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Daniel Giles

5 papers hereh-index 584 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author2
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM3
  • astro-ph.SR2
same name
  • Daniel Giles — 5 papers, h 2
  • Daniel Giles — 4 papers, h 7
  • Daniel Giles — 2 papers, h 2
  • Daniel Giles — 2 papers, h 3
  • Daniel Giles — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedSystematic Serendipity: A Test of Unsupervised Machine Learning as a Method for Anomaly Detection

50 citations · 98 across the 5 of their papers we have counts for

collaborators
Showing astro-ph.SRShow all

2 papers · 1 filter

astro-ph.SR2020★ 1 cited

RotNet: Fast and Scalable Estimation of Stellar Rotation Periods Using Convolutional Neural Networks

J. Emmanuel Johnson, Sairam Sundaresan, Tansu Daylan +6

Magnetic activity in stars manifests as dark spots on their surfaces that modulate the brightness observed by telescopes. These light curves contain important information on stella…

astro-ph.SR2020★ 24 cited

A method for finding anomalous astronomical light curves and their analogs

Juan Rafael Martínez-Galarza, Federica Bianco, Dennis Crake +4

Our understanding of the Universe has profited from deliberate, targeted studies of known phenomena, as well as from serendipitous, unexpected discoveries, such as the discovery of…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.