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ORCIDCarolina Fortuna
- > Home > Persons > Carolina Fortuna
Publications
- 2024
[j27]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)- [j21]Ljupcho Milosheski, Mihael Mohorcic, Carolina Fortuna:
Spectrum Sensing With Deep Clustering: Label-Free Radio Access Technology Recognition. IEEE Open J. Commun. Soc. 5: 4746-4763 (2024) - [i18]Shih-Kai Chou, Jernej Hribar, Mihael Mohorcic, Carolina Fortuna:
The Energy Cost of Artificial Intelligence of Things Lifecycle. CoRR abs/2408.00540 (2024) - 2023
- [j20]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) - [j19]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: 106745 (2023) - [c35]Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
GNN for Wireless Link Anomaly Detection. INFOCOM Workshops 2023: 1-2 - [c34]Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic:
Dimensioning Wireless Embedded Test Environments to Support Continuous Integration. INFOCOM Workshops 2023: 1-6 - [c33]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Deep Feature Learning for Wireless Spectrum Data. MeditCom 2023: 121-126 - [c30]Leo Ogrizek, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
Area Under Time Series Transformation for Home Appliance Classification. WiMob 2023: 78-83 - [c29]Gregor Cerar, Blaz Bertalanic, Mihael Mohorcic, Carolina Fortuna:
Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches. WiMob 2023: 143-148 - [i17]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
XAI for Self-supervised Clustering of Wireless Spectrum Activity. CoRR abs/2305.10060 (2023) - [i16]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) - [i15]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Deep Feature Learning for Wireless Spectrum Data. CoRR abs/2308.03530 (2023) - 2022
- [c28]Anze Pirnat, Blaz Bertalanic, Gregor Cerar, Mihael Mohorcic, Marko Meza, Carolina Fortuna:
Towards Sustainable Deep Learning for Wireless Fingerprinting Localization. ICC 2022: 3208-3213 - [i14]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) - [i12]Ljupcho Milosheski, Gregor Cerar, Blaz Bertalanic, Carolina Fortuna, Mihael Mohorcic:
Self-supervised Learning for Clustering of Wireless Spectrum Activity. CoRR abs/2210.02899 (2022) - [i11]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 abs/2210.06956 (2022) - 2021
- [j17]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
Machine Learning for Wireless Link Quality Estimation: A Survey. IEEE Commun. Surv. Tutorials 23(2): 696-728 (2021) - [c26]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: 276-281 - [c25]Ivan Boskov, Halil Yetgin, Carolina Fortuna, Mihael Mohorcic:
Performance Evaluation of COINS Framework for Wireless Network Automation. EuCNC/6G Summit 2021: 466-471 - [c22]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
Learning to Fairly Classify the Quality of Wireless Links. WONS 2021: 1-8 - [i9]Gregor Cerar, Ales Svigelj, Mihael Mohorcic, Carolina Fortuna, Tomaz Javornik:
Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network. CoRR abs/2102.03130 (2021) - [i8]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
Learning to Fairly Classify the Quality of Wireless Links. CoRR abs/2102.11655 (2021) - 2020
- [j16]Timotej Gale, Tomaz Solc, Rares-Andrei Mosoi, Mihael Mohorcic, Carolina Fortuna:
Automatic Detection of Wireless Transmissions. IEEE Access 8: 24370-24384 (2020) - [c21]Ivan Boskov, Halil Yetgin, Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic:
Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning. GLOBECOM 2020: 1-7 - [c20]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
On Designing a Machine Learning Based Wireless Link Quality Classifier. PIMRC 2020: 1-7 - [i6]Gregor Cerar, Halil Yetgin, Mihael Mohorcic, Carolina Fortuna:
On Designing a Machine Learning Based Wireless Link Quality Classifier. CoRR abs/2007.02720 (2020) - [i4]Ivan Boskov, Halil Yetgin, Matevz Vucnik, Carolina Fortuna, Mihael Mohorcic:
Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning. CoRR abs/2009.09731 (2020) - 2019
- [j14]Tomaz Solc, Halil Yetgin, Timotej Gale, Mihael Mohorcic, Carolina Fortuna:
Whitelisting in RFDMA Networks. IEEE Access 7: 159284-159299 (2019) - 2018
- [j13]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): 74-81 (2018) - [c18]Matevz Vucnik, Carolina Fortuna, Tomaz Solc, Mihael Mohorcic:
Integrating Research Testbeds into Social Coding Platforms. EuCNC 2018: 230-234 - [i3]Matevz Vucnik, Tomaz Solc, Urban Gregorc, Andrej Hrovat, Klemen Bregar, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna:
COINS: ContinuOus IntegratioN in wirelesS technology development. CoRR abs/1804.01814 (2018) - [i2]Carolina Fortuna, Timotej Gale, Tomaz Solc, Mihael Mohorcic:
Automatic Detection and Query of Wireless Spectrum Events from Streaming Data. CoRR abs/1804.05019 (2018) - [i1]Gregor Cerar, Mihael Mohorcic, Timotej Gale, Carolina Fortuna:
Link Quality Estimation using Machine Learning. CoRR abs/1812.08856 (2018) - 2017
- [j12]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: 1762-1778 (2017) - [j11]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: 373-383 (2017) - 2015
- [j6]Carolina Fortuna, Mihael Mohorcic:
A Framework for Dynamic Composition of Communication Services. ACM Trans. Sens. Networks 11(2): 32:1-32:43 (2015) - [c15]Adnan Bekan, Mihael Mohorcic, Justin Cinkelj, Carolina Fortuna:
An Architecture for Fully Reconfigurable Plug-and-Play Wireless Sensor Network Testbed. GLOBECOM 2015: 1-7 - [c13]Aleksandra Rashkovska, Jost Novljan, Miha Smolnikar, Mihael Mohorcic, Carolina Fortuna:
Online short-term forecasting of photovoltaic energy production. ISGT 2015: 1-5 - 2014
- [c12]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: 1495-1501 - [c11]Justin Cinkelj, Marjan Sterk, Adnan Bekan, Mihael Mohorcic, Carolina Fortuna:
Design trade-offs for the wireless management networks of constrained device testbeds. ISWCS 2014: 245-250 - 2012
- [c8]Carolina Fortuna, Patricia Oniga, Zoltan Padrah, Mihael Mohorcic, Alexandra Moraru:
Metadata management for the web of things: a practical perspective. WoT 2012: 4 - 2009
- [j3]Carolina Fortuna, Mihael Mohorcic:
Trends in the development of communication networks: Cognitive networks. Comput. Networks 53(9): 1354-1376 (2009) - [j2]Mihael Mohorcic, Carolina Fortuna, Andrej Vilhar, Joachim Horwath:
Evaluation of Wavelength Requirements for Stratospheric Optical Transport Networks. J. Commun. 4(8): 588-596 (2009) - [j1]Carolina Fortuna, Mihael Mohorcic:
Dynamic composition of services for end-to-end information transport. IEEE Wirel. Commun. 16(4): 56-62 (2009) - [c3]Carolina Fortuna, Mihael Mohorcic:
A Local Knowledge Base for the Media Independent Information System. FIS 2009: 15-24 - [c2]Carolina Fortuna, Mihael Mohorcic:
A local knowledge base for service oriented access network selection. MobiHeld 2009: 65-66 - 2008
- [c1]Carolina Fortuna, Mihael Mohorcic, Bogdan Filipie:
Multiobjective optimization of service delivery over a heterogeneous wireless access system. ISWCS 2008: 133-137
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