OTHER
Efficient Classification of Polarization Events Based on Field Measurements
Kyle Guan, J. E. Simsarian, Fabien Boitier, Daniel C. Kilper, Jelena Pesic, Michael Sherman
- Year
- 2020
- Citations
- 8
Abstract
We present rare-event classification of polarization transients based on field measurements with data augmentation combined with robot-generated fiber-disturbance data. We compare machine learning methods for accuracy and required number of training sample traces.
Keywords
Computer sciencePolarization (electrochemistry)Artificial intelligenceRobotTraining setEvent (particle physics)Field (mathematics)Machine learningData miningPattern recognition (psychology)
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