DG
Daniel Giles
astro-ph.EPastro-ph.SRastro-ph.IMcs.LG
On Valency
published · living versionsW_ppe95bdg·v1 · currentpublished
Systematic Serendipity: A Test of Unsupervised Machine Learning as a Method for Anomaly Detection
with Lucianne Walkowicz
1 version
Preprints & journals
8 papers in the corpus · 2016–2025A Search for Transiting Exocomets in TESS Sectors 1-262508.04673v1 · Azib Norazman, Grant M. Kennedy, Ann Marie Cody et al.2025 · 6 citationsarXiv
RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks2012.01985v2 · J. Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan et al.2020 · 2 citationsarXiv
A method for finding anomalous astronomical light curves and their analogs2009.06760v2 · Juan Rafael Mart'inez-Galarza, Federica Bianco, Dennis Crake et al.2020 · 24 citationsarXiv
Density Based Outlier Scoring on Kepler Data2003.00109v2 · Daniel Giles, Lucianne Walkowicz2020 · 16 citationsarXiv
The first observed stellar occultations by the irregular satellite (Saturn IX) Phoebe and improved rotational period1910.12188v1 · A. R. Gomes-J'unior, M. Assafin, F. Braga-Ribas et al.2019 · 9 citationsarXiv
Systematic Serendipity: A Test of Unsupervised Machine Learning as a Method for Anomaly Detection1812.07156v1 · Daniel Giles, Lucianne Walkowicz2018 · 53 citationsarXivon Valency
The structure of Chariklo's rings from stellar occultations1706.00207v2 · D. B'erard, B. Sicardy, J.I.B. Camargo et al.2017 · 44 citationsThe Astronomical Journal, 154:144 (21pp), 2017 October
Pluto's atmosphere from the 29 June 2015 ground-based stellar occultation at the time of the New Horizons flyby1601.05672v2 · B. Sicardy, J. Talbot, E. Meza et al.2016 · 85 citationsarXiv
Career total: 23 works. 8 are in this corpus.
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