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Gregor Cerar
Gregor Cerar
Jozef Stefan Institute, SensorLab
Verified email at ijs.si - Homepage
Title
Cited by
Cited by
Year
Machine Learning for Wireless Link Quality Estimation: A Survey
G Cerar, H Yetgin, M Mohorčič, C Fortuna
IEEE Communications Surveys & Tutorials, 2021
71*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
202021
Learning to detect anomalous wireless links in iot networks
G Cerar, H Yetgin, B Bertalanic, C Fortuna
IEEE Access 8, 212130-212155, 2020
162020
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
102020
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
102017
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
72022
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
72021
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
62021
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
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
22023
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
12023
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
12023
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
12023
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
12023
Resource-Aware Deep Learning for Wireless Fingerprinting Localization
G Cerar, B Bertalanič, C Fortuna
Machine Learning for Indoor Localization and Navigation, 473-490, 2023
12023
Designing a machine learning based non-intrusive load monitoring classifier
L Ogrizek, B Bertalanic, G Cerar, M Meza, C Fortuna
12021
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
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