Author

R. Ščurek

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Review Open access Jul 2026

Deep learning for security-relevant event detection in visual data: a structured narrative review of the state of the art and future challenges

Time-to-Detection (TTD) is proposed as a complementary operational evaluation framework, and persistent challenges related to realistic datasets, demographic and domain biases, adversarial resilience, privacy-preserving learning, and federated deployment are highlighted.

Martin Havacek, Marek Hutter, Karlis Apalups et al. · Artificial Intelligence Revi... · 0 citations

Open access Aug 2026

Temporal Hawkes Process for Modeling Short-Term Clustering of Crime Events in Ostrava

Abstract This paper applies a temporal Hawkes process to the analysis of short-term clustering in crime event data. The study uses publicly available records from the Crime Map of the Police of the Czech Republic and focuses on events of general crime in the Ostrava region during the period 2016-2025. A homogeneous Poi...

Lukáš Pospíšil, Karolina Dlouhá, R. Ščurek · Management Systems in Produc... · 0 citations