Blaz Bertalanic

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 29

Top Topics

Home Appliances

Anomaly Detection

Top Venues

Eng. Appl. Artif. Intell.

Publications

Vid Hanzel, Blaz Bertalanic, Carolina Fortuna
Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph. CoRR (2024)
Blaz Bertalanic, Carolina Fortuna
CARMEL: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna
Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances. IEEE Access 12 (2024)
Andrej Cop, Blaz Bertalanic, Carolina Fortuna
An Overview and Solution for Democratizing AI Workflows at the Network Edge. CoRR (2024)
Carolina Fortuna, Vid Hanzel, Blaz Bertalanic
RAG Enabled Conversations about Household Electricity Monitoring. CoRR (2024)
Blaz Bertalanic, Jernej Hribar, Carolina Fortuna
Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks. IEEE Open J. Commun. Soc. 5 (2024)
Blaz Bertalanic, Vid Hanzel, Carolina Fortuna
Explainable semantic wireless anomaly characterization for digital twins. Comput. Networks 251 (2024)
Blaz Bertalanic, Carolina Fortuna
Corrigendum to "CARMEL: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification" [Eng. Appl. Artif. Intell. 127 (Part B) (2024) 107318]. Eng. Appl. Artif. Intell. 130 (2024)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna
Towards Sustainable Deep Learning for Multi-Label Classification on NILM. CoRR (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Deep Feature Learning for Wireless Spectrum Data. MeditCom (2023)
Valerij Jovanov, Blaz Bertalanic, Carolina Fortuna
Machine Vision Based Wireless Link Layer Anomaly Characterization. NetAISys@MobiSys (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Deep Feature Learning for Wireless Spectrum Data. CoRR (2023)
Leo Ogrizek, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
Area Under Time Series Transformation for Home Appliance Classification. WiMob (2023)
Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR (2023)
Blaz Bertalanic, Marko Meza, Carolina Fortuna
Resource-Aware Time Series Imaging Classification for Wireless Link Layer Anomalies. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Self-supervised learning for clustering of wireless spectrum activity. Comput. Commun. 212 (2023)
Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
XAI for Self-supervised Clustering of Wireless Spectrum Activity. CoRR (2023)
Blaz Bertalanic, Carolina Fortuna
Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification. WCNC (2023)
Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
GNN for Wireless Link Anomaly Detection. INFOCOM Workshops (2023)
Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna
On Designing Data Models for Energy Feature Stores. CoRR (2022)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Self-supervised Learning for Clustering of Wireless Spectrum Activity. CoRR (2022)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. CoRR (2022)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. ICC (2022)
Blaz Bertalanic, Jakob Jenko, Carolina Fortuna
Dimensionality Expansion and Transfer Learning for Next Generation Energy Management Systems. CoRR (2022)
Gregor Cerar, Blaz Bertalanic, Carolina Fortuna
Resource-aware Deep Learning for Wireless Fingerprinting Localization. CoRR (2022)
Blaz Bertalanic, Halil Yetgin, Gregor Cerar, Carolina Fortuna
A Deep Learning Model for Anomalous Wireless Link Detection. WiMob (2021)
Blaz Bertalanic, Marko Meza, Carolina Fortuna
Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks. CoRR (2021)
Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna
Learning to Detect Anomalous Wireless Links in IoT Networks. IEEE Access 8 (2020)