Umaa Rebbapragada

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Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage

Jared Frank, Umaa Rebbapragada, James Bialas, 2017, Remote. Sens..

Machine learning methods for real time and archival classification of astronomical transients and variables

Umaa Rebbapragada, 2012 .

Surface Sulfur Detection via Remote Sensing and Onboard Classification

David R. Thompson, Umaa Rebbapragada, Kiri Wagstaff, 2012, TIST.

Improving onboard analysis of Hyperion images by filtering mislabeled training data examples

Rebecca Castano, Carla E. Brodley, Umaa Rebbapragada, 2009, 2009 IEEE Aerospace conference.

Machine Learning for the Zwicky Transient Facility

Umaa Rebbapragada, Richard Walters, Adam A. Miller, 2019, Publications of the Astronomical Society of the Pacific.

Challenges and Opportunities in Applied Machine Learning

Carla E. Brodley, Umaa Rebbapragada, Byron C. Wallace, 2012, AI Mag..

Finding anomalous periodic time series

Pavlos Protopapas, Carla E. Brodley, Umaa Rebbapragada, 2009, Machine Learning.

Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars pdf

Pavlos Protopapas, Carla E. Brodley, Umaa Rebbapragada, 2009, arXiv.org.

Onboard detection of natural sulfur on a glacier via a SVM and Hyperion data

Umaa Rebbapragada, Robert T. Pappalardo, Kiri L. Wagstaff, 2009, 2009 IEEE Aerospace conference.

Processing Images from the Zwicky Transient Facility

Lin Yan, Umaa Rebbapragada, Adam A. Miller, 2017, Robotic Telescopes, Student Research and Education Proceedings, Vol 1, No 1.

Class Noise Mitigation Through Instance Weighting

Carla E. Brodley, Umaa Rebbapragada, C. Brodley, 2007, ECML.

Time Domain Astronomy with the 3.5-m Space Surveillance Telescope Data Archive

Umaa Rebbapragada, Vijay Gadepally, Ashish Mahabal, 2019 .

Active Label Correction

Carla E. Brodley, Umaa Rebbapragada, Damien Sulla-Menashe, 2012, 2012 IEEE 12th International Conference on Data Mining.

Object-based classification of earthquake damage from high-resolution optical imagery using machine learning

Umaa Rebbapragada, James Bialas, Thomas Oommen, 2016 .

Generating High-Quality Training Data for Automated Land-Cover Mapping

Carla E. Brodley, Umaa Rebbapragada, Mark A. Friedl, 2008, IGARSS 2008 - 2008 IEEE International Geoscience and Remote Sensing Symposium.

Online Classification for Time-Domain Astronomy

Umaa Rebbapragada, Kitty K. Lo, Tara Murphy, 2013, 2013 IEEE 13th International Conference on Data Mining Workshops.

Machine learning and instrument autonomy

Tara Estlin, Umaa Rebbapragada, Brian D. Bue, 2016 .

COSMIC: Content-based Onboard Summarization to Monitor Infrequent Change

Umaa Rebbapragada, Gary Doran, Erik Langert, 2020, 2020 IEEE Aerospace Conference.

The Zwicky Transient Facility: Data Processing, Products, and Archive

Umaa Rebbapragada, David Flynn, Richard Walters, 2018, Publications of the Astronomical Society of the Pacific.

Flight validation of instrument processing onboard Earth Observing One: a status report

Steve Chien, Lawrence Ong, Umaa Rebbapragada, 2016 .

The Zwicky Transient Facility: System Overview, Performance, and First Results

Umaa Rebbapragada, David Flynn, Richard Walters, 2018, Publications of the Astronomical Society of the Pacific.

Disk aware discord discovery: finding unusual time series in terabyte sized datasets

Eamonn J. Keogh, Umaa Rebbapragada, Dragomir Yankov, 2007, Seventh IEEE International Conference on Data Mining (ICDM 2007).

Using Ensemble Decisions and Active Selection to Improve Low-Cost Labeling for Multi-View Data

Umaa Rebbapragada, Kiri L. Wagstaff, K. Wagstaff, 2011 .

Using Machine Learning to Enable Big Data Analysis within Human Review Time Budgets

Umaa Rebbapragada, Kiri L. Wagstaff, Brian D. Bue, 2014 .

Classification of VAST Radio Transients and Variables

Umaa Rebbapragada, 2011 .

Fast Transient Detection as a Prototypical “Big Data” Problem

David R. Thompson, Umaa Rebbapragada, Robert Navarro, 2011 .

Onboard SVM analysis of Hyperion data to detect sulfur deposits in Arctic regions

Umaa Rebbapragada, Kiri Wagstaff, Robert T. Pappalardo, 2009, 2009 First Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing.

Disk Aware Discord Discovery: Finding Unusual Time Series in Terabyte Sized Datasets

Eamonn J. Keogh, Umaa Rebbapragada, Dragomir Yankov, 2007, ICDM.

VAST Memo Offline and Online Classification of Simulated VAST Transients

Umaa Rebbapragada, Kitty K. Lo, Tara Murphy, 2012 .

Collaborative Supervised Learning for Sensor Networks

Umaa Rebbapragada, Kiri L. Wagstaff, Terran Lane, 2011 .

Time Series Comparisons in Deep Space Network pdf

Umaa Rebbapragada, Rishi Verma, Kyongsik Yun, 2021, ArXiv.

Earthquake Damage Assessment Using Objective Image Segmentation: A Case Study of 2010 Haiti Earthquake

Umaa Rebbapragada, Thomas Oommen, T. Oommen, 2012 .

Classification of ASKAP VAST Radio Light Curves†

Umaa Rebbapragada, Kiri L. Wagstaff, David R. Thompson, 2011, Proceedings of the International Astronomical Union.

Real-bogus classification for the Zwicky Transient Facility using deep learning

Umaa Rebbapragada, Richard Walters, Ashish Mahabal, 2019, Monthly Notices of the Royal Astronomical Society.

Time-domain Surveys and Data Shift: Case Study at the intermediate Palomar Transient Factory

Umaa Rebbapragada, Brian D. Bue, Przemyslaw R. Wozniak, 2015 .

iPTF SEARCH FOR AN OPTICAL COUNTERPART TO GRAVITATIONAL-WAVE TRANSIENT GW150914

Umaa Rebbapragada, Adam A. Miller, S. B. Cenko, 2016, 1602.08764.

Strategic targeting of outliers for expert review

Carla E. Brodley, Umaa Rebbapragada, 2010 .

The Zwicky Transient Facility: Science Objectives

Umaa Rebbapragada, Richard Walters, Adam A. Miller, 2019, Publications of the Astronomical Society of the Pacific.