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We apply machine learning techniques in an attempt to predict and classify stellar properties from noisy and sparse time series data. We preprocessed over 94 GB of Kepler light curves from MAST to classify according to ten distinct physical propertie
Externí odkaz:
http://arxiv.org/abs/1710.06804
Autor:
Muirhead, Philip S., Becker, Juliette, Feiden, Gregory A., Rojas-Ayala, Bárbara, Vanderburg, Andrew, Price, Ellen M., Thorp, Rachel, Law, Nicholas M., Riddle, Reed, Baranec, Christoph, Hamren, Katherine, Schlawin, Everett, Covey, Kevin R., Johnson, John Asher, Lloyd, James P.
We present H- and K-band spectra for late-type Kepler Objects of Interest (the "Cool KOIs"): low-mass stars with transiting-planet candidates discovered by NASA's Kepler Mission that are listed on the NASA Exoplanet Archive. We acquired spectra of 10
Externí odkaz:
http://arxiv.org/abs/1406.2718
Publikováno v:
Le, CV; Pardos, ZA; Meyer, SD; & Thorp, R. (2018). Communication at scale in a MOOC using predictive engagement analytics. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10947 LNAI, 239-252. doi: 10.1007/978-3-319-93843-1_18. UC Berkeley: Retrieved from: http://www.escholarship.org/uc/item/76k5729m
© Springer International Publishing AG, part of Springer Nature 2018. When teaching at scale in the physical classroom or online classroom of a MOOC, the scarce resource of personal instructor communication becomes a differentiating factor between t
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0094444239ad746cf15242133c497d02
https://escholarship.org/uc/item/76k5729m
https://escholarship.org/uc/item/76k5729m
Akademický článek
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Autor:
Thorp, Rachel, John, Welsh
Publikováno v:
The Practitioner. 251(1692)
Autor:
Feiden, Gregory A., Lloyd, James P., Price, Ellen M., Covey, Kevin R., Rojas-Ayala, Bárbara, Vanderburg, Andrew, Hamren, Katherine, Muirhead, Philip S., Johnson, John Asher, Riddle, Reed, Thorp, Rachel, Law, Nicholas M., Baranec, Christoph, Becker, Juliette, Schlawin, Everett
We present H - and K -band spectra for late-type Kepler Objects of Interest (the "Cool KOIs"): low-mass stars with transiting-planet candidates discovered by NASA’s Kepler Mission that are listed o ...
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::07cbd09c72b9c41634aa340b2d68e95d