| Resource-aware Time Series Imaging Classification for Wireless Link Layer Anomalies B Bertalanic, M Meza, C Fortuna IEEE Transactions on Neural Networks and Learning Systems, 2023 | 33 | 2023 |
| Learning to detect anomalous wireless links in iot networks G Cerar, H Yetgin, B Bertalanic, C Fortuna Ieee Access 8, 212130-212155, 2020 | 20 | 2020 |
| Towards sustainable deep learning for wireless fingerprinting localization A Pirnat, B Bertalanič, G Cerar, M Mohorčič, M Meža, C Fortuna ICC 2022-IEEE International Conference on Communications, 3208-3213, 2022 | 10 | 2022 |
| A deep learning model for anomalous wireless link detection B Bertalanic, H Yetgin, G Cerar, C Fortuna 2021 17th International Conference on Wireless and Mobile Computing …, 2021 | 9 | 2021 |
| Carmel: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification B Bertalanič, C Fortuna Engineering Applications of Artificial Intelligence 127, 107318, 2024 | 8* | 2024 |
| Graph isomorphism networks for wireless link layer anomaly classification B Bertalanič, C Fortuna 2023 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2023 | 7 | 2023 |
| Feature Management for Machine Learning Operation Pipelines in AI Native Networks G Cerar, B Bertalanič, M Mohorčič, M Grobelnik, C Fortuna 2023 International Balkan Conference on Communications and Networking …, 2023 | 4 | 2023 |
| Visibility graph based wireless anomaly detection for digital twin edge networks B Bertalanič, J Hribar, C Fortuna IEEE Open Journal of the Communications Society, 2024 | 3 | 2024 |
| Energy efficient deep multi-label on/off classification of low frequency metered home appliances A Pirnat, B Bertalanič, G Cerar, M Mohorčič, C Fortuna IEEE Access, 2024 | 3 | 2024 |
| Self-supervised learning for clustering of wireless spectrum activity L Milosheski, G Cerar, B Bertalanič, C Fortuna, M Mohorčič Computer Communications 212, 353-365, 2023 | 3 | 2023 |
| XAI for self-supervised clustering of wireless spectrum activity L Milosheski, G Cerar, B Bertalanić, C Fortuna, M Mohorčič 2023 International Balkan Conference on Communications and Networking …, 2023 | 3 | 2023 |
| LOG-a-TEC Testbed outdoor localization using BLE beacons B Bertalanič, G Morano, G Cerar 2022 International Balkan Conference on Communications and Networking …, 2022 | 3 | 2022 |
| On designing data models for energy feature stores G Cerar, B Bertalanič, A Pirnat, A Čampa, C Fortuna arXiv preprint arXiv:2205.04267, 2022 | 3 | 2022 |
| Resource-aware deep learning for wireless fingerprinting localization G Cerar, B Bertalanič, C Fortuna Machine Learning for Indoor Localization and Navigation, 473-490, 2023 | 2 | 2023 |
| An Overview and Solution for Democratizing AI Workflows at the Network Edge A Čop, B Bertalanič, C Fortuna arXiv preprint arXiv:2407.11905, 2024 | 1 | 2024 |
| Towards data-driven electricity management: Multi-region harmonized data and knowledge graph V Hanžel, B Bertalanič, C Fortuna arXiv preprint arXiv:2405.18869, 2024 | 1 | 2024 |
| Learning to detect wireless spectrum occupancy using clustering approaches G Cerar, B Bertalanič, M Mohorčič, C Fortuna 2023 19th International Conference on Wireless and Mobile Computing …, 2023 | 1 | 2023 |
| Machine Vision Based Wireless Link Layer Anomaly Characterization V Jovanov, B Bertalanic, C Fortuna Proceedings of the 1st International Workshop on Networked AI Systems, 1-6, 2023 | 1 | 2023 |
| Designing a machine learning based non-intrusive load monitoring classifier L Ogrizek, B Bertalanic, G Cerar, M Meza, C Fortuna | 1 | 2021 |
| Towards data-driven electricity management: multi-region uniform data and knowledge graph V Hanžel, B Bertalanič, C Fortuna Scientific Data 12 (1), 38, 2025 | | 2025 |
Carolina FortunaJozef Stefan InstituteAdresă de e-mail confirmată pe ijs.si