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Robert Stewart
Principal Researcher, Oak Ridge National Laboratory
Joined
December 2022
Names
Robert Stewart
(Preferred)
,
Robert N. Stewart
Emails
****@ornl.gov
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
Principal Researcher
Oak Ridge National Laboratory
(ornl.gov)
2009
–
Present
Principal Researcher
University of Tennessee, Knoxville
(utk.edu)
1994
–
2009
Advisors, Relations & Conflicts
No relations added
Expertise
Deep Learning
2015
–
Present
Machine Learning
2015
–
Present
Geographic Information Science
2009
–
Present
Data Mining
2009
–
Present
Data Science
1994
–
Present
Spatiotemporal Modeling
1994
–
Present
Environmental Risk
1994
–
Present
Decision Support
1994
–
Present
Uncertainty
1994
–
Present
Publications
Imputing Incomplete Building Attribute Data Using Expert-Guided Variational Autoencoders (EGVAE)
Pranav Sankhe
,
Jesse Piburn
,
Justin Jacobs
,
Michael Lindgren
,
Robert Stewart
Submitted to ICLR 2026
Readers:
Everyone
DeepSpatial'22: The 3rd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems
Zhe Jiang
,
Liang Zhao
,
Xun Zhou
,
Robert N. Stewart
,
Junbo Zhang
,
Shashi Shekhar
,
Jieping Ye
2022 (modified: 17 Jan 2023)
KDD 2022
Readers:
Everyone
DeepSpatial'21: 2nd International Workshop on Deep Learning for Spatiotemporal Data, Applications, and Systems
Xun Zhou
,
Liang Zhao
,
Zhe Jiang
,
Robert N. Stewart
,
Shashi Shekhar
,
Jieping Ye
2021 (modified: 17 Jan 2023)
KDD 2021
Readers:
Everyone
ReSFlow: A Remote Sensing Imagery Data-Flow for Improved Model Generalization
Dalton D. Lunga
,
Jacob Arndt
,
Jonathan Gerrand
,
Robert N. Stewart
2021 (modified: 02 Feb 2023)
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2021
Readers:
Everyone
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics
Dalton D. Lunga
,
Jonathan Gerrand
,
Hsiuhan Lexie Yang
,
Christopher Layton
,
Robert N. Stewart
2020 (modified: 02 Feb 2023)
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 2020
Readers:
Everyone
Apache Spark Accelerated Deep Learning Inference for Large Scale Satellite Image Analytics
Dalton D. Lunga
,
Jonathan Gerrand
,
Hsiuhan Lexie Yang
,
Christopher Layton
,
Robert N. Stewart
2019 (modified: 02 Feb 2023)
CoRR 2019
Readers:
Everyone
revengc: An R package to Reverse Engineer Summarized Data
Samantha Duchscherer
,
Robert N. Stewart
,
Marie L. Urban
2018 (modified: 02 Feb 2023)
R J. 2018
Readers:
Everyone
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
2018 (modified: 02 Feb 2023)
GIScience 2018
Readers:
Everyone
High performance Data Driven Agent-based Modeling Framework for Simulation of Commute Mode Choices in Metropolitan Area
Byung H. Park
,
H. M. Abdul Aziz
,
April Morton
,
Robert N. Stewart
2018 (modified: 02 Feb 2023)
ITSC 2018
Readers:
Everyone
Facility detection and popularity assessment from text classification of social media and crowdsourced data
Kevin A. Sparks
,
Roger G. Li
,
Gautam S. Thakur
,
Robert N. Stewart
,
Marie L. Urban
2016 (modified: 02 Feb 2023)
GIR 2016
Readers:
Everyone
View all 16 publications
Co-Authors
Amy N. Rose
April Morton
Budhendra L. Bhaduri
Byung H. Park
Cheng Liu
Christopher Layton
Dalton D. Lunga
Edward A. Bright
Gautam S. Thakur
H. M. Abdul Aziz
Hsiuhan Lexie Yang
Jacob Arndt
Jesse O. Piburn
Jesse Piburn
Jieping Ye
Jonathan Gerrand
Junbo Zhang
Justin Jacobs
Kelly M. Sims
Kevin A. Sparks
Liang Zhao
Marie L. Urban
Michael Lindgren
Pranav Sankhe
Roger G. Li
View all 30 co-authors