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 | 18* | 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 | 17 | 2017 |
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 | 9 | 2018 |
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 | 8 | 2021 |
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 | 7 | 2020 |
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 | 6 | 2013 |
Exploring structural uncertainty using a flow proxy in the depositional domain O Aydin, J Caers SPE Annual Technical Conference and Exhibition, 2014 | 2 | 2014 |
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 | 1 | 2021 |
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 |