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researcher

E. Ranguelova

6 papers hereh-index 14629 citations50 works total

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

author position
  • middle author6

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • astro-ph.IM3
  • cs.AI1
  • cs.LG1
  • q-fin.PM1

identity via Semantic Scholar / OpenAlex

activity
20132024
most citedLearning to detect RFI in radio astronomy without seeing it

29 citations · 81 across the 5 of their papers we have counts for

collaborators
Showing 2021Show all

1 paper · 1 filter

cs.LG2021★ 8 cited

Improving Novelty Detection using the Reconstructions of Nearest Neighbours

Michael Mesarcik, Elena Ranguelova, Albert-Jan Boonstra +1

We show that using nearest neighbours in the latent space of autoencoders (AE) significantly improves performance of semi-supervised novelty detection in both single and multi-clas…

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