Assessing vulnerability for future Zika virus outbreaks using seroprevalence data and environmental suitability maps Y Roell, L Pezzi, A Lozano-Parra, D Olson, J Messina, T Quandelacy, ... PLoS neglected tropical diseases 18 (3), e0012017, 2024 | | 2024 |
Model Ensemble With Dropout for Uncertainty Estimation in Sea Ice Segmentation Using Sentinel-1 SAR R Pires de Lima, M Karimzadeh IEEE Transactions on Geoscience and Remote Sensing 61, 1-15, 2023 | 1 | 2023 |
Alternatives to Contour Visualizations for Power Systems Data I Lyons-Galante, M Karimzadeh, S Molnar, G Johnson, K Gruchalla 2023 Workshop on Energy Data Visualization (EnergyVis), 11-15, 2023 | | 2023 |
Enhancing sea ice segmentation in Sentinel-1 images with atrous convolutions R Pires de Lima, B Vahedi, N Hughes, AP Barrett, W Meier, ... International Journal of Remote Sensing 44 (17), 5344-5374, 2023 | | 2023 |
Characterizing Spatial Accessibility of COVID-19 Testing and Vaccination Sites using Dasymetric Mapping and GIS M Karimzadeh, B Hance, A Posen, R Sherwood, T Su Advances in Cartography and GIScience of the ICA 4, 12, 2023 | | 2023 |
Comparison of Cross-Entropy, Dice, and Focal Loss for Sea Ice Type Segmentation R Pires de Lima, B Vahedi, M Karimzadeh IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Deep Learning on SAR Imagery: Transfer Learning Versus Randomly Initialized Weights M Karimzadeh, R Pires de Lima IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | | 2023 |
Increasing the Spatial Coverage of Atmospheric Aerosol Depth Measurements Using Random Forest and Mean Filters Z Wang, R Pires de Lima, JL Crooks, EA Regan, M Karimzadeh IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium, 2023 | | 2023 |
A spatiotemporal machine learning approach to forecasting COVID-19 incidence at the county level in the USA B Lucas, B Vahedi, M Karimzadeh International Journal of Data Science and Analytics 15 (3), 247-266, 2023 | 33 | 2023 |
Forecasting COVID-19 and Other Infectious Diseases for Proactive Policy: Artificial Intelligence Can Help M Karimzadeh, T Ngo, B Lucas, H Zoraghein Journal of Urban Health 100 (1), 7-10, 2023 | | 2023 |
MIPL-Ice: A Multi-Instance Proportion-Label Learning Method for Polygon-Level Sea Ice Classification S Alkaee Taleghan, B Vahedi, M Karimzadeh, A Barrett, W Meier, ... AGU Fall Meeting Abstracts 2022, C56A-05, 2022 | | 2022 |
Semantic Segmentation of Sea Ice Using Multi-scale Spatial Context B Vahedi, R Pires de Lima, B Lucas, M Karimzadeh AGU Fall Meeting Abstracts 2022, C44A-04, 2022 | | 2022 |
Sea Ice Type Classification using Deep Convolutional Networks and Partial Label Learning B Vahedi, B Lucas, F Banaei-Kashani, A Barrett, W Meier, M Karimzadeh AGU Fall Meeting Abstracts 2022, 52, 2022 | | 2022 |
The United States COVID-19 forecast hub dataset EY Cramer, Y Huang, Y Wang, EL Ray, M Cornell, J Bracher, A Brennen, ... Scientific data 9 (1), 462, 2022 | 89 | 2022 |
Sea Ice Type Classification from Sentinel-1 SAR Imagery Using Deep Neural Networks B Vahedi, B Lucas, SJ Khalsa, W Meier, A Barrett, T Lie, ... AGU Fall Meeting Abstracts 2021, C35H-0967, 2021 | | 2021 |
A Comparison Of Classic Deep Learning Architectures For Sea Ice Classification From SAR B Vahedi, B Lucas, M Karimzadeh, SJ Khalsa, W Meier, A Barrett, ... AGU Fall Meeting Abstracts 2021, IN31A-05, 2021 | | 2021 |
Classifying Narcotrafficking Spatial Event Documents using Transformers M Karimzadeh, H Han, B Tellman, E Nielsen | | 2021 |
Spatiotemporal prediction of COVID-19 cases using inter-and intra-county proxies of human interactions B Vahedi, M Karimzadeh, H Zoraghein Nature communications 12 (1), 6440, 2021 | 29* | 2021 |
Stull: Unbiased online sampling for visual exploration of large spatiotemporal data G Wang, J Guo, M Tang, JF de Queiroz Neto, C Yau, A Daghistani, ... 2020 IEEE conference on visual analytics science and technology (VAST), 72-83, 2020 | 8 | 2020 |
Route Packing: Geospatially-Accurate Visualization of Route Networks J Zhao, M Karimzadeh, H Xu, A Malik, S Afzal, G Wang, N Elmqvist, ... Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020 | | 2020 |