Umaa Rebbapragada

15 papers A* 2Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Forecasting the Ionosphere from Sparse GNSS Data with Temporal-Fusion Transformers.
CoRR
Giacomo Acciarini, Simone Mestici, Halil Kelebek, Linnea M. Wolniewicz, Michael D. Vergalla, Madhulika Guhathakurta, Umaa Rebbapragada, Bala Poduval, Atilim Günes Baydin, Frank Soboczenski
2025 J jnl
Mars-Bench: A Benchmark for Evaluating Foundation Models for Mars Science Tasks.
CoRR
Mirali Purohit, Bimal Gajera, Vatsal Malaviya, Irish Mehta, Kunal Kasodekar, Jacob B. Adler, Steven Lu, Umaa Rebbapragada, Hannah Kerner
2021 J jnl
Time Series Comparisons in Deep Space Network.
CoRR
Kyongsik Yun, Rishi Verma, Umaa Rebbapragada
2017 J jnl
Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage.
Remote. Sens.
Jared Frank, Umaa Rebbapragada, James Bialas, Thomas Oommen, Timothy C. Havens
2013 — conf
Online Classification for Time-Domain Astronomy.
ICDM Workshops
Kitty K. Lo, Tara Murphy, Umaa Rebbapragada, Kiri Wagstaff
2012 A* conf
Active Label Correction.
ICDM
Umaa Rebbapragada, Carla E. Brodley, Damien Sulla-Menashe, Mark A. Friedl
2012 J jnl
Challenges and Opportunities in Applied Machine Learning.
AI Mag.
Carla E. Brodley, Umaa Rebbapragada, Kevin Small, Byron C. Wallace
2012 J jnl
Surface Sulfur Detection via Remote Sensing and Onboard Classification.
ACM Trans. Intell. Syst. Technol.
Lukas Mandrake, Umaa Rebbapragada, Kiri L. Wagstaff, David R. Thompson, Steve A. Chien, Daniel Tran, Robert T. Pappalardo, Damhnait Gleeson, Rebecca Castaño
2009 J jnl
Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars
CoRR
Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock
2009 J jnl
Finding anomalous periodic time series.
Mach. Learn.
Umaa Rebbapragada, Pavlos Protopapas, Carla E. Brodley, Charles R. Alcock
2009 — conf
Onboard SVM analysis of Hyperion data to detect sulfur deposits in Arctic regions.
WHISPERS
Lukas Mandrake, Kiri L. Wagstaff, Damhnait Gleeson, Umaa Rebbapragada, Daniel Tran, Rebecca Castaño, Steve A. Chien, Robert T. Pappalardo
2008 J jnl
Disk aware discord discovery: finding unusual time series in terabyte sized datasets.
Knowl. Inf. Syst.
Dragomir Yankov, Eamonn J. Keogh, Umaa Rebbapragada
2008 — conf
Generating High-Quality Training Data for Automated Land-Cover Mapping.
IGARSS (4)
Umaa Rebbapragada, Rachel Lomasky, Carla E. Brodley, Mark A. Friedl
2007 — conf
Class Noise Mitigation Through Instance Weighting.
ECML
Umaa Rebbapragada, Carla E. Brodley
2007 A* conf
Disk Aware Discord Discovery: Finding Unusual Time Series in Terabyte Sized Datasets.
ICDM
Dragomir Yankov, Eamonn J. Keogh, Umaa Rebbapragada