Carolina Fortuna

According to our database, Carolina Fortuna authored at least 66 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CARMEL: Capturing spatio-temporal correlations via time-series sub-window imaging for home appliance classification.

Blaz Bertalanic, Carolina Fortuna

Eng. Appl. Artif. Intell., January, 2024

Energy Efficient Deep Multi-Label ON/OFF Classification of Low Frequency Metered Home Appliances.

Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna

IEEE Access, 2024

2023

Self-supervised learning for clustering of wireless spectrum activity.

Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic

Comput. Commun., December, 2023

Resource-Aware Time Series Imaging Classification for Wireless Link Layer Anomalies.

Blaz Bertalanic, Marko Meza, Carolina Fortuna

IEEE Trans. Neural Networks Learn. Syst., October, 2023

Towards Sustainable Deep Learning for Multi-Label Classification on NILM.

Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Carolina Fortuna

CoRR, 2023

XAI for Self-supervised Clustering of Wireless Spectrum Activity.

Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic

CoRR, 2023

Area Under Time Series Transformation for Home Appliance Classification.

Leo Ogrizek, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna

Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023

Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches.

Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna

Proceedings of the 19th International Conference on Wireless and Mobile Computing, 2023

Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification.

Blaz Bertalanic, Carolina Fortuna

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Deep Feature Learning for Wireless Spectrum Data.

Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Dimensioning Wireless Embedded Test Environments to Support Continuous Integration.

Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic

Proceedings of the IEEE INFOCOM 2023, 2023

GNN for Wireless Link Anomaly Detection.

Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna

Proceedings of the IEEE INFOCOM 2023, 2023

2022

Resource-aware Deep Learning for Wireless Fingerprinting Localization.

Gregor Cerar, Blaz Bertalanic, Carolina Fortuna

CoRR, 2022

On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups.

Carolina Fortuna, Din Music, Gregor Cerar, Andrej Campa, Panagiotis Kapsalis, Mihael Mohorcic

CoRR, 2022

On Designing Data Models for Energy Feature Stores.

Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna

CoRR, 2022

Kubitect - a Solution for On-premise Cluster Deployment.

Din Music, Carolina Fortuna

Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Towards Sustainable Deep Learning for Wireless Fingerprinting Localization.

Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna

Proceedings of the IEEE International Conference on Communications, 2022

2021

Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks.

Blaz Bertalanic, Marko Meza, Carolina Fortuna

CoRR, 2021

Machine Learning for Wireless Link Quality Estimation: A Survey.

Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna

IEEE Commun. Surv. Tutorials, 2021

Learning to Fairly Classify the Quality of Wireless Links.

Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna

Proceedings of the 16th Annual Conference on Wireless On-demand Network Systems and Services Conference, 2021

A Deep Learning Model for Anomalous Wireless Link Detection.

Blaz Bertalanic, Halil Yetgin, Gregor Cerar, Carolina Fortuna

Proceedings of the 17th International Conference on Wireless and Mobile Computing, 2021

Machine Learning-Based Model Selection for Anomalous Wireless Link Detection.

Gregor Cerar, Halil Yetgin, Carolina Fortuna

Proceedings of the International Conference on Software, 2021

Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network.

Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

Performance Evaluation of COINS Framework for Wireless Network Automation.

Ivan Boskov, Halil Yetgin, Carolina Fortuna, Mihael Mohorcic

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2021

2020

Learning to Detect Anomalous Wireless Links in IoT Networks.

Gregor Cerar, Halil Yetgin, Carolina Fortuna

CoRR, 2020

Automatic Detection of Wireless Transmissions.

Timotej Gale, Tomaz Solc, Rares-Andrei Mosoi, Mihael Mohorcic, Carolina Fortuna

IEEE Access, 2020

Learning to Detect Anomalous Wireless Links in IoT Networks.

Gregor Cerar, Halil Yetgin, Blaz Bertalanic, Carolina Fortuna

IEEE Access, 2020

On Designing a Machine Learning Based Wireless Link Quality Classifier.

Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning.

Ivan Boskov, Halil Yetgin, Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic

Proceedings of the IEEE Global Communications Conference, 2020

2019

Whitelisting in RFDMA Networks.

Tomaz Solc, Halil Yetgin, Timotej Gale, Mihael Mohorcic, Carolina Fortuna

IEEE Access, 2019

2018

Link Quality Estimation using Machine Learning.

Gregor Cerar, Mihael Mohorcic, Timotej Gale, Carolina Fortuna

CoRR, 2018

Automatic Detection and Query of Wireless Spectrum Events from Streaming Data.

Carolina Fortuna, Timotej Gale, Tomaz Solc, Mihael Mohorcic

CoRR, 2018

COINS: ContinuOus IntegratioN in wirelesS technology development.

Matevz Vucnik, Tomaz Solc, Urban Gregorc, Andrej Hrovat, Klemen Bregar, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna

CoRR, 2018

Continuous Integration in Wireless Technology Development.

Matevz Vucnik, Tomaz Solc, Urban Gregorc, Andrej Hrovat, Klemen Bregar, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna

IEEE Commun. Mag., 2018

Preface.

Marieke van Erp, Medha Atre, Vanessa López, Kavitha Srinivas, Carolina Fortuna

Proceedings of the ISWC 2018 Posters & Demonstrations, Industry and Blue Sky Ideas Tracks co-located with 17th International Semantic Web Conference (ISWC 2018), Monterey, USA, October 8th - to, 2018

Integrating Research Testbeds into Social Coding Platforms.

Matevz Vucnik, Carolina Fortuna, Tomaz Solc, Mihael Mohorcic

Proceedings of the 2018 European Conference on Networks and Communications, 2018

An Adaptive Channel Quality Metric for Ultra-Narrowband Systems.

Tomaz Solc, Carolina Fortuna

Proceedings of the 2018 European Conference on Networks and Communications, 2018

2017

Software interfaces for control, optimization and update of 5G machine type communication networks.

Carolina Fortuna, Adnan Bekan, Tomaz Javornik, Gregor Cerar, Mihael Mohorcic

Comput. Networks, 2017

Discrete Transmit Power Devices in Dense Wireless Networks: Methodology and Case Study.

Mihai Suciu, Tomaz Solc, Ligia Cremene, Mihael Mohorcic, Carolina Fortuna

IEEE Access, 2017

Optimization of ultra-narrowband wireless communication: An experimental case study.

Tomaz Solc, Timotej Gale, Carolina Fortuna

Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

2016

Data Driven Wireless Network Design: A Multi-level Modeling Approach.

Carolina Fortuna, Eli De Poorter, Primoz Skraba, Ingrid Moerman

Wirel. Pers. Commun., 2016

Data-Driven Design of Intelligent Wireless Networks: An Overview and Tutorial.

Merima Kulin, Carolina Fortuna, Eli De Poorter, Dirk Deschrijver, Ingrid Moerman

Sensors, 2016

GITAR: Generic extension for Internet-of-Things ARchitectures enabling dynamic updates of network and application modules.

Peter Ruckebusch, Eli De Poorter, Carolina Fortuna, Ingrid Moerman

Ad Hoc Networks, 2016

2015

A Framework for Dynamic Composition of Communication Services.

Carolina Fortuna, Mihael Mohorcic

ACM Trans. Sens. Networks, 2015

Heterogeneous spectrum sensing: challenges and methodologies.

Wei Liu, Mikolaj Chwalisz, Carolina Fortuna, Eli De Poorter, Jan-Hinrich Hauer, Daan Pareit, Lieven Hollevoet, Ingrid Moerman

EURASIP J. Wirel. Commun. Netw., 2015

Online short-term forecasting of photovoltaic energy production.

Aleksandra Rashkovska, Jost Novljan, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna

Proceedings of the 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2015

Representation of spectrum sensing experimentation functionality for federated management and control.

Carolina Fortuna, Milorad Tosic, Mikolaj Chwalisz, Peter De Valck, Ingrid Moerman, Ivan Seskar

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

An Architecture for Fully Reconfigurable Plug-and-Play Wireless Sensor Network Testbed.

Adnan Bekan, Mihael Mohorcic, Justin Cinkelj, Carolina Fortuna

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Design trade-offs for the wireless management networks of constrained device testbeds.

Justin Cinkelj, Marjan Sterk, Adnan Bekan, Mihael Mohorcic, Carolina Fortuna

Proceedings of the 11th International Symposium on Wireless Communications Systems, 2014

Power allocation game for interference mitigation in a real-world experimental testbed.

Ciprian Anton, Andrei Toma, Ligia Chira Cremene, Mihael Mohorcic, Carolina Fortuna

Proceedings of the IEEE International Conference on Communications, 2014

2012

Towards building a global oracle: a physical mashup using artificial intelligence technology.

Carolina Fortuna, Matevz Vucnik, Blaz Fortuna, Klemen Kenda, Alexandra Moraru, Dunja Mladenic

Proceedings of the Third International Workshop on the Web of Things, 2012

Metadata management for the web of things: a practical perspective.

Carolina Fortuna, Patricia Oniga, Zoltan Padrah, Mihael Mohorcic, Alexandra Moraru

Proceedings of the Third International Workshop on the Web of Things, 2012

A Framework for Acquiring Semantic Sensor Descriptions (Short Paper).

Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic

Proceedings of the 5th International Workshop on Semantic Sensor Networks, 2012

Supporting Rule Generation and Validation on Environmental Data in EnStreaM.

Alexandra Moraru, Klemen Kenda, Blaz Fortuna, Luka Bradesko, Maja Skrjanc, Dunja Mladenic, Carolina Fortuna

Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

2011

A System for Publishing Sensor Data on the Semantic Web.

Alexandra Moraru, Carolina Fortuna, Dunja Mladenic

J. Comput. Inf. Technol., 2011

The web of things.

Carolina Fortuna, Marko Grobelnik

Proceedings of the 20th International Conference on World Wide Web, 2011

Spatio-temporal reasoning for traffic scene understanding.

Raluca Brehar, Carolina Fortuna, Silviu Bota, Dunja Mladenic, Sergiu Nedevschi

Proceedings of the IEEE International Conference on Intelligent Computer Communication and Processing, 2011

Increasing Predictability and Sharing Tacit Knowledge in Electronic Design.

Vadim Ermolayev, Frank Dengler, Carolina Fortuna, Tadej Stajner, Tom Bösser, Elke-Maria Melchior

Proceedings of the Context and Semantics for Knowledge Management, 2011

2010

Using Machine Learning on Sensor Data.

Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic

J. Comput. Inf. Technol., 2010

Real-Time News Recommender System.

Blaz Fortuna, Carolina Fortuna, Dunja Mladenic

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

Dynamic composition of services for end-to-end information transport.

Carolina Fortuna, Mihael Mohorcic

IEEE Wirel. Commun., 2009

Evaluation of Wavelength Requirements for Stratospheric Optical Transport Networks.

Mihael Mohorcic, Carolina Fortuna, Andrej Vilhar, Joachim Horwath

J. Commun., 2009

Trends in the development of communication networks: Cognitive networks.

Carolina Fortuna, Mihael Mohorcic

Comput. Networks, 2009

A local knowledge base for service oriented access network selection.

Carolina Fortuna, Mihael Mohorcic

Proceedings of the 1st ACM SIGCOMM Workshop on Networking, 2009

A Local Knowledge Base for the Media Independent Information System.

Carolina Fortuna, Mihael Mohorcic

Proceedings of the Future Internet - FIS 2009, Second Future Internet Symposium, 2009

2008

Multiobjective optimization of service delivery over a heterogeneous wireless access system.

Carolina Fortuna, Mihael Mohorcic, Bogdan Filipie

Proceedings of the 2008 5th International Symposium on Wireless Communication Systems, 2008