Blaz Bertalanic

50 papers A 1B 6Journal 36Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Representation Learning Approach to Feature Drift Detection in Wireless Networks. IEEE Trans. Emerg. Top. Comput. Athanasios Tziouvaras, Blaz Bertalanic, George Floros, Kostas Kolomvatsos, Panagiotis Sarigiannidis, Carolina Fortuna
2025	J	`jnl`	A Configuration-First Framework for Reproducible, Low-Code Localization. CoRR Tim Strnad, Blaz Bertalanic, Carolina Fortuna
2025	J	`jnl`	A Multimodal Dataset for Indoor Radio Mapping with 3D Point Clouds and RSSI. CoRR Ljupcho Milosheski, Kuon Akiyama, Blaz Bertalanic, Jernej Hribar, Ryoichi Shinkuma
2025	J	`jnl`	A Network Science Approach to Granular Time Series Segmentation. CoRR Ivana Kesic, Carolina Fortuna, Mihael Mohorcic, Blaz Bertalanic
2025	J	`jnl`	A Representation Learning Approach to Feature Drift Detection in Wireless Networks. CoRR Athanasios Tziouvaras, Blaz Bertalanic, George Floros, Kostas Kolomvatsos, Panagiotis Sarigiannidis, Carolina Fortuna
2025	J	`jnl`	An overview and solution for democratizing AI workflows at the network edge. J. Netw. Comput. Appl. Andrej Cop, Blaz Bertalanic, Carolina Fortuna
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
2025	J	`jnl`	Deep Temporal Graph Networks for Real-Time Correction of GNSS Jamming-Induced Deviations. CoRR Ivana Kesic, Aljaz Blatnik, Carolina Fortuna, Blaz Bertalanic
2025	B	`conf`	Demonstrating Smart Scaling of AI-Services for Future Networks. WCNC Jovan Prodanov, Blaz Bertalanic, Carolina Fortuna, Jernej Hribar
2025	—	`conf`	Energy Cost of the AI/ML Workflow in O-RAN. NFV-SDN Shih-Kai Chou, Jernej Hribar, Blaz Bertalanic, Mihael Mohorcic, Thomas Lagkas, Panagiotis G. Sarigiannidis, Carolina Fortuna
2025	J	`jnl`	Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification. Int. J. Intell. Syst. Irina Barasin, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
2025	J	`jnl`	Graph Neural Networks Based Anomalous RSSI Detection. CoRR Blaz Bertalanic, Matej Vnucec, Carolina Fortuna
2025	A	`conf`	MRM3: Machine Readable ML Model Metadata. MobiSys Andrej Cop, Blaz Bertalanic, Marko Grobelnik, Carolina Fortuna
2025	J	`jnl`	MRM3: Machine Readable ML Model Metadata. CoRR Andrej Cop, Blaz Bertalanic, Marko Grobelnik, Carolina Fortuna
2025	B	`conf`	Multi-Agent Reinforcement Learning-Based In-Place Scaling Engine for Edge-Cloud Systems. CLOUD Jovan Prodanov, Blaz Bertalanic, Carolina Fortuna, Shih-Kai Chou, Matjaz B. Juric, Ramon Sanchez-Iborra, Jernej Hribar
2025	J	`jnl`	Multi-agent Reinforcement Learning-based In-place Scaling Engine for Edge-cloud Systems. CoRR Jovan Prodanov, Blaz Bertalanic, Carolina Fortuna, Shih-Kai Chou, Matjaz B. Juric, Ramon Sanchez-Iborra, Jernej Hribar
2025	J	`jnl`	Radio Signals Recognition With Unsupervised Deep Learning: A Survey. IEEE Access Ljupcho Milosheski, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
2025	J	`jnl`	Towards Reliable AI in 6G: Detecting Concept Drift in Wireless Network. CoRR Athanasios Tziouvaras, Carolina Fortuna, George Floros, Kostas Kolomvatsos, Panagiotis Sarigiannidis, Marko Grobelnik, Blaz Bertalanic
2024	J	`jnl`	An Overview and Solution for Democratizing AI Workflows at the Network Edge. CoRR Andrej Cop, Blaz Bertalanic, Carolina Fortuna
2024	J	`jnl`	CARMEL: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification. Eng. Appl. Artif. Intell. Blaz Bertalanic, Carolina Fortuna
2024	J	`jnl`	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. Blaz Bertalanic, Carolina Fortuna
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
2024	J	`jnl`	Explainable semantic wireless anomaly characterization for digital twins. Comput. Networks Blaz Bertalanic, Vid Hanzel, Carolina Fortuna
2024	J	`jnl`	Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification. CoRR Irina Barasin, Blaz Bertalanic, Miha Mohorcic, Carolina Fortuna
2024	—	`conf`	Natural Language Interaction with a Household Electricity Knowledge-based Digital Twin. SmartGridComm Carolina Fortuna, Vid Hanzel, Blaz Bertalanic
2024	J	`jnl`	RAG Enabled Conversations about Household Electricity Monitoring. CoRR Carolina Fortuna, Vid Hanzel, Blaz Bertalanic
2024	—	`conf`	Self-Supervised Visual Exploration of Age of Information Process in IoT. WF-IoT Ljupcho Milosheski, Leila Mokrovic, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna, Jernej Hribar
2024	J	`jnl`	Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph. CoRR Vid Hanzel, Blaz Bertalanic, Carolina Fortuna
2024	J	`jnl`	Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks. IEEE Open J. Commun. Soc. Blaz Bertalanic, Jernej Hribar, Carolina Fortuna
2023	B	`conf`	Area Under Time Series Transformation for Home Appliance Classification. WiMob Leo Ogrizek, Blaz Bertalanic, 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	—	`conf`	GNN for Wireless Link Anomaly Detection. INFOCOM Workshops Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
2023	B	`conf`	Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification. WCNC Blaz Bertalanic, Carolina Fortuna
2023	B	`conf`	Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
2023	—	`conf`	Machine Vision Based Wireless Link Layer Anomaly Characterization. NetAISys@MobiSys Valerij Jovanov, Blaz Bertalanic, Carolina Fortuna
2023	J	`jnl`	Resource-Aware Time Series Imaging Classification for Wireless Link Layer Anomalies. IEEE Trans. Neural Networks Learn. Syst. Blaz Bertalanic, Marko Meza, 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`	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	J	`jnl`	Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks. CoRR Blaz Bertalanic, Marko Meza, Carolina Fortuna
2020	J	`jnl`	Learning to Detect Anomalous Wireless Links in IoT Networks. IEEE Access Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna