Amy N. Rose

Orcid: 0000-0003-1597-0301

According to our database1, Amy N. Rose authored at least 10 papers between 2010 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

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Bibliography

2023
A Review of Bayesian Networks for Spatial Data.
ACM Trans. Spatial Algorithms Syst., March, 2023

2020
Electricity consumption patterns within cities: application of a data-driven settlement characterization method.
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.
Concurr. Comput. Pract. Exp., 2019

Evolving Larger Convolutional Layer Kernel Sizes for a Settlement Detection Deep-Learner on Summit.
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.
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).
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.
Comput. Environ. Urban Syst., 2017

Employing spaceborne multispectral stereo pairs and pedestrian flow modeling to support disaster response activities in urban environments.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2014
Data driven approach for high resolution population distribution and dynamics models.
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.
Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010


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