Data Mining R&D (a bit of it) for Earth Science at NASA

Abstract:

The Data Sciences Group at NASA Ames Research Center is responsible for data mining algorithm research and development (R&D) for problems of interest to NASA, including Earth science. This talk will give an overview of algorithms that we have developed for regression and anomaly detection and their results on Earth science problems. Our algorithms are novel for their scalability and suitability for Earth science problems.