Carolina Fortuna

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 62

Top Topics

Anomaly Detection

Temporal Correlation

Top Venues

Eng. Appl. Artif. Intell.

Publications

Vid Hanzel, Blaz Bertalanic, Carolina Fortuna
Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph. CoRR (2024)
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) (2024)
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)
Andrej Cop, Blaz Bertalanic, Carolina Fortuna
An Overview and Solution for Democratizing AI Workflows at the Network Edge. CoRR (2024)
Maria Belesioti, Stylianos Trevlakis, Ramon Sanchez-Iborra, Rodrigo Asensio Garriga, Ioannis P. Chochliouros, Dimitrios N. Arvanitozisis, Carolina Fortuna, Francisco Javier de Vicente Gutierrez, Sotiris Soukaras, Dimitris Kavallieros
Beyond 5G Networking: The Case of NANCY Project. AIAI Workshops (2024)
Din Music, Jernej Hribar, Carolina Fortuna
Digital transformation with a lightweight on-premise PaaS. Future Gener. Comput. Syst. 160 (2024)
Carolina Fortuna, Vid Hanzel, Blaz Bertalanic
RAG Enabled Conversations about Household Electricity Monitoring. CoRR (2024)
Blaz Bertalanic, Jernej Hribar, Carolina Fortuna
Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks. IEEE Open J. Commun. Soc. 5 (2024)
Blaz Bertalanic, Vid Hanzel, Carolina Fortuna
Explainable semantic wireless anomaly characterization for digital twins. Comput. Networks 251 (2024)
Ljupcho Milosheski, Mihael Mohorcic, Carolina Fortuna
Spectrum Sensing With Deep Clustering: Label-Free Radio Access Technology Recognition. IEEE Open J. Commun. Soc. 5 (2024)
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 (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)
Valerij Jovanov, Blaz Bertalanic, Carolina Fortuna
Machine Vision Based Wireless Link Layer Anomaly Characterization. NetAISys@MobiSys (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Deep Feature Learning for Wireless Spectrum Data. CoRR (2023)
Leo Ogrizek, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
Area Under Time Series Transformation for Home Appliance Classification. WiMob (2023)
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) (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
Self-supervised learning for clustering of wireless spectrum activity. Comput. Commun. 212 (2023)
Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic
Dimensioning Wireless Embedded Test Environments to Support Continuous Integration. INFOCOM Workshops (2023)
Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob (2023)
Carolina Fortuna, Halil Yetgin, Leo Ogrizek, Esteban Municio, Johann M. Márquez-Barja, Mihael Mohorcic
HANNA: Human-friendly provisioning and configuration of smart devices. Eng. Appl. Artif. Intell. 126 (2023)
Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic
XAI for Self-supervised Clustering of Wireless Spectrum Activity. CoRR (2023)
Blaz Bertalanic, Carolina Fortuna
Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification. WCNC (2023)
Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna
GNN for Wireless Link Anomaly Detection. INFOCOM Workshops (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)
Din Music, Carolina Fortuna
Kubitect - a Solution for On-premise Cluster Deployment. UCC (2022)
Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. ICC (2022)
Blaz Bertalanic, Jakob Jenko, Carolina Fortuna
Dimensionality Expansion and Transfer Learning for Next Generation Energy Management Systems. CoRR (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)
Ivan Boskov, Halil Yetgin, Carolina Fortuna, Mihael Mohorcic
Performance Evaluation of COINS Framework for Wireless Network Automation. EuCNC/6G Summit (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)
Blaz Bertalanic, Marko Meza, Carolina Fortuna
Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks. CoRR (2021)
Timotej Gale, Tomaz Solc, Rares-Andrei Mosoi, Mihael Mohorcic, Carolina Fortuna
Automatic Detection of Wireless Transmissions. IEEE Access 8 (2020)
Ivan Boskov, Halil Yetgin, Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic
Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning. CoRR (2020)
Gregor Cerar, Halil Yetgin, Carolina Fortuna
Learning to Detect Anomalous Wireless Links in IoT Networks. CoRR (2020)
Ivan Boskov, Halil Yetgin, Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic
Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning. GLOBECOM (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)
Tomaz Solc, Halil Yetgin, Timotej Gale, Mihael Mohorcic, Carolina Fortuna
Whitelisting in RFDMA Networks. IEEE Access 7 (2019)
Matevz Vucnik, Carolina Fortuna, Tomaz Solc, Mihael Mohorcic
Integrating Research Testbeds into Social Coding Platforms. EuCNC (2018)
Carolina Fortuna, Timotej Gale, Tomaz Solc, Mihael Mohorcic
Automatic Detection and Query of Wireless Spectrum Events from Streaming Data. CoRR (2018)
Matevz Vucnik, Tomaz Solc, Urban Gregorc, Andrej Hrovat, Klemen Bregar, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna
COINS: ContinuOus IntegratioN in wirelesS technology development. CoRR (2018)
Gregor Cerar, Mihael Mohorcic, Timotej Gale, Carolina Fortuna
Link Quality Estimation using Machine Learning. CoRR (2018)
Matevz Vucnik, Tomaz Solc, Urban Gregorc, Andrej Hrovat, Klemen Bregar, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna
Continuous Integration in Wireless Technology Development. IEEE Commun. Mag. 56 (12) (2018)
Marieke van Erp, Medha Atre, Vanessa López, Kavitha Srinivas, Carolina Fortuna
Preface. ISWC (P&D/Industry/BlueSky) (2018)
Tomaz Solc, Carolina Fortuna
An Adaptive Channel Quality Metric for Ultra-Narrowband Systems. EuCNC (2018)
Tomaz Solc, Timotej Gale, Carolina Fortuna
Optimization of ultra-narrowband wireless communication: An experimental case study. INFOCOM Workshops (2017)
Mihai Suciu, Tomaz Solc, Ligia Cremene, Mihael Mohorcic, Carolina Fortuna
Discrete Transmit Power Devices in Dense Wireless Networks: Methodology and Case Study. IEEE Access 5 (2017)
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)
Merima Kulin, Carolina Fortuna, Eli De Poorter, Dirk Deschrijver, Ingrid Moerman
Data-Driven Design of Intelligent Wireless Networks: An Overview and Tutorial. Sensors 16 (6) (2016)
Peter Ruckebusch, Eli De Poorter, Carolina Fortuna, Ingrid Moerman
GITAR: Generic extension for Internet-of-Things ARchitectures enabling dynamic updates of network and application modules. Ad Hoc Networks 36 (2016)
Carolina Fortuna, Eli De Poorter, Primoz Skraba, Ingrid Moerman
Data Driven Wireless Network Design: A Multi-level Modeling Approach. Wirel. Pers. Commun. 88 (1) (2016)
Wei Liu, Mikolaj Chwalisz, Carolina Fortuna, Eli De Poorter, Jan-Hinrich Hauer, Daan Pareit, Lieven Hollevoet, Ingrid Moerman
Heterogeneous spectrum sensing: challenges and methodologies. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Adnan Bekan, Mihael Mohorcic, Justin Cinkelj, Carolina Fortuna
An Architecture for Fully Reconfigurable Plug-and-Play Wireless Sensor Network Testbed. GLOBECOM (2015)
Aleksandra Rashkovska, Jost Novljan, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna
Online short-term forecasting of photovoltaic energy production. ISGT (2015)
Carolina Fortuna, Mihael Mohorcic
A Framework for Dynamic Composition of Communication Services. ACM Trans. Sens. Networks 11 (2) (2015)
Carolina Fortuna, Milorad Tosic, Mikolaj Chwalisz, Peter De Valck, Ingrid Moerman, Ivan Seskar
Representation of spectrum sensing experimentation functionality for federated management and control. IM (2015)
Ciprian Anton, Andrei Toma, Ligia Chira Cremene, Mihael Mohorcic, Carolina Fortuna
Power allocation game for interference mitigation in a real-world experimental testbed. ICC (2014)
Justin Cinkelj, Marjan Sterk, Adnan Bekan, Mihael Mohorcic, Carolina Fortuna
Design trade-offs for the wireless management networks of constrained device testbeds. ISWCS (2014)
Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN (2012)
Carolina Fortuna, Patricia Oniga, Zoltan Padrah, Mihael Mohorcic, Alexandra Moraru
Metadata management for the web of things: a practical perspective. WoT (2012)
Alexandra Moraru, Klemen Kenda, Blaz Fortuna, Luka Bradesko, Maja Skrjanc, Dunja Mladenic, Carolina Fortuna
Supporting Rule Generation and Validation on Environmental Data in EnStreaM. ESWC (Satellite Events) (2012)
Carolina Fortuna, Matevz Vucnik, Blaz Fortuna, Klemen Kenda, Alexandra Moraru, Dunja Mladenic
Towards building a global oracle: a physical mashup using artificial intelligence technology. WoT (2012)
Raluca Brehar, Carolina Fortuna, Silviu Bota, Dunja Mladenic, Sergiu Nedevschi
Spatio-temporal reasoning for traffic scene understanding. ICCP (2011)
Alexandra Moraru, Carolina Fortuna, Dunja Mladenic
A System for Publishing Sensor Data on the Semantic Web. J. Comput. Inf. Technol. 19 (4) (2011)
Carolina Fortuna, Marko Grobelnik
The web of things. WWW (Companion Volume) (2011)
Blaz Fortuna, Carolina Fortuna, Dunja Mladenic
Real-Time News Recommender System. ECML/PKDD (3) (2010)
Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic
Using Machine Learning on Sensor Data. J. Comput. Inf. Technol. 18 (4) (2010)
Carolina Fortuna, Mihael Mohorcic
Dynamic composition of services for end-to-end information transport. IEEE Wirel. Commun. 16 (4) (2009)
Carolina Fortuna, Mihael Mohorcic
Trends in the development of communication networks: Cognitive networks. Comput. Networks 53 (9) (2009)
Mihael Mohorcic, Carolina Fortuna, Andrej Vilhar, Joachim Horwath
Evaluation of Wavelength Requirements for Stratospheric Optical Transport Networks. J. Commun. 4 (8) (2009)
Carolina Fortuna, Mihael Mohorcic
A local knowledge base for service oriented access network selection. MobiHeld (2009)
Carolina Fortuna, Mihael Mohorcic
A Local Knowledge Base for the Media Independent Information System. FIS (2009)
Carolina Fortuna, Mihael Mohorcic, Bogdan Filipie
Multiobjective optimization of service delivery over a heterogeneous wireless access system. ISWCS (2008)