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2020 – today
- 2024
[c10]Jae Choi, Yuzhou Chen, Huikyo Lee, Hyun Kim, Yulia R. Gel:
SNN-PDE: Learning Dynamic PDEs from Data with Simplicial Neural Networks. AAAI 2024: 11561-11569- [i5]Abdullah al-Raihan Nayeem, Dongyun Han, Huikyo Lee, Donghoon Kim, Daniel Feldman, William J. Tolone, Daniel J. Crichton, Isaac Cho:
A Survey on Exploratory Spatiotemporal Visual Analytics Approaches for Climate Science. CoRR abs/2407.21199 (2024) - 2023
- [c9]Naoki Abe
, Kathleen Buckingham, Yuzhou Chen, Bistra Dilkina, Emre Eftelioglu, Auroop R. Ganguly, Yulia R. Gel, James Hodson, Ramakrishnan Kannan, Huikyo Lee, Jiafu Mao, Rose Yu:
Fragile Earth: AI for Climate Sustainability - From Wildfire Disaster Management to Public Health and Beyond. KDD 2023: 5845-5846 - 2022
- [c8]Abdullah al-Raihan Nayeem, Huikyo Lee, Dongyun Han, Mohammed Elshambakey, William J. Tolone, Todd Dobbs, Daniel J. Crichton, Isaac Cho:
DCPViz: A Visual Analytics Approach for Downscaled Climate Projections. IEEE Big Data 2022: 291-300 - [c7]Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho:
Learning on Health Fairness and Environmental Justice via Interactive Visualization. IEEE Big Data 2022: 784-791 - [i4]Abdullah al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee, Dongyun Han, Yuzhou Chen, Zhiwei Zhen, Yulia R. Gel, Isaac Cho:
Learning on Health Fairness and Environmental Justice via Interactive Visualization. CoRR abs/2211.09967 (2022) - [i3]Abdullah al-Raihan Nayeem, Huikyo Lee, Dongyun Han, Mohammed Elshambakey, William J. Tolone, Todd Dobbs, Daniel J. Crichton, Isaac Cho:
DCPViz: A Visual Analytics Approach for Downscaled Climate Projections. CoRR abs/2211.09977 (2022) - 2021
- [j4]Khang Chau, Meredith Franklin, Huikyo Lee, Michael J. Garay, Olga V. Kalashnikova:
Temporal and Spatial Autocorrelation as Determinants of Regional AOD-PM2.5 Model Performance in the Middle East. Remote. Sens. 13(18): 3790 (2021) - [c6]Abdullah al-Raihan Nayeem, Mohammed Elshambakey, Todd Dobbs, Huikyo Lee, Daniel J. Crichton, Yimin Zhu, Chanachok Chokwitthaya, William J. Tolone, Isaac Cho:
A Visual Analytics Framework for Distributed Data Analysis Systems. IEEE BigData 2021: 229-240 - [c5]Ignacio Segovia-Dominguez, Huikyo Lee, Yuzhou Chen, Michael J. Garay, Krzysztof M. Gorski, Yulia R. Gel:
Does Air Quality Really Impact COVID-19 Clinical Severity: Coupling NASA Satellite Datasets with Geometric Deep Learning. KDD 2021: 3540-3548 - [c4]Ignacio Segovia-Dominguez, Zhiwei Zhen, Rishabh Wagh, Huikyo Lee, Yulia R. Gel:
TLife-LSTM: Forecasting Future COVID-19 Progression with Topological Signatures of Atmospheric Conditions. PAKDD (1) 2021: 201-212 - [i2]Ignacio Segovia-Dominguez, Huikyo Lee, Zhiwei Zhen, Yuzhou Chen, Michael J. Garay, Daniel J. Crichton, Rishabh Wagh, Yulia R. Gel:
Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity. CoRR abs/2110.10849 (2021) - [i1]Abdullah al-Raihan Nayeem, Mohammed Elshambakey, Todd Dobbs, Huikyo Lee, Daniel J. Crichton, Yimin Zhu, Chanachok Chokwitthaya, William J. Tolone, Isaac Cho:
A Visual Analytics Framework for Distributed Data Analysis Systems. CoRR abs/2111.05979 (2021)
2010 – 2019
- 2019
- [j3]Le Kuai, Olga V. Kalashnikova, Francesca M. Hopkins, Glynn C. Hulley, Huikyo Lee, Michael J. Garay, Riley M. Duren, John R. Worden, Simon J. Hook:
Quantification of Ammonia Emissions With High Spatial Resolution Thermal Infrared Observations From the Hyperspectral Thermal Emission Spectrometer (HyTES) Airborne Instrument. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(12): 4798-4812 (2019) - 2018
- [j2]Huikyo Lee, Michael J. Garay, Olga V. Kalashnikova, Yan Yu, Peter B. Gibson:
How Long should the MISR Record Be when Evaluating Aerosol Optical Depth Climatology in Climate Models? Remote. Sens. 10(9): 1326 (2018) - 2017
- [c3]Mohammed Elshambakey, Mohamed Khalefa, William J. Tolone, Sreyasee Das Bhattacharjee, Huikyo Lee, Luca Cinquini, Shannon Schlueter, Isaac Cho, Wenwen Dou, Daniel J. Crichton:
Towards a distributed infrastructure for data-driven discoveries & analysis. IEEE BigData 2017: 4738-4740 - [c2]Ashit Talukder, Mohammed Elshambakey, Sameer Wadkar, Huikyo Lee, Luca Cinquini, Shannon Schlueter, Isaac Cho, Wenwen Dou, Daniel J. Crichton:
VIFI: Virtual information fabric infrastructure for data-driven discoveries from distributed earth science data. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017: 1-8 - 2015
- [j1]Kim Whitehall, Chris A. Mattmann, Gregory Jenkins, Mugizi Robert Rwebangira, Belay Demoz, Duane Waliser, Jinwon Kim, Cameron Goodale, Andrew F. Hart, Paul M. Ramirez, Michael J. Joyce, Maziyar Boustani, Paul Zimdars, Paul Loikith, Huikyo Lee:
Exploring a graph theory based algorithm for automated identification and characterization of large mesoscale convective systems in satellite datasets. Earth Sci. Informatics 8(3): 663-675 (2015) - [c1]Huikyo Lee, Luca Cinquini, Daniel J. Crichton, Amy Braverman:
Optimization of system architecture for Big Data analysis in climate science. IEEE BigData 2015: 2169-2172
Coauthor Index
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