Shrideep Pallickara

Shrideep Pallickara

Colorado State University

H-index: 37

North America-United States

About Shrideep Pallickara

Shrideep Pallickara, With an exceptional h-index of 37 and a recent h-index of 16 (since 2020), a distinguished researcher at Colorado State University, specializes in the field of Distributed Systems, Cyberinfrastructure, Spatial Data Science, Clouds, Stream Processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A framework for profiling spatial variability in the performance of classification models

Enabling fast, effective visualization of voluminous gridded spatial datasets

ViennaRNA–Optimizing a Real-world RNA Folding Program

Toward impact-based monitoring of drought and its cascading hazards

Towards Interactive Analytics Over Voluminous Spatiotemporal Data Using a Distributed, In-Memory Framework

ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections

AQUA: A Framework for Spatiotemporal Analysis and Visualizations of Water Quality Data at Scale

Argus: Rapid tracking of wildfires from unlabeled satellite images

Shrideep Pallickara Information

University

Position

Professor of Computer Science

Citations(all)

4440

Citations(since 2020)

1170

Cited By

3768

hIndex(all)

37

hIndex(since 2020)

16

i10Index(all)

92

i10Index(since 2020)

29

Email

University Profile Page

Colorado State University

Google Scholar

View Google Scholar Profile

Shrideep Pallickara Skills & Research Interests

Distributed Systems

Cyberinfrastructure

Spatial Data Science

Clouds

Stream Processing

Top articles of Shrideep Pallickara

Title

Journal

Author(s)

Publication Date

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

ViennaRNA–Optimizing a Real-world RNA Folding Program

Vidit V Save

2023

Toward impact-based monitoring of drought and its cascading hazards

Amir AghaKouchak

Laurie S Huning

Mojtaba Sadegh

Yue Qin

Yannis Markonis

...

2023/8

Towards Interactive Analytics Over Voluminous Spatiotemporal Data Using a Distributed, In-Memory Framework

Saptashwa Mitra

2023

ARGUS: Rapid Wildfire Tracking Using Satellite Data Collections

Saptashwa Mitra

Paahuni Khandelwal

Shrideep Pallickara

Sangmi Lee Pallickara

2023/7/2

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 tracking of wildfires from unlabeled satellite images

International Conference on Cloud Computing (CLOUD)

Saptashwa Mitra

Paahuni Khandelwal

Shrideep Pallickara

Sangmi Pallickara

2023/7

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

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

Rubiks: Rapid explorations and summarization over high dimensional spatiotemporal datasets

Saptashwa Mitra

Matt Young

Jay Breidt

Sangmi Pallickara

Shrideep Pallickara

2023/12/4

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

Embedding based clustering of time series data using dynamic time warping

Laksheen Mendis

2022

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

Alleviating resource requirements for spatial deep learning workloads

Saptashwa Mitra

Menuka Warushavithana

Mazdak Arabi

Jay Breidt

Sangmi Pallickara

...

2022/5/16

Griddle: Effective Query Support over Voluminous Gridded Spatial Datasets

Pierce Smith

Sangmi Lee Pallickara

Shrideep Pallickara

2022/12/17

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

Resource efficient profiling of spatial variability in performance of regression models

Caleb Carlson

Menuka Warushavithana

Saptashwa Mitra

Kassidy Barram

Sudipto Ghosh

...

2022/12/17

Secure, accurate, real-time, and heterogeneity-resilient indoor localization with smartphones

Saideep Tiku

2022

See List of Professors in Shrideep Pallickara University(Colorado State University)

Co-Authors

H-index: 23
Sangmi Lee Pallickara

Sangmi Lee Pallickara

Colorado State University

H-index: 14
Matthew Malensek

Matthew Malensek

University of San Francisco

H-index: 5
Walid Budgaga

Walid Budgaga

Colorado State University

H-index: 4
Saptashwa Mitra

Saptashwa Mitra

Colorado State University

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