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Journal Articles
- 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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) - 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)
Conference and Workshop Papers
- 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 - 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 - 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 - 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 - 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 - 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 - 2017
- [c16]Tomaz Solc, Timotej Gale, Carolina Fortuna:
Optimization of ultra-narrowband wireless communication: An experimental case study. INFOCOM Workshops 2017: 523-528 - 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
- [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 - 2010
- [c4]Blaz Fortuna, Carolina Fortuna, Dunja Mladenic:
Real-Time News Recommender System. ECML/PKDD (3) 2010: 583-586 - 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
Parts in Books or Collections
- 2011
- [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
Editorship
- 2020
- [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] - 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]
Informal and Other Publications
- 2024
- [i21]Vid Hanzel, Blaz Bertalanic, Carolina Fortuna:
Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph. CoRR abs/2405.18869 (2024) - [i20]Carolina Fortuna, Vid Hanzel, Blaz Bertalanic:
RAG Enabled Conversations about Household Electricity Monitoring. CoRR abs/2406.06566 (2024) - [i19]Andrej Cop, Blaz Bertalanic, Carolina Fortuna:
An Overview and Solution for Democratizing AI Workflows at the Network Edge. CoRR abs/2407.11905 (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
- [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
- [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
- [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
- [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) - 2018
- [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)
Coauthor Index
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last updated on 2024-10-07 22:10 CEST by the dblp team
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