Gregor Cerar

29 papers B 3Misc 1Journal 21Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Data Model Design for Explainable Machine Learning-based Electricity Applications.
CoRR
Carolina Fortuna, Gregor Cerar, Blaz Bertalanic, Andrej Campa, Mihael Mohorcic
2025 J jnl
Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach.
Eng. Appl. Artif. Intell.
Joze M. Rozanec, Gasper Petelin, João Pita Costa, Gregor Cerar, Blaz Bertalanic, Marko Gucek, Gregor Papa, Dunja Mladenic
2024 J jnl
Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances.
IEEE Access
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna
2023 J jnl
Dealing with zero-inflated data: achieving SOTA with a two-fold machine learning approach.
CoRR
Joze M. Rozanec, Gasper Petelin, João Pita Costa, Blaz Bertalanic, Gregor Cerar, Marko Gucek, Gregor Papa, Dunja Mladenic
2023 — conf
Deep Feature Learning for Wireless Spectrum Data.
MeditCom
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
2023 J jnl
Deep Feature Learning for Wireless Spectrum Data.
CoRR
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
2023 B conf
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches.
WiMob
Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
2023 J jnl
Self-supervised learning for clustering of wireless spectrum activity.
Comput. Commun.
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
2023 J jnl
Towards Sustainable Deep Learning for Multi-Label Classification on NILM.
CoRR
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna
2023 J jnl
XAI for Self-supervised Clustering of Wireless Spectrum Activity.
CoRR
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
2022 J jnl
On Designing Data Models for Energy Feature Stores.
CoRR
Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna
2022 J jnl
On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups.
CoRR
Carolina Fortuna, Din Music, Gregor Cerar, Andrej Campa, Panagiotis Kapsalis, Mihael Mohorcic
2022 J jnl
Resource-aware Deep Learning for Wireless Fingerprinting Localization.
CoRR
Gregor Cerar, Blaz Bertalanic, Carolina Fortuna
2022 J jnl
Self-supervised Learning for Clustering of Wireless Spectrum Activity.
CoRR
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
2022 — conf
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization.
ICC
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
2022 J jnl
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization.
CoRR
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
2021 B conf
A Deep Learning Model for Anomalous Wireless Link Detection.
WiMob
Blaz Bertalanic, Halil Yetgin, Gregor Cerar, Carolina Fortuna
2021 — conf
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network.
EuCNC/6G Summit
Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik
2021 J jnl
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network.
CoRR
Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik
2021 — conf
Learning to Fairly Classify the Quality of Wireless Links.
WONS
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
2021 J jnl
Learning to Fairly Classify the Quality of Wireless Links.
CoRR
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
2021 J jnl
Machine Learning for Wireless Link Quality Estimation: A Survey.
IEEE Commun. Surv. Tutorials
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
2021 Misc conf
Machine Learning-Based Model Selection for Anomalous Wireless Link Detection.
SoftCOM
Gregor Cerar, Halil Yetgin, Carolina Fortuna
2020 J jnl
Learning to Detect Anomalous Wireless Links in IoT Networks.
IEEE Access
Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna
2020 J jnl
Learning to Detect Anomalous Wireless Links in IoT Networks.
CoRR
Gregor Cerar, Halil Yetgin, Carolina Fortuna
2020 B conf
On Designing a Machine Learning Based Wireless Link Quality Classifier.
PIMRC
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
2020 J jnl
On Designing a Machine Learning Based Wireless Link Quality Classifier.
CoRR
Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna
2018 J jnl
Link Quality Estimation using Machine Learning.
CoRR
Gregor Cerar, Mihael Mohorcic, Timotej Gale, Carolina Fortuna
2017 J jnl
Software interfaces for control, optimization and update of 5G machine type communication networks.
Comput. Networks
Carolina Fortuna, Adnan Bekan, Tomaz Javornik, Gregor Cerar, Mihael Mohorcic