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ORCIDBlaz Bertalanic
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2020 – today
- 2025
[j12]Ljupcho Milosheski
, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Radio Signals Recognition With Unsupervised Deep Learning: A Survey. IEEE Access 13: 217769-217798 (2025)- [j11]Joze M. Rozanec, Gasper Petelin, João Pita Costa, Gregor Cerar, Blaz Bertalanic, Marko Gucek, Gregor Papa, Dunja Mladenic:
Dealing with zero-inflated data: Achieving state-of-the-art with a two-fold machine learning approach. Eng. Appl. Artif. Intell. 149: 110339 (2025) - [j10]Irina Barasin, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification. Int. J. Intell. Syst. 2025(1) (2025) - [j9]Andrej Cop, Blaz Bertalanic, Carolina Fortuna:
An overview and solution for democratizing AI workflows at the network edge. J. Netw. Comput. Appl. 239: 104180 (2025) - [c14]Jovan Prodanov, Blaz Bertalanic, Carolina Fortuna, Shih-Kai Chou, Matjaz B. Juric, Ramon Sanchez-Iborra, Jernej Hribar:
Multi-Agent Reinforcement Learning-Based In-Place Scaling Engine for Edge-Cloud Systems. CLOUD 2025: 32-42 - [c13]Andrej Cop, Blaz Bertalanic, Marko Grobelnik, Carolina Fortuna:
MRM3: Machine Readable ML Model Metadata. MobiSys 2025: 741-746 - [c12]Shih-Kai Chou, Jernej Hribar, Blaz Bertalanic, Mihael Mohorcic, Thomas Lagkas, Panagiotis G. Sarigiannidis, Carolina Fortuna:
Energy Cost of the AI/ML Workflow in O-RAN. NFV-SDN 2025: 1-6 - [c11]Jovan Prodanov, Blaz Bertalanic, Carolina Fortuna, Jernej Hribar:
Demonstrating Smart Scaling of AI-Services for Future Networks. WCNC 2025: 1-3 - [i23]Athanasios Tziouvaras, Blaz Bertalanic, George Floros, Kostas Kolomvatsos, Panagiotis Sarigiannidis, Carolina Fortuna:
A Representation Learning Approach to Feature Drift Detection in Wireless Networks. CoRR abs/2505.10325 (2025) - [i22]Andrej Cop, Blaz Bertalanic, Marko Grobelnik, Carolina Fortuna:
MRM3: Machine Readable ML Model Metadata. CoRR abs/2505.13343 (2025) - [i21]Blaz Bertalanic, Matej Vnucec, Carolina Fortuna:
Graph Neural Networks Based Anomalous RSSI Detection. CoRR abs/2505.15847 (2025) - [i20]Ivana Kesic, Carolina Fortuna, Mihael Mohorcic, Blaz Bertalanic:
A Network Science Approach to Granular Time Series Segmentation. CoRR abs/2505.17640 (2025) - [i19]Carolina Fortuna, Gregor Cerar, Blaz Bertalanic, Andrej Campa, Mihael Mohorcic:
Data Model Design for Explainable Machine Learning-based Electricity Applications. CoRR abs/2505.23607 (2025) - [i18]Jovan Prodanov, Blaz Bertalanic, Carolina Fortuna, Shih-Kai Chou, Matjaz B. Juric, Ramon Sanchez-Iborra, Jernej Hribar:
Multi-agent Reinforcement Learning-based In-place Scaling Engine for Edge-cloud Systems. CoRR abs/2507.07671 (2025) - [i17]Athanasios Tziouvaras, Carolina Fortuna, George Floros, Kostas Kolomvatsos, Panagiotis Sarigiannidis, Marko Grobelnik, Blaz Bertalanic:
Towards Reliable AI in 6G: Detecting Concept Drift in Wireless Network. CoRR abs/2508.00042 (2025) - [i16]Ivana Kesic, Aljaz Blatnik, Carolina Fortuna, Blaz Bertalanic:
Deep Temporal Graph Networks for Real-Time Correction of GNSS Jamming-Induced Deviations. CoRR abs/2509.14000 (2025) - [i15]Tim Strnad, Blaz Bertalanic, Carolina Fortuna:
A Configuration-First Framework for Reproducible, Low-Code Localization. CoRR abs/2510.25692 (2025) - [i14]Ljupcho Milosheski, Kuon Akiyama, Blaz Bertalanic, Jernej Hribar, Ryoichi Shinkuma:
A Multimodal Dataset for Indoor Radio Mapping with 3D Point Clouds and RSSI. CoRR abs/2511.00494 (2025) - 2024
- [j8]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) - [j7]Blaz Bertalanic, Vid Hanzel, Carolina Fortuna:
Explainable semantic wireless anomaly characterization for digital twins. Comput. Networks 251: 110660 (2024) - [j6]Blaz Bertalanic, Carolina Fortuna:
CARMEL: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification. Eng. Appl. Artif. Intell. 127(Part B): 107318 (2024) - [j5]Blaz Bertalanic, Carolina Fortuna:
Corrigendum to "CARMEL: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification" [Eng. Appl. Artif. Intell. 127 (Part B) (2024) 107318]. Eng. Appl. Artif. Intell. 130: 107688 (2024) - [j4]Blaz Bertalanic, Jernej Hribar, Carolina Fortuna:
Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks. IEEE Open J. Commun. Soc. 5: 3050-3065 (2024) - [c10]Carolina Fortuna, Vid Hanzel, Blaz Bertalanic:
Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin. SmartGridComm 2024: 8-14 - [c9]Ljupcho Milosheski, Leila Mokrovic, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna, Jernej Hribar:
Self-Supervised Visual Exploration of Age of Information Process in IoT. WF-IoT 2024: 753-758 - [i13]Vid Hanzel, Blaz Bertalanic, Carolina Fortuna:
Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph. CoRR abs/2405.18869 (2024) - [i12]Carolina Fortuna, Vid Hanzel, Blaz Bertalanic:
RAG Enabled Conversations about Household Electricity Monitoring. CoRR abs/2406.06566 (2024) - [i11]Andrej Cop, Blaz Bertalanic, Carolina Fortuna:
An Overview and Solution for Democratizing AI Workflows at the Network Edge. CoRR abs/2407.11905 (2024) - [i10]Irina Barasin, Blaz Bertalanic, Miha Mohorcic, Carolina Fortuna:
Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification. CoRR abs/2411.14904 (2024) - 2023
- [j3]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) - [j2]Blaz Bertalanic, Marko Meza, Carolina Fortuna:
Resource-Aware Time Series Imaging Classification for Wireless Link Layer Anomalies. IEEE Trans. Neural Networks Learn. Syst. 34(10): 8031-8043 (2023) - [c8]Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
GNN for Wireless Link Anomaly Detection. INFOCOM Workshops 2023: 1-2 - [c7]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Deep Feature Learning for Wireless Spectrum Data. MeditCom 2023: 121-126 - [c6]Valerij Jovanov, Blaz Bertalanic, Carolina Fortuna:
Machine Vision Based Wireless Link Layer Anomaly Characterization. NetAISys@MobiSys 2023: 1:1-1:6 - [c5]Blaz Bertalanic, Carolina Fortuna:
Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification. WCNC 2023: 1-6 - [c4]Leo Ogrizek, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
Area Under Time Series Transformation for Home Appliance Classification. WiMob 2023: 78-83 - [c3]Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob 2023: 143-148 - [i9]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
XAI for Self-supervised Clustering of Wireless Spectrum Activity. CoRR abs/2305.10060 (2023) - [i8]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) - [i7]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Deep Feature Learning for Wireless Spectrum Data. CoRR abs/2308.03530 (2023) - [i6]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
- [c2]Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna:
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. ICC 2022: 3208-3213 - [i5]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) - [i4]Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna:
On Designing Data Models for Energy Feature Stores. CoRR abs/2205.04267 (2022) - [i3]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Self-supervised Learning for Clustering of Wireless Spectrum Activity. CoRR abs/2210.02899 (2022) - [i2]Gregor Cerar, Blaz Bertalanic, Carolina Fortuna:
Resource-aware Deep Learning for Wireless Fingerprinting Localization. CoRR abs/2211.01759 (2022) - 2021
- [c1]Blaz Bertalanic, Halil Yetgin, Gregor Cerar, Carolina Fortuna:
A Deep Learning Model for Anomalous Wireless Link Detection. WiMob 2021: 265-270 - [i1]Blaz Bertalanic, Marko Meza, Carolina Fortuna:
Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks. CoRR abs/2104.00972 (2021) - 2020
- [j1]Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna:
Learning to Detect Anomalous Wireless Links in IoT Networks. IEEE Access 8: 212130-212155 (2020)
Coauthor Index
aka: Miha Mohorcic
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