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researcher

Dominik Soukup

2 papers hereh-index 442 citations12 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.NI1

identity via Semantic Scholar / OpenAlex

most citedActive Learning Framework to Automate NetworkTraffic Classification

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2025

Drift-Based Dataset Stability Benchmark

Dominik Soukup, Richard Plný, Daniel Vašata +1

Machine learning (ML) represents an efficient and popular approach for network traffic classification. However, network traffic classification is a challenging domain, and trained…

cs.NI2022★ 1 cited

Active Learning Framework to Automate NetworkTraffic Classification

Jaroslav Pešek, Dominik Soukup, Tomáš Čejka

Recent network traffic classification methods benefitfrom machine learning (ML) technology. However, there aremany challenges due to use of ML, such as: lack of high-qualityannotat…

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