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1. Dimensionality expansion for motif recognition in time series data
Blaž Bertalanič, 2024, doctoral dissertation

Keywords: time series classification, dimensionality expansion, deep learning, time series imaging, graph neural networks, time series to graph transformation, wireless anomaly detection, non-intrusive load monitoring, appliance classification, anomaly classification.
Full text (file, 22,03 MB)

2. Samodejni merilnik čustvenega stanja socialne interakcije v skupini
Blaž Bertalanič, 2020, master's thesis/paper

Keywords: sociometer, strojno učenje, razpoznavanje čustev iz govora, merilec socialne interakcije, nRF52811, openSmile.
Full text (file, 2,47 MB)

3. Lokalizacija s pomočjo radiofrekvenčnih odtisov in trajnostnega globokega učenja
Anže Pirnat, 2023, bachelor thesis/paper

Keywords: lokalizacija, brezžične tehnologije, globoko učenje, nevronske mreže, ogljični odtis, energijska učinkovitost, zelene komunikacije
Full text (file, 3,04 MB)

4. Explainable semantic wireless anomaly characterization for digital twins
Blaž Bertalanič, Vid Hanžel, Carolina Fortuna, 2024, original scientific article

Keywords: wireless network, anomaly characterization, digital twin, explainable model, monitoring, maintenance, wireless anomaly detection
Full text (file, 3,43 MB) This document has more files! More...
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