Följ
Orhun Aydin
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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
35*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
222017
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
202021
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
202018
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
122020
Image transforms for determining fit-for-purpose complexity of geostatistical models in flow modeling
O Aydin, J Caers
Computational Geosciences 17, 417-429, 2013
82013
Environmental and demographic factors affecting childhood academic performance in Los Angeles county: A generalized linear elastic net regression model
B Minaravesh, O Aydin
Remote Sensing Applications: Society and Environment 30, 100942, 2023
22023
Exploring structural uncertainty using a flow proxy in the depositional domain
O Aydin, J Caers
SPE Annual Technical Conference and Exhibition?, SPE-170884-MS, 2014
22014
A five-year milestone: reflections on advances and limitations in GeoAI research
Y Hu, M Goodchild, AX Zhu, M Yuan, O Aydin, B Bhaduri, S Gao, W Li, ...
Annals of GIS, 1-14, 2024
12024
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), 22, 2022
12022
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
Modeling Structural Uncertainty in Depositional Domain Using Structural Analogs
O Aydin, JK Caers
77th EAGE Conference and Exhibition-Workshops 2015 (1), 1-5, 2015
12015
A workflow for building a synthetic benchmark dataset for fractured reservoirs
A Roy*, Y Shin, T Mukerji, J Caers, O Aydin
SEG Technical Program Expanded Abstracts 2014, 2428-2432, 2014
12014
A Benchmark Dataset for Fractured Reservoirs
A Roy, Y Shin, P Li, O Aydin, A Jung, T Mukerji, J Caers, SG Solutions
Stanford University, 2012
12012
arcgisbinding: An R package for integrating R and ArcGIS
O Aydin, D Pavlushko, S Walbridge, S Kopp, MV Janikas
Environmental Modelling & Software 172, 105904, 2024
2024
Graph Neural Network Double Q-Learning for Road Network Resilience Planning Under Climate Change-Induced Flooding Events
O Aydin
AGU Fall Meeting 2023, 2023
2023
Sub-seasonal Atmospheric River Forecasting with a Random Forest Model Using Teleconnection Pattern Indices
R Kelly, O Aydin
AGU Fall Meeting 2023, 2023
2023
Deep Q-Learning Framework for Quantitative Climate Change Adaptation Policy for Florida Road Network due to Extreme Precipitation
O Aydin
2023
Probabilistic Regionalization via Evidence Accumulation with Random Spanning Trees as Weak Spatial Representations
O Aydin, MV Janikas, RM Assunção, TH Lee
Geographical Analysis, 2023
2023
Modeling the Impact of Climate Change on Space-Time Patterns of Fallowing in Contiguous United States Under Data Uncertainty
O Aydin
AGU Fall Meeting Abstracts 2022, IN32A-01, 2022
2022
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Artiklar 1–20