| 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, 2022 | 20 | 2022 |
| Learning to detect anomalous wireless links in iot networks G Cerar, H Yetgin, B Bertalanic, C Fortuna IEEE Access 8, 212130-212155, 2020 | 16 | 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 | 8 | 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 | 7 | 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 | 4* | 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 | 4 | 2023 |
| 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 |
| 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 | 2 | 2023 |
| 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 | 1 | 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 | 1 | 2023 |
| Resource-Aware Deep Learning for Wireless Fingerprinting Localization G Cerar, B Bertalanič, C Fortuna Machine Learning for Indoor Localization and Navigation, 473-490, 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 |
| 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 | | 2024 |
| Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach JM Rožanec, G Petelin, J Costa, B Bertalanič, G Cerar, M Guček, G Papa, ... arXiv preprint arXiv:2310.08088, 2023 | | 2023 |
| Deep Feature Learning for Wireless Spectrum Data L Milosheski, G Cerar, B Bertalanič, C Fortuna, M Mohorčič 2023 IEEE International Mediterranean Conference on Communications and …, 2023 | | 2023 |
| Towards Sustainable Deep Learning for Multi-Label Classification on NILM A Pirnat, B Bertalanič, G Cerar, M Mohorčič, C Fortuna arXiv preprint arXiv:2307.09244, 2023 | | 2023 |
| 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 | | 2023 |
| Area Under Time Series Transformation for Home Appliance Classification L Ogrizek, B Bertalanič, M Mohorčič, C Fortuna 2023 19th International Conference on Wireless and Mobile Computing …, 2023 | | 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 | | 2023 |
| Graph Neural Networks Based Anomalous RSSI Detection B Bertalanič, M Vnučec, C Fortuna 2023 International Balkan Conference on Communications and Networking …, 2023 | | 2023 |
Carolina FortunaJozef Stefan InstituteVerified email at ijs.si
