Gregor Cerar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 27

Top Topics

Indoor Positioning

Home Appliances

Quality Estimation

Top Venues

Publications

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 (2024)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna
Towards Sustainable Deep Learning for Multi-Label Classification on NILM. CoRR (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Deep Feature Learning for Wireless Spectrum Data. MeditCom (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Deep Feature Learning for Wireless Spectrum Data. CoRR (2023)
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 (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Self-supervised learning for clustering of wireless spectrum activity. Comput. Commun. 212 (2023)
Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
XAI for Self-supervised Clustering of Wireless Spectrum Activity. CoRR (2023)
Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna
On Designing Data Models for Energy Feature Stores. CoRR (2022)
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 (2022)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Self-supervised Learning for Clustering of Wireless Spectrum Activity. CoRR (2022)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. CoRR (2022)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. ICC (2022)
Gregor Cerar, Blaz Bertalanic, Carolina Fortuna
Resource-aware Deep Learning for Wireless Fingerprinting Localization. CoRR (2022)
Gregor Cerar, Halil Yetgin, Carolina Fortuna
Machine Learning-Based Model Selection for Anomalous Wireless Link Detection. SoftCOM (2021)
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
Machine Learning for Wireless Link Quality Estimation: A Survey. IEEE Commun. Surv. Tutorials 23 (2) (2021)
Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network. CoRR (2021)
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
Learning to Fairly Classify the Quality of Wireless Links. WONS (2021)
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
Learning to Fairly Classify the Quality of Wireless Links. CoRR (2021)
Blaz Bertalanic, Halil Yetgin, Gregor Cerar, Carolina Fortuna
A Deep Learning Model for Anomalous Wireless Link Detection. WiMob (2021)
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)
Gregor Cerar, Halil Yetgin, Carolina Fortuna
Learning to Detect Anomalous Wireless Links in IoT Networks. CoRR (2020)
Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna
Learning to Detect Anomalous Wireless Links in IoT Networks. IEEE Access 8 (2020)
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
On Designing a Machine Learning Based Wireless Link Quality Classifier. PIMRC (2020)
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
On Designing a Machine Learning Based Wireless Link Quality Classifier. CoRR (2020)
Gregor Cerar, Mihael Mohorcic, Timotej Gale, Carolina Fortuna
Link Quality Estimation using Machine Learning. CoRR (2018)
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 (2017)