Code and Data for 'Generalized Time-Series Analysis for In-Situ Spacecraft Observations: Anomaly Detection and Data Prioritization using Principal Components Analysis and Unsupervised Clustering'

Code and Data for 'Generalized Time-Series Analysis for In-Situ Spacecraft Observations: Anomaly Detection and Data Prioritization using Principal Components Analysis and Unsupervised Clustering'

Files

README.txt (1.86 KB)

No. of downloads: 31

No. of downloads: 38

example_output.png (81.74 KB)

No. of downloads: 43

sample_detection.py (3.11 KB)

No. of downloads: 46

sample_detection_utilities.py (2.1 KB)

No. of downloads: 50

Related Publication Link

https://essopenarchive.org/doi/full/10.22541/essoar.171415894.48385280

Date

Authors

Finley, Matthew G.

Martinez-Ledesma, Miguel

Paterson, William R.

Argall, Matthew R.

Miles, David M.

Dorelli, John C.

DRUM DOI

https://doi.org/10.13016/nsnu-sqkk

URI (handle)

http://hdl.handle.net/1903/33157

Rights

CC0 1.0 Universal
http://creativecommons.org/publicdomain/zero/1.0/

Collections

Astronomy Research Works
UMD Data Collection