Sangmi Lee Pallickara
Scholar

Sangmi Lee Pallickara

Google Scholar ID: 3_rdKBsAAAAJ
Professor of Computer Science, Colorado State University
Big DataScientific Data ManagementData storageAnalyticsVisualization
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Citations & Impact
All-time
Citations
559
 
H-index
13
 
i10-index
19
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗
Publications
4 items
Knowledge-Guided Masked Autoencoder with Linear Spectral Mixing and Spectral-Angle-Aware Reconstruction
2025
Cited
0
DeepSalt: Bridging Laboratory and Satellite Spectra through Domain Adaptation and Knowledge Distillation for Large-Scale Soil Salinity Estimation
2025
Cited
0
HyperKD: Distilling Cross-Spectral Knowledge in Masked Autoencoders via Inverse Domain Shift with Spatial-Aware Masking and Specialized Loss
2025
Cited
0
TerraMAE: Learning Spatial-Spectral Representations from Hyperspectral Earth Observation Data via Adaptive Masked Autoencoders
2025
Cited
0
Resume (English only)
Background
  • Clare Booth Luce Professor of Computer Science at Colorado State University.
  • Research interests focus on Big Data for the sciences, with emphasis on predictive analytics, storage, retrieval, and metadata management.
  • Research spans data science and data engineering, particularly in the context of voluminous, high-velocity data.
  • Projects have been deployed in agricultural sciences, atmospheric science and meteorology, environmental monitoring, and epidemiology.
  • Serves as Associate Editor of IEEE Transactions on Parallel and Distributed Systems and Editor of Future Generation Computer Systems (Elsevier); served on the editorial board of Journal of Big Data (Springer) from 2013 to 2023.
Co-authors
0 total
Co-authors: 0 (list not available)