Author

Agnieszka Wyłomańska

2 papers indexed here

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Preprint Aug 2026

Real-time anomaly detection in base station testbeds via scalable kernel density estimation framework

Large-scale testing infrastructures are critical for validating telecommunication systems, yet their growing complexity makes efficient resource utilization and anomaly detection increasingly challenging. In reservation-based testbed environments, errors in resource allocation or preparation often manifest as abrupt sp...

Justyna Witulska, Marcin Szczukiewicz, Artur Tabaka et al. · 1 citation · ⚡1

#machine learning Preprint Sep 2026

Real-time and adaptive anomaly detection algorithm for cyclostationary models

This article introduces PeriodicCALM, an effective real-time anomaly detection framework designed for cyclostationary data streams. While classical cyclostationary processes feature periodically time-varying statistical properties, real-world signals often contain recurring impulsive components that conceal abnormal be...

Justyna Witulska, Tomasz Barszcz, I. Jabłoński et al. · 0 citations