country-scale settlement mapping on Titan supercomputer.

Kuldeep R. Kurte, Jibonananda Sanyal, Anne Berres, Dalton D. Lunga, Mark Coletti, Hsiuhan Lexie Yang, Daniel Graves, Benjamin Liebersohn, Amy N. Rose

Concurr. Comput. Pract. Exp., 2019

Evolving Larger Convolutional Layer Kernel Sizes for a Settlement Detection Deep-Learner on Summit.

Mark Coletti, Dalton D. Lunga, Jeffrey K. Bassett, Amy N. Rose

Proceedings of the Third IEEE/ACM Workshop on Deep Learning on Supercomputers, 2019

2018

Building Extraction at Scale Using Convolutional Neural Network: Mapping of the United States.

Hsiuhan Lexie Yang, Jiangye Yuan, Dalton D. Lunga, Melanie Laverdiere, Amy N. Rose, Budhendra Bhaduri

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Dynamically-Spaced Geo-Grid Segmentation for Weighted Point Sampling on a Polygon Map Layer (Short Paper).

Kelly M. Sims, Gautam S. Thakur, Kevin A. Sparks, Marie L. Urban, Amy N. Rose, Robert N. Stewart

Proceedings of the 10th International Conference on Geographic Information Science, 2018

2017

Validation of spatiodemographic estimates produced through data fusion of small area census records and household microdata.

Amy N. Rose, Nicholas N. Nagle

Comput. Environ. Urban Syst., 2017

Employing spaceborne multispectral stereo pairs and pedestrian flow modeling to support disaster response activities in urban environments.

Dave Kelbe, Devin White, David Page, Kristin Safi, Andrew Hardin, Amy N. Rose

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2014

Data driven approach for high resolution population distribution and dynamics models.

Budhendra L. Bhaduri, Edward A. Bright, Amy N. Rose, Cheng Liu, Marie L. Urban, Robert N. Stewart

Proceedings of the 2014 Winter Simulation Conference, 2014

2010

Construction of Synthetic Populations with Key Attributes: Simulation Set-Up While Accommodating Multiple Approaches within a Flexible Simulation Platform.

Steven J. Fernandez, Amy N. Rose, Edward A. Bright, Justin M. Beaver, Christopher T. Symons, Olufemi A. Omitaomu, Cathy Jiao

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010