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ORCIDDaniel M. Runfola
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2020 – today
- 2024
[j8]Daniel M. Runfola, Anthony Stefanidis, Zhonghui Lv
, Joseph O'Brien, Heather Baier:
A multi-glimpse deep learning architecture to estimate socioeconomic census metrics in the context of extreme scope variance. Int. J. Geogr. Inf. Sci. 38(4): 726-750 (2024)- [j7]Seth Goodman, Ariel BenYishay, Daniel M. Runfola:
Spatiotemporal Prediction of Conflict Fatality Risk Using Convolutional Neural Networks and Satellite Imagery. Remote. Sens. 16(18): 3411 (2024) - [c3]Heather Baier, Daniel M. Runfola:
Spatially Adaptive Convolutional Networks with Coordinate-Conditioned Layers. SIGSPATIAL/GIS 2024: 549-552 - 2023
- [j6]Zhonghui Lv, Karinna Nunez, Ethan Brewer, Daniel M. Runfola:
pyShore: A deep learning toolkit for shoreline structure mapping with high-resolution orthographic imagery and convolutional neural networks. Comput. Geosci. 171: 105296 (2023) - [i1]Ethan Brewer, Zhonghui Lv, Daniel M. Runfola:
Tracking the industrial growth of modern China with high-resolution panchromatic imagery: A sequential convolutional approach. CoRR abs/2301.09620 (2023) - 2022
- [j5]Ethan Brewer, Jason Lin, Daniel S. Miller Runfola:
Susceptibility & defense of satellite image-trained convolutional networks to backdoor attacks. Inf. Sci. 603: 244-261 (2022) - [j4]Daniel S. Miller Runfola, Heather Baier, Laura Mills, Maeve Naughton-Rockwell, Anthony Stefanidis:
Deep learning fusion of satellite and social information to estimate human migratory flows. Trans. GIS 26(6): 2495-2518 (2022) - 2021
- [j3]Seth Goodman, Ariel BenYishay, Daniel M. Runfola:
A convolutional neural network approach to predict non-permissive environments from moderate-resolution imagery. Trans. GIS 25(2): 674-691 (2021)
2010 – 2019
- 2019
- [j2]Seth Goodman, Ariel BenYishay, Zhonghui Lv, Daniel M. Runfola:
GeoQuery: Integrating HPC systems and public web-based geospatial data tools. Comput. Geosci. 122: 103-112 (2019) - 2017
- [c2]Jianing Zhao, Daniel M. Runfola, Peter Kemper:
Quantifying Heterogeneous Causal Treatment Effects in World Bank Development Finance Projects. ECML/PKDD (3) 2017: 204-215 - [c1]Jianing Zhao, Daniel M. Runfola, Peter Kemper:
Simulation study in quantifying heterogeneous causal effects. WSC 2017: 2650-2661 - 2013
- [j1]Daniel S. Miller Runfola, Robert Gilmore Pontius Jr.:
Measuring the temporal instability of land change using the Flow matrix. Int. J. Geogr. Inf. Sci. 27(9): 1696-1716 (2013)
Coauthor Index
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