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Orhun Aydin
Orhun Aydin
Saint Louis University
Verified email at jh.edu
Title
Cited by
Cited by
Year
Artificial Intelligence Approaches
M Hu, Y., Li, W., Wright, D., Aydin, O., Wilson, D., Maher, O, and Raad
The Geographic Information Science & Technology Body of Knowledge, 2019
20*2019
Quantifying structural uncertainty on fault networks using a marked point process within a Bayesian framework
O Aydin, JK Caers
Tectonophysics 712, 101-124, 2017
172017
A quantitative comparison of regionalization methods
O Aydin, MV Janikas, RM Assunção, TH Lee
International Journal of Geographical Information Science 35 (11), 2287-2315, 2021
102021
SKATER-CON: Unsupervised regionalization via stochastic tree partitioning within a consensus framework using random spanning trees
O Aydin, MV Janikas, R Assunçao, TH Lee
Proceedings of the 2nd ACM SIGSPATIAL international workshop on AI for …, 2018
92018
Sensitivity analysis for covid-19 epidemiological models within a geographic framework
Z Wang, O Aydin
Proceedings of the 1st ACM SIGSPATIAL International Workshop on Modeling and …, 2020
82020
Image transforms for determining fit-for-purpose complexity of geostatistical models in flow modeling
O Aydin, J Caers
Computational Geosciences 17 (2), 417-429, 2013
62013
Exploring structural uncertainty using a flow proxy in the depositional domain
O Aydin, J Caers
SPE Annual Technical Conference and Exhibition, 2014
22014
Quantifying the Impact of a Tsunami on Data-Driven Earthquake Relief Zone Planning in Los Angeles County via Multivariate Spatial Optimization
Y Gu, O Aydin, J Sosa
Geosciences 11 (2), 99, 2021
12021
Conservation planning implications of modeling seagrass habitats with sparse absence data: a balanced random forest approach
O Aydin, C Osorio-Murillo, KA Butler, D Wright
Journal of Coastal Conservation 26 (3), 1-22, 2022
2022
Proven AI/ML applications in the Earth Sciences I Oral
O Aydin, E Law, JF Klump
AGU Fall Meeting 2021, 2021
2021
A Generalized Linear Elastic Net Regression to Model Impacts of Environmental and Demographic Factors on Childhood Academic Performance
B Minaravesh, O Aydin
AGU Fall Meeting Abstracts 2021, GH21A-06, 2021
2021
Management and Analysis of Maritime Geospatial Data During COVID-19: Case Studies, Opportunities and Challenges
RP Urbina, O Aydin, S Snow
COVID-19 Pandemic, Geospatial Information, and Community Resilience, 123-136, 2021
2021
Data-Driven Research in the Earth and Planetary Sciences I Posters
WT Wood, JF Klump, E Law, O Aydin
AGU Fall Meeting 2020, 2020
2020
Modeling Mobility Patterns Uncertainty of Twitter Feeds During an Earthquake Using Spatio-Temporal Point Process Models
SM Thumala, O Aydin
AGU Fall Meeting 2020, 2020
2020
Modeling Mobility Patterns Uncertainty of Twitter Feeds During an Earthquake Using Spatio-Temporal Point Process Models
S Madhusudhan Thumala, O Aydin
AGU Fall Meeting Abstracts 2020, EP046-0003, 2020
2020
Democratizing Safety During an Earthquake: Multi-Disciplinary Spatial Optimization for Defining Evacuation Centers with Fair Access in LA County
Y Gu, J Sosa, O Aydin
AGU Fall Meeting Abstracts 2020, NH007-0010, 2020
2020
Spatio-Temporal Colocation Causality Analysis of Injected Water and Induced Earthquakes in Oklahoma
O Aydin
AGU Fall Meeting Abstracts 2020, NH007-0021, 2020
2020
A Random Forest Based Spatiotemporal Regression Model for the Impact of Greenspace on Childhood Academic Performance.
B Minaravesh, O Aydin
AGU Fall Meeting Abstracts 2020, GC068-0001, 2020
2020
Geospatial Intelligence: Data-Driven Research in the Earth Sciences II Posters
JF Klump, O Aydin, E Law, WT Wood
AGU Fall Meeting 2019, 2019
2019
Earth Data Science Education: Training Earth Scientists for Interdisciplinary Work on New and Emerging Approaches eLightning
O Aydin, DD Pennington, SR Shrestha, Y Gil
AGU Fall Meeting 2019, 2019
2019
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