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2020 – today
- 2024
[j5]Anze Pirnat
, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna:
Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances. IEEE Access 12: 51966-51981 (2024)- 2023
- [j4]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Self-supervised learning for clustering of wireless spectrum activity. Comput. Commun. 212: 353-365 (2023) - [c8]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Deep Feature Learning for Wireless Spectrum Data. MeditCom 2023: 121-126 - [c7]Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob 2023: 143-148 - [i14]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
XAI for Self-supervised Clustering of Wireless Spectrum Activity. CoRR abs/2305.10060 (2023) - [i13]Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna:
Towards Sustainable Deep Learning for Multi-Label Classification on NILM. CoRR abs/2307.09244 (2023) - [i12]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Deep Feature Learning for Wireless Spectrum Data. CoRR abs/2308.03530 (2023) - [i11]Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic:
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach. CoRR abs/2310.08088 (2023) - 2022
- [c6]Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna:
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. ICC 2022: 3208-3213 - [i10]Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna:
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. CoRR abs/2201.09071 (2022) - [i9]Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna:
On Designing Data Models for Energy Feature Stores. CoRR abs/2205.04267 (2022) - [i8]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Self-supervised Learning for Clustering of Wireless Spectrum Activity. CoRR abs/2210.02899 (2022) - [i7]Carolina Fortuna, Din Music, Gregor Cerar, Andrej Campa, Panagiotis Kapsalis, Mihael Mohorcic:
On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups. CoRR abs/2210.06956 (2022) - [i6]Gregor Cerar, Blaz Bertalanic, Carolina Fortuna:
Resource-aware Deep Learning for Wireless Fingerprinting Localization. CoRR abs/2211.01759 (2022) - 2021
- [j3]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
Machine Learning for Wireless Link Quality Estimation: A Survey. IEEE Commun. Surv. Tutorials 23(2): 696-728 (2021) - [c5]Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik:
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network. EuCNC/6G Summit 2021: 276-281 - [c4]Gregor Cerar, Halil Yetgin, Carolina Fortuna:
Machine Learning-Based Model Selection for Anomalous Wireless Link Detection. SoftCOM 2021: 1-6 - [c3]Blaz Bertalanic, Halil Yetgin, Gregor Cerar, Carolina Fortuna:
A Deep Learning Model for Anomalous Wireless Link Detection. WiMob 2021: 265-270 - [c2]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
Learning to Fairly Classify the Quality of Wireless Links. WONS 2021: 1-8 - [i5]Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik:
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network. CoRR abs/2102.03130 (2021) - [i4]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
Learning to Fairly Classify the Quality of Wireless Links. CoRR abs/2102.11655 (2021) - 2020
- [j2]Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna:
Learning to Detect Anomalous Wireless Links in IoT Networks. IEEE Access 8: 212130-212155 (2020) - [c1]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
On Designing a Machine Learning Based Wireless Link Quality Classifier. PIMRC 2020: 1-7 - [i3]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
On Designing a Machine Learning Based Wireless Link Quality Classifier. CoRR abs/2007.02720 (2020) - [i2]Gregor Cerar, Halil Yetgin, Carolina Fortuna:
Learning to Detect Anomalous Wireless Links in IoT Networks. CoRR abs/2008.05232 (2020)
2010 – 2019
- 2018
- [i1]Gregor Cerar, Mihael Mohorcic, Timotej Gale, Carolina Fortuna:
Link Quality Estimation using Machine Learning. CoRR abs/1812.08856 (2018) - 2017
- [j1]Carolina Fortuna, Adnan Bekan, Tomaz Javornik, Gregor Cerar, Mihael Mohorcic:
Software interfaces for control, optimization and update of 5G machine type communication networks. Comput. Networks 129: 373-383 (2017)
Coauthor Index
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last updated on 2024-06-10 21:24 CEST by the dblp team
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