Class Noise Mitigation Through Instance Weighting. - Umaa Rebbapragada; Carla E. Brodley (ECML, 2007)

Generating High-Quality Training Data for Automated Land-Cover Mapping. - Umaa Rebbapragada; Rachel Lomasky; Carla E. Brodley; Mark A. Friedl (IGARSS (4), 2008)

Disk aware discord discovery: finding unusual time series in terabyte sized datasets. - Dragomir Yankov; Eamonn J. Keogh; Umaa Rebbapragada (Knowl. Inf. Syst., 2008)

Onboard SVM analysis of Hyperion data to detect sulfur deposits in Arctic regions. - Lukas Mandrake; Kiri L. Wagstaff; Damhnait Gleeson; Umaa Rebbapragada; Daniel Tran; Rebecca Castaño; Steve A. Chien; Robert T. Pappalardo (WHISPERS, 2009)

Finding Anomalous Periodic Time Series: An Application to Catalogs of Periodic Variable Stars - Umaa Rebbapragada; Pavlos Protopapas; Carla E. Brodley; Charles R. Alcock (CoRR, 2009)

Finding anomalous periodic time series. - Umaa Rebbapragada; Pavlos Protopapas; Carla E. Brodley; Charles R. Alcock (Mach. Learn., 2009)

Active Label Correction. - Umaa Rebbapragada; Carla E. Brodley; Damien Sulla-Menashe; Mark A. Friedl (ICDM, 2012)

Challenges and Opportunities in Applied Machine Learning. - Carla E. Brodley; Umaa Rebbapragada; Kevin Small; Byron C. Wallace (AI Mag., 2012)

Surface Sulfur Detection via Remote Sensing and Onboard Classification. - Lukas Mandrake; Umaa Rebbapragada; Kiri L. Wagstaff; David R. Thompson 001; Steve A. Chien; Daniel Tran; Robert T. Pappalardo; Damhnait Gleeson; Rebecca Castaño (ACM Trans. Intell. Syst. Technol., 2012)

Online Classification for Time-Domain Astronomy. - Kitty K. Lo; Tara Murphy; Umaa Rebbapragada; Kiri Wagstaff (ICDM Workshops, 2013)

Effect of Label Noise on the Machine-Learned Classification of Earthquake Damage. - Jared Frank; Umaa Rebbapragada; James Bialas; Thomas Oommen; Timothy C. Havens (Remote. Sens., 2017)

Time Series Comparisons in Deep Space Network. - Kyongsik Yun; Rishi Verma; Umaa Rebbapragada (CoRR, 2021)