Sangmi Lee Pallickara
Colorado State University
H-index: 23
North America-United States
Top articles of Sangmi Lee Pallickara
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Rubiks: Rapid explorations and summarization over high dimensional spatiotemporal datasets | Saptashwa Mitra Matt Young Jay Breidt Sangmi Pallickara Shrideep Pallickara | 2023/12/4 | |
Deep Learning based Approach for Fast, Effective Visualization of Voluminous Gridded Spatial Observations | Paahuni Khandelwal Menuka Warushavithana Sangmi Lee Pallickara Shrideep Pallickara | 2023/5/1 | |
A framework for profiling spatial variability in the performance of classification models | Menuka Warushavithana Kassidy Barram Caleb Carlson Saptashwa Mitra Sudipto Ghosh | 2023/12/4 | |
Enabling fast, effective visualization of voluminous gridded spatial datasets | Paahuni Khandelwal Menuka Warushavithana Sangmi Lee Pallickara Shrideep Pallickara | 2023/5/1 | |
Radix+: High‐throughput georeferencing and data ingestion over voluminous and fast‐evolving phenotyping sensor data | Concurrency and Computation: Practice and Experience | Saptashwa Mitra Maxwell Roselius Pedro Andrade‐Sanchez John K McKay Sangmi Lee Pallickara | 2023/4/10 |
Paying Attention to Wildfire: Using U-Net with Attention Blocks on Multimodal Data for Next Day Prediction | Jack Fitzgerald Ethan Seefried James E Yost Sangmi Pallickara Nathaniel Blanchard | 2023/10/9 | |
Towards Interactive Analytics Over Voluminous Spatiotemporal Data Using a Distributed, In-Memory Framework | Saptashwa Mitra | 2023 | |
AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale | Matthew Young Sangmi Pallickara Shrideep Pallickara | 2023/12/15 | |
ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections | Saptashwa Mitra Paahuni Khandelwal Shrideep Pallickara Sangmi Lee Pallickara | 2023/7/2 | |
DISCERN: Leveraging Knowledge Distillation to Generate High Resolution Soil Moisture Estimation from Coarse Satellite Data | Abdul Matin Paahuni Khandelwal Shrideep Pallickara Sangmi Lee Pallickara | 2023/12/15 | |
Argus: Rapid tracking of wildfires from unlabeled satellite images | International Conference on Cloud Computing (CLOUD) | Saptashwa Mitra Paahuni Khandelwal Shrideep Pallickara Sangmi Pallickara | 2023/7 |
Creating an Earth archive | Proceedings of the National Academy of Sciences | Christopher Fisher Stephen Leisz Damian Evans Diana H Wall Kathleen Galvin | 2022/3/15 |
Improving soil carbon metrics and monitoring to inform management: leveraging carbon dioxide removal on grazing lands | AGU Fall Meeting Abstracts | Paige Stanley M Francesca Cotrufo Jason E Rowntree Derek Scasta Robert Clement | 2022/12 |
Embedding based clustering of time series data using dynamic time warping | Laksheen Mendis | 2022 | |
Cloudnet: A deep learning approach for mitigating occlusions in landsat-8 imagery using data coalescence | Paahuni Khandelwal Samuel Armstrong Abdul Matin Shrideep Pallickara Sangmi Lee Pallickara | 2022/10/11 | |
Rapid betweenness centrality estimates for transportation networks using capsule networks | Abdul Matin Samuel Armstrong Saptashwa Mitra Shrideep Pallickara Sangmi Lee Pallickara | 2022/9/19 | |
Attention-based convolutional capsules for evapotranspiration estimation at scale | Environmental Modelling & Software | Samuel Armstrong Paahuni Khandelwal Dhruv Padalia Gabriel Senay Darin Schulte | 2022/6/1 |
Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets | Pierce Smith Sangmi Lee Pallickara Shrideep Pallickara | 2022/12/17 | |
Alleviating resource requirements for spatial deep learning workloads | Saptashwa Mitra Menuka Warushavithana Mazdak Arabi Jay Breidt Sangmi Pallickara | 2022/5/16 | |
Resource efficient profiling of spatial variability in performance of regression models | Caleb Carlson Menuka Warushavithana Saptashwa Mitra Kassidy Barram Sudipto Ghosh | 2022/12/17 |
