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Gregor Cerar
Gregor Cerar
Jozef Stefan Institute, SensorLab
Adresă de e-mail confirmată pe ijs.si - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Machine Learning for Wireless Link Quality Estimation: A Survey
G Cerar, H Yetgin, M Mohorčič, C Fortuna
IEEE Communications Surveys & Tutorials, 2021
91*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
242021
Learning to detect anomalous wireless links in iot networks
G Cerar, H Yetgin, B Bertalanic, C Fortuna
Ieee Access 8, 212130-212155, 2020
202020
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
132020
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
102022
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
92021
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
82017
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
72021
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
52023
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
42023
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
32024
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
32023
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
32023
LOG-a-TEC Testbed outdoor localization using BLE beacons
B Bertalanič, G Morano, G Cerar
2022 International Balkan Conference on Communications and Networking …, 2022
32022
On designing data models for energy feature stores
G Cerar, B Bertalanič, A Pirnat, A Čampa, C Fortuna
arXiv preprint arXiv:2205.04267, 2022
32022
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
22023
Resource-aware deep learning for wireless fingerprinting localization
G Cerar, B Bertalanič, C Fortuna
Machine Learning for Indoor Localization and Navigation, 473-490, 2023
22023
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
12023
Machine Learning-Based model selection for anomalous wireless link detection
G Cerar, H Yetgin, C Fortuna
2021 International Conference on Software, Telecommunications and Computer …, 2021
12021
Designing a machine learning based non-intrusive load monitoring classifier
L Ogrizek, B Bertalanic, G Cerar, M Meza, C Fortuna
12021
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