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Kalina Dimitrova

3 papers here

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

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • physics.ins-det2
  • physics.comp-ph1
ORCID 0000-0003-4953-9667
same name
  • Kalina Dimitrova — 1 paper
  • Kalina Dimitrova — 1 paper

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

most citedApplicability Evaluation of Selected xAI Methods for Machine Learning Algorithms for Signal Parameters Extraction

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing physics.comp-phShow all

1 paper · 1 filter

physics.comp-ph2025★ 2 cited

Applicability Evaluation of Selected xAI Methods for Machine Learning Algorithms for Signal Parameters Extraction

Kalina Dimitrova, Venelin Kozhuharov, Peicho Petkov

Machine learning methods find growing application in the reconstruction and analysis of data in high energy physics experiments. A modified convolutional autoencoder model was empl…

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