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researcher

Radovan Haluška

Charles University in Prague

5 papers hereh-index 25 citations4 works total

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

author position
  • first author3
  • middle author2

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

fields
  • cs.LG3
  • cs.AI2
affiliations
  • Charles University in Prague
ORCID 0009-0000-7814-4782

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedBenchmark of Data Preprocessing Methods for Imbalanced Classification

5 citations · 5 across the 3 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023★ 5 cited

Benchmark of Data Preprocessing Methods for Imbalanced Classification

Radovan Haluška, Jan Brabec, Tomáš Komárek

Severe class imbalance is one of the main conditions that make machine learning in cybersecurity difficult. A variety of dataset preprocessing methods have been introduced over the…

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