Machine Learning for Wireless Link Quality Estimation: A Survey G Cerar, H Yetgin, M Mohorčič, C Fortuna IEEE Communications Surveys & Tutorials, 2021 | 73* | 2021 |
Improving CSI-based massive MIMO indoor positioning using convolutional neural network G Cerar, A Švigelj, M Mohorčič, C Fortuna, T Javornik 2021 Joint European Conference on Networks and Communications & 6G Summit …, 2021 | 20 | 2021 |
Learning to detect anomalous wireless links in iot networks G Cerar, H Yetgin, B Bertalanic, C Fortuna IEEE Access 8, 212130-212155, 2020 | 17 | 2020 |
On Designing a Machine Learning Based Wireless Link Quality Classifier G Cerar, H Yetgin, M Mohorčič, C Fortuna 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020 | 11 | 2020 |
Software interfaces for control, optimization and update of 5G machine type communication networks C Fortuna, A Bekan, T Javornik, G Cerar, M Mohorcic Computer Networks 129, 373-383, 2017 | 10 | 2017 |
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 | 8 | 2021 |
Learning to Fairly Classify the Quality of Wireless Links G Cerar, H Yetgin, M Mohorčič, C Fortuna 16th Conference on Wireless On-demand Network Systems and Services (WONS 2021), 2021 | 6 | 2021 |
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 |
On-premise artificial intelligence as a service for small and medium size setups C Fortuna, D Mušić, G Cerar, A Čampa, P Kapsalis, M Mohorčič Advances in Engineering and Information Science Toward Smart City and Beyond …, 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 |
Machine Learning Operations Model Store: Optimizing Model Selection for AI as a Service G Cerar, J Hribar 2023 International Balkan Conference on Communications and Networking …, 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 |