Saptashwa Mitra

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 16

Top Topics

Regression Model

Spatial Datasets

Data Collections

Betweenness Centrality

Top Venues

Publications

Saptashwa Mitra, Maxwell Roselius, Pedro Andrade-Sanchez, John K. McKay, Sangmi Lee Pallickara
Radix+: High-throughput georeferencing and data ingestion over voluminous and fast-evolving phenotyping sensor data. Concurr. Comput. Pract. Exp. 35 (8) (2023)
Menuka Warushavithana, Kassidy Barram, Caleb Carlson, Saptashwa Mitra, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Framework for Profiling Spatial Variability in the Performance of Classification Models. BDCAT (2023)
Saptashwa Mitra, Paahuni Khandelwal, Shrideep Pallickara, Sangmi Lee Pallickara
ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections. CLOUD (2023)
Saptashwa Mitra, Matthew Young, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Rubiks: Rapid Explorations and Summarization over High Dimensional Spatiotemporal Datasets. BDCAT (2023)
Saptashwa Mitra, Menuka Warushavithana, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Alleviating Resource Requirements for Spatial Deep Learning Workloads. CCGRID (2022)
Caleb Carlson, Menuka Warushavithana, Saptashwa Mitra, Kassidy Barram, Sudipto Ghosh, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Resource Efficient Profiling of Spatial Variability in Performance of Regression Models. Big Data (2022)
Abdul Matin, Samuel Armstrong, Saptashwa Mitra, Shrideep Pallickara, Sangmi Lee Pallickara
Rapid Betweenness Centrality Estimates for Transportation Networks using Capsule Networks. TransAI (2022)
Menuka Warushavithana, Saptashwa Mitra, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
A Transfer Learning Scheme for Time Series Forecasting Using Facebook Prophet. CLUSTER (2021)
Saptashwa Mitra, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara
A Generative Approach to Visualizing Satellite Data. CLUSTER (2021)
Menuka Warushavithana, Saptashwa Mitra, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Containerization of Model Fitting Workloads over Spatial Datasets. IEEE BigData (2021)
Saptashwa Mitra, Daniel Rammer, Shrideep Pallickara, Sangmi Lee Pallickara
Glance: A Generative Approach to Interactive Visualization of Voluminous Satellite Imagery. IEEE BigData (2021)
Menuka Warushavithana, Caleb Carlson, Saptashwa Mitra, Daniel Rammer, Mazdak Arabi, F. Jay Breidt, Sangmi Lee Pallickara, Shrideep Pallickara
Distributed Orchestration of Regression Models Over Administrative Boundaries. BDCAT (2021)
Saptashwa Mitra, Paahuni Khandelwal, Shrideep Pallickara, Sangmi Lee Pallickara
STASH : Fast Hierarchical Aggregation Queries for Effective Visual Spatiotemporal Explorations. CLUSTER (2019)
Bibek Raj Shrestha, Saptashwa Mitra, Sangmi Lee Pallickara
STRETCH: In-Memory Storage with Autoscaling for Cluster Computing. CLOUD (2019)
Saptashwa Mitra, Sangmi Lee Pallickara
Confluence: Adaptive Spatiotemporal Data Integration Using Distributed Query Relaxation over Heterogeneous Observational Datasets. UCC (2018)
Saptashwa Mitra, Yu Qiu, Haley Moss, Kaigang Li, Sangmi Lee Pallickara
Effective Integration of Geotagged, Ancilliary Longitudinal Survey Datasets to Improve Adulthood Obesity Predictive Models. TrustCom/BigDataSE (2018)