Machine Learning Systems
Photo of Benyang Tang

Dr. Benyang Tang

Mail Stop 126-347
4800 Oak Grove Drive
Pasadena, CA 91109

Office: 126-327
Phone: (818) 354-0327
FAX: (818) 393-5244
Email: Benyang.Tang@jpl.nasa.gov
Web page: http://www.ocgy.ubc.ca/~tang/ [External link]

Publications:

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Kiri L. Wagstaff, Benyang Tang, David R. Thompson, Shakeh Khudikyan, Jane Wyngaard, Adam T. Deller, Divya Palaniswamy, Steven J. Tingay, and Randall B. Wayth. A Machine Learning Classifier for Fast Radio Burst Detection at the VLBA. Publications of the Astronomical Society of the Pacific, 128:966(084503). (Link to publisher's site) (CL#16-0942)

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Brian D. Bue, Kiri L. Wagstaff, Umaa D. Rebbapragada, David R. Thompson, and Benyang Tang. Astronomical Data Triage for Rapid Science Return. Proceedings of the Big Data from Space Conference. (Link to PDF) (CL#14-4231)

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Kiri L. Wagstaff, Michael Kocurek, Dominic Mazzoni, Benyang Tang. Progressive Refinement for Support Vector Machines. Data Mining and Knowledge Discovery, 20(1):53-69, doi:10.1007/s10618-009-0149-y, January 2010. Download PDF (CL#09-3612)

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Robert Granat, Kiri L. Wagstaff, Benjamin Bornstein, Benyang Tang, Michael Turmon. Simulating and Detecting Radiation-Induced Errors for Onboard Machine Learning. Proceedings of the Third IEEE International Conference on Space Mission Challenges for Information Technology (SMC-IT), July 2009. Download PDF (CL #09-1474)

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Rebecca Castano, Kiri Wagstaff, Damhnait Gleeson, Robert Pappalardo, Steve Chien, Daniel Tran, Lucas Scharenbroich, Baback Moghaddam, Benyang Tang, Brian Bue, Thomas Doggett, Dan Mandl, Stuart Frye. Onboard Detection of Active Canadian Sulfur Springs: A Europa Analogue. Proceedings of the 9th International Symposium on Artificial Intelligence, Robotics, and Automation in Space, February 2008. Download PDF (CL #07-4419)

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Rebecca Castano, Kiri L. Wagstaff, Steve Chien, Timothy M. Stough, Benyang Tang. On-board Analysis of Uncalibrated Data for a Spacecraft at Mars. Proceedings of the Thirteenth International Conference on Knowledge Discovery and Data Mining (KDD), p. 922-930, August 2007. Download PDF (CL #07-0899)

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D. Mazzoni, A. Horváth, M. Garay, B. Tang, R. Davies. A MISR Cloud-Type Classifier using Reduced Support Vector Machines. Proceedings of the Eighth Workshop on Mining Scientific and Engineering Datasets, 2005 SIAM International Conference on Data Mining, April 2005. Download PDF (CL #05-1005)