![](https://dblp.org/img/logo.ua.320x120.png)
![](https://dblp.org/img/dropdown.dark.16x16.png)
![](https://dblp.org/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.org/img/search.dark.16x16.png)
![search dblp](https://dblp.org/img/search.dark.16x16.png)
default search action
Carolina Fortuna
Person information
Refine list
![note](https://dblp.org/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 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) - [j26]Blaz Bertalanic
, Vid Hanzel, Carolina Fortuna:
Explainable semantic wireless anomaly characterization for digital twins. Comput. Networks 251: 110660 (2024) - [j25]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): 107318 (2024) - [j24]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: 107688 (2024) - [j23]Din Music, Jernej Hribar
, Carolina Fortuna:
Digital transformation with a lightweight on-premise PaaS. Future Gener. Comput. Syst. 160: 619-629 (2024) - [j22]Blaz Bertalanic
, Jernej Hribar
, Carolina Fortuna
:
Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks. IEEE Open J. Commun. Soc. 5: 3050-3065 (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) - [c36]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: 19-32 - [i20]Vid Hanzel, Blaz Bertalanic, Carolina Fortuna:
Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph. CoRR abs/2405.18869 (2024) - [i19]Carolina Fortuna, Vid Hanzel, Blaz Bertalanic:
RAG Enabled Conversations about Household Electricity Monitoring. CoRR abs/2406.06566 (2024) - [i18]Andrej Cop, Blaz Bertalanic, Carolina Fortuna:
An Overview and Solution for Democratizing AI Workflows at the Network Edge. CoRR abs/2407.11905 (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) - [j18]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): 8031-8043 (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 - [c32]Valerij Jovanov
, Blaz Bertalanic
, Carolina Fortuna
:
Machine Vision Based Wireless Link Layer Anomaly Characterization. NetAISys@MobiSys 2023: 1:1-1:6 - [c31]Blaz Bertalanic, Carolina Fortuna:
Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification. WCNC 2023: 1-6 - [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 - [c27]Din Music, Carolina Fortuna:
Kubitect - a Solution for On-premise Cluster Deployment. UCC 2022: 273-278 - [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) - [i13]Gregor Cerar, Blaz Bertalanic, Anze Pirnat, Andrej Campa, Carolina Fortuna:
On Designing Data Models for Energy Feature Stores. CoRR abs/2205.04267 (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) - [i10]Gregor Cerar, Blaz Bertalanic, Carolina Fortuna:
Resource-aware Deep Learning for Wireless Fingerprinting Localization. CoRR abs/2211.01759 (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 - [c24]Gregor Cerar, Halil Yetgin, Carolina Fortuna:
Machine Learning-Based Model Selection for Anomalous Wireless Link Detection. SoftCOM 2021: 1-6 - [c23]Blaz Bertalanic
, Halil Yetgin, Gregor Cerar, Carolina Fortuna:
A Deep Learning Model for Anomalous Wireless Link Detection. WiMob 2021: 265-270 - [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) - [i7]Blaz Bertalanic, Marko Meza, Carolina Fortuna:
Time Series Imaging for Link Layer Anomaly Classification in Wireless Networks. CoRR abs/2104.00972 (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) - [j15]Gregor Cerar
, Halil Yetgin
, Blaz Bertalanic
, Carolina Fortuna
:
Learning to Detect Anomalous Wireless Links in IoT Networks. IEEE Access 8: 212130-212155 (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 - [e2]Raúl García-Castro, John Davies, Grigoris Antoniou, Carolina Fortuna:
Proceedings of the International Workshop on Semantic Digital Twins co-located with the 17th Extended Semantic Web Conference, SeDiT@ESWC 2020, Heraklion, Greece, June 3, 2020. CEUR Workshop Proceedings 2615, CEUR-WS.org 2020 [contents] - [i6]Gregor Cerar, Halil Yetgin
, Mihael Mohorcic, Carolina Fortuna:
On Designing a Machine Learning Based Wireless Link Quality Classifier. CoRR abs/2007.02720 (2020) - [i5]Gregor Cerar, Halil Yetgin
, Carolina Fortuna:
Learning to Detect Anomalous Wireless Links in IoT Networks. CoRR abs/2008.05232 (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)
2010 – 2019
- 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) - [c19]Tomaz Solc, Carolina Fortuna:
An Adaptive Channel Quality Metric for Ultra-Narrowband Systems. EuCNC 2018: 1-5 - [c18]Matevz Vucnik, Carolina Fortuna, Tomaz Solc, Mihael Mohorcic
:
Integrating Research Testbeds into Social Coding Platforms. EuCNC 2018: 230-234 - [c17]Marieke van Erp, Medha Atre, Vanessa López, Kavitha Srinivas, Carolina Fortuna:
Preface. ISWC (P&D/Industry/BlueSky) 2018 - [e1]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 - 12th, 2018. CEUR Workshop Proceedings 2180, CEUR-WS.org 2018 [contents] - [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) - [c16]Tomaz Solc, Timotej Gale, Carolina Fortuna:
Optimization of ultra-narrowband wireless communication: An experimental case study. INFOCOM Workshops 2017: 523-528 - 2016
- [j10]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: 127-151 (2016) - [j9]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): 790 (2016) - [j8]Carolina Fortuna, Eli De Poorter, Primoz Skraba, Ingrid Moerman
:
Data Driven Wireless Network Design: A Multi-level Modeling Approach. Wirel. Pers. Commun. 88(1): 63-77 (2016) - 2015
- [j7]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: 70 (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 - [c14]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: 1226-1229 - [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
- [c10]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: 441-446 - [c9]Luka Bradesko, Alexandra Moraru, Blaz Fortuna, Carolina Fortuna, Dunja Mladenic:
A Framework for Acquiring Semantic Sensor Descriptions (Short Paper). SSN 2012: 97-102 - [c8]Carolina Fortuna
, Patricia Oniga, Zoltan Padrah, Mihael Mohorcic
, Alexandra Moraru:
Metadata management for the web of things: a practical perspective. WoT 2012: 4 - [c7]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: 7 - 2011
- [j5]Alexandra Moraru, Carolina Fortuna
, Dunja Mladenic
:
A System for Publishing Sensor Data on the Semantic Web. J. Comput. Inf. Technol. 19(4): 239-245 (2011) - [c6]Raluca Brehar
, Carolina Fortuna
, Silviu Bota, Dunja Mladenic
, Sergiu Nedevschi
:
Spatio-temporal reasoning for traffic scene understanding. ICCP 2011: 377-384 - [c5]Carolina Fortuna
, Marko Grobelnik:
The web of things. WWW (Companion Volume) 2011: 299-300 - [p1]Vadim Ermolayev, Frank Dengler, Carolina Fortuna, Tadej Stajner, Tom Bösser, Elke-Maria Melchior:
Increasing Predictability and Sharing Tacit Knowledge in Electronic Design. Context and Semantics for Knowledge Management 2011: 189-212 - 2010
- [j4]Alexandra Moraru, Marko Pesko, Maria Porcius, Carolina Fortuna, Dunja Mladenic:
Using Machine Learning on Sensor Data. J. Comput. Inf. Technol. 18(4) (2010) - [c4]Blaz Fortuna, Carolina Fortuna
, Dunja Mladenic
:
Real-Time News Recommender System. ECML/PKDD (3) 2010: 583-586
2000 – 2009
- 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
Coauthor Index
![](https://dblp.org/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-08-25 19:10 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint