C. Fortuna

发表

Online short-term forecasting of photovoltaic energy production

Carolina Fortuna, Mihael Mohorcic, Aleksandra Rashkovska, 2015, 2015 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference (ISGT).

On Designing Data Models for Energy Feature Stores

C. Fortuna, Gregor Cerar, Blaz Bertalanic, 2022, ArXiv.

Data Model Design and Feature Management for Emerging Energy ML Pipelines

C. Fortuna, Gregor Cerar, Blaz Bertalanic, 2022 .

Self-supervised Learning for Clustering of Wireless Spectrum Activity

M. Mohorčič, C. Fortuna, Gregor Cerar, 2022, ArXiv.

Resource-aware Deep Learning for Wireless Fingerprinting Localization

C. Fortuna, Gregor Cerar, Blaz Bertalanic, 2022, ArXiv.

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

P. Skraba, I. Moerman, E. De Poorter, 2016, Wireless Personal Communications.

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

Ingrid Moerman, Dirk Deschrijver, Eli De Poorter, 2016, Sensors.

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

Carolina Fortuna, Adnan Bekan, Mihael Mohorcic, 2014, 2014 11th International Symposium on Wireless Communications Systems (ISWCS).

Learning to Fairly Classify the Quality of Wireless Links

Halil Yetgin, Carolina Fortuna, Gregor Cerar, 2021, 2021 16th Annual Conference on Wireless On-demand Network Systems and Services Conference (WONS).

Machine Learning for Wireless Link Quality Estimation: A Survey

Halil Yetgin, M. Mohorčič, C. Fortuna, 2018, IEEE Communications Surveys & Tutorials.

On Designing a Machine Learning Based Wireless Link Quality Classifier

Halil Yetgin, M. Mohorčič, C. Fortuna, 2020, 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications.

Link Quality Estimation using Machine Learning pdf

Carolina Fortuna, Gregor Cerar, Mihael Mohorcic, 2018, ArXiv.

Analysis of Machine Learning for Link Quality Estimation

Carolina Fortuna, Gregor Cerar, Mihael Mohorcic, 2018, 1812.08856.

Machine Learning for Link Quality Estimation: A Survey

Halil Yetgin, Carolina Fortuna, Gregor Cerar, 2018 .

A Framework for Dynamic Composition of Communication Services

Carolina Fortuna, Mihael Mohorcic, M. Mohorčič, 2014, ACM Trans. Sens. Networks.

A methodology for experimental evaluation of signal detection methods in spectrum sensing

Carolina Fortuna, Mihael Mohorčič, Tomaž Šolc, 2018, PloS one.

Evaluation of Wavelength Requirements for Stratospheric Optical Transport Networks

Carolina Fortuna, Mihael Mohorcic, Joachim Horwath, 2009, J. Commun..

Wavelength requirements in optical transport networks based on high-altitude platforms

M. Mohorcic, A. Vilhar, C. Fortuna, 2008, 2008 6th International Symposium on Communication Systems, Networks and Digital Signal Processing.

HAP based optical transport network design

C. Fortuna, 2006 .

Increasing Predictability and Sharing Tacit Knowledge in Electronic Design

Carolina Fortuna, Vadim Ermolayev, Tadej Stajner, 2011, Context and Semantics for Knowledge Management.

Heterogeneous spectrum sensing: challenges and methodologies

Ingrid Moerman, Eli De Poorter, Wei Liu, 2015, EURASIP J. Wirel. Commun. Netw..

The web of things

Marko Grobelnik, Carolina Fortuna, M. Grobelnik, 2011, WWW.

Feature Management for Machine Learning Operation Pipelines in AI Native Networks

M. Grobelnik, M. Mohorčič, C. Fortuna, 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom).

Using machine learning on sensor data

Dunja Mladenic, Carolina Fortuna, Alexandra Moraru, 2010, Proceedings of the ITI 2010, 32nd International Conference on Information Technology Interfaces.

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

Ingrid Moerman, Eli De Poorter, Peter Ruckebusch, 2016, Ad Hoc Networks.

Trends in the development of communication networks: Cognitive networks

Carolina Fortuna, Mihael Mohorcic, M. Mohorčič, 2009, Comput. Networks.

Graph Neural Networks Based Anomalous RSSI Detection

C. Fortuna, Blaz Bertalanic, Matej Vnučec, 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom).

Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification

C. Fortuna, Blaz Bertalanic, 2023, 2023 IEEE Wireless Communications and Networking Conference (WCNC).

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

Ales Svigelj, Carolina Fortuna, Tomaz Javornik, 2021, 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit).

Area Under Time Series Transformation for Home Appliance Classification

M. Mohorčič, C. Fortuna, Blaz Bertalanic, 2023, 2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

A Deep Learning Model for Anomalous Wireless Link Detection

Halil Yetgin, C. Fortuna, Gregor Cerar, 2021, 2021 17th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob).

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

Carolina Fortuna, Blavz Bertalanivc, Marko Mevza, 2021, IEEE Transactions on Neural Networks and Learning Systems.

Learning to Detect Anomalous Wireless Links in IoT Networks

Halil Yetgin, C. Fortuna, Gregor Cerar, 2020, IEEE Access.

Smart Infrastructures: Artificial Intelligence-Enabled Lifecycle Automation

Halil Yetgin, M. Mohorčič, C. Fortuna, 2023, IEEE Industrial Electronics Magazine.

Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS

C. Fortuna, Blavz Bertalanivc, Jakob Jenko, 2022, 2204.02802.

Machine Vision Based Wireless Link Layer Anomaly Characterization

C. Fortuna, Blaz Bertalanic, Valerij Jovanov, 2023, Proceedings of the 1st International Workshop on Networked AI Systems.

Tutorial : The Web of Things

M. Grobelnik, C. Fortuna, 2011 .

Whitelisting in RFDMA Networks

Halil Yetgin, Carolina Fortuna, Timotej Gale, 2019, IEEE Access.

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

Carolina Fortuna, Mihai Suciu, Mihael Mohorčič, 2017, IEEE Access.

Machine Learning-Based Model Selection for Anomalous Wireless Link Detection

Halil Yetgin, C. Fortuna, Gregor Cerar, 2021, 2021 International Conference on Software, Telecommunications and Computer Networks (SoftCOM).

Mashups for the Web of Things

Klemen Kenda, Dunja Mladenic, Marko Grobelnik, 2013 .

Dimensionality Expansion and Transfer Learning for Next Generation Energy Management Systems

C. Fortuna, Jakob Jenko, Blaž Bertalanič, 2022, ArXiv.

A system for publishing sensor data on the Semantic Web

Dunja Mladenic, Carolina Fortuna, Alexandra Moraru, 2011, Proceedings of the ITI 2011, 33rd International Conference on Information Technology Interfaces.

Wireless software and hardware platforms for flexible and unified radio and network control

Ingrid Moerman, Adam Wolisz, Luiz A. DaSilva, 2015 .

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

Carolina Fortuna, Adnan Bekan, Tomaz Javornik, 2017, Comput. Networks.

Deep Feature Learning for Wireless Spectrum Data

M. Mohorčič, C. Fortuna, Gregor Cerar, 2023, 2023 IEEE International Mediterranean Conference on Communications and Networking (MeditCom).

Self-supervised Learning for Clustering of Wireless Spectrum Activity

M. Mohorčič, C. Fortuna, Gregor Cerar, 2022, Comput. Commun..