Recent Publications

2024
- Journals:
  - Metrika Starosti Informacije in Njena Vloga v Vzdržnih Omrežjih Prihodnosti
    Jernej Hribar, Martin Žust, Mihael Mohorčič
    Elektrotehniški Vestnik Online, 2024
    - COBISS: 215868675
  - Balancing Energy Preservation and Performance in Energy-Harvesting Sensor Networks
    Jernej Hribar, Ryoichi Shinkuma, Kuon Akiyama, George Iosifidis, Ivana Dusparič
    IEEE Sensors Journal, 2024
    - COBISS: 215324419
    - DOI: 10.1109/JSEN.2024.3469539
  - Spectrum Sensing With Deep Clustering: Label-Free Radio Access Technology Recognition
    Ljupcho Milosheski, Mihael Mohorčič, Carolina Fortuna
    IEEE Open Journal of the Communications Society, 2024
    - COBISS: 206434051
    - DOI: 10.1109/OJCOMS.2024.3436601
  - Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks
    Blaž Bertalanič, Jernej Hribar, Carolina Fortuna
    IEEE Open Journal of the Communications Society, 2024
    - COBISS: 202801155
    - DOI: 10.1109/OJCOMS.2024.3393853.
  - Explainable Semantic Wireless Anomaly Characterization for Digital Twins
    Blaž Bertalanič, Vid Hanžel, Carolina Fortuna
    Computer Networks, 2024
    - COBISS: 202453251
    - DOI: 10.1016/j.comnet.2024.110660
  - Digital Transformation With a Lightweight On-Premise PaaS
    Din Mušić, Jernej Hribar, Carolina Fortuna
    Future Generation Computer Systems, 2024
    - COBISS: 199377155
    - DOI: 10.1016/j.future.2024.06.026
  - Traveling Wave Method for Event Localization and Characterization of Power Transmission Lines
    Marko Hudomalj, Andrej Trost, Andrej Čampa
    Electric Power Systems Research, 2024
  - FedSBS: Federated-Learning Participant-Selection Method for Intrusion Detection Systems
    Helio N. Cunha Neto, Jernej Hribar, Ivana Dusparič, Natalia C. Fernandes, Diogo Menezes Ferrazani Mattos
    Computer Networks: The International Journal of Computer and Telecommunications Networking, 2024
    - COBISS: 192260099
    - DOI: 10.1016/j.comnet.2024.110351
  - Energy Efficient Deep Multi-Label on/OFF Classification of Low Frequency Metered Home Appliances
    Anže Pirnat, Blaž Bertalanič, Gregor Cerar, Mihael Mohorčič, Carolina Fortuna
    IEEE Access, 2024
  - CARMEL: Capturing Spatio-Temporal Correlations via Time-Series Sub-Window Imaging for Home Appliance Classification
    Blaž Bertalanič, Carolina Fortuna
    Engineering Applications of Artificial Intelligence, 2024
    - COBISS: 169382403
    - DOI: 10.1016/j.engappai.2023.107318
- Conferences:
  - Natural Language Interaction With a Household Electricity Knowledge-Based Digital Twin
    Carolina Fortuna, Vid Hanžel, Blaž Bertalanič
    2024 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm): 17-20 Sept. 2024, Oslo, Norway, 2024
    - COBISS: 214063875
    - DOI: 10.1109/SmartGridComm60555.2024.10738062
  - Beyond 5G Networking: The Case of NANCY Project
    Maria Belesioti, Stylianos Trevlakis, Carolina Fortuna, Dimitris Kavallieros
    Artificial Intelligence Applications and Innovations: AIAI 2024 IFIP WG 12.5 International Workshops MHDW 2024, 5G-PINE 2024, and ΑΙ4GD 2024, Corfu, Greece, June 27-30, 2024, 2024
    - COBISS: 212289539
    - DOI: 10.1007/978-3-031-63227-3_2
  - Visibility Graphs-Based Time Series Segmentation With Louvain Community Detection
    Ivana Kesić, Carolina Fortuna, Mihael Mohorčič, Blaž Bertalanič
    Zbornik Triintridesete Mednarodne Elektrotehniške in Računalniške Konference ERK 2024: Portorož, Slovenija, 26. - 27. September 2024, 2024
    - COBISS: 210453507
  - O-RAN AI/ML Workflow Architecture and Framework
    Andrej Čop, Carolina Fortuna, Blaž Bertalanič
    Zbornik Triintridesete Mednarodne Elektrotehniške in Računalniške Konference ERK 2024: Portorož, Slovenija, 26. - 27. September 2024, 2024
    - COBISS: 209229571
  - Trajnostni Razvoj Interneta Stvari: Analiza Ogljičnega Odtisa LoRaWAN Omrežij Na Področju Slovenije
    Martin Žust, Jernej Hribar
    ŠTeKam: Študentska Tehniška Konferenca, 2024
    - COBISS: 207454467
  - Smart Homes, Smarter Savings: Energy Trading With Deep Reinforcement Learning
    Matic Pokorn, Jernej Hribar
    2024 IEEE 22nd Mediterranean Electrotechnical Conference (MELECON): 25-27 June 2024, Porto, 2024
    - COBISS: 203599875
    - DOI: 10.1109/MELECON56669.2024.10608536
  - Building Zero-Touch Service Management Framework for Automotive Services Using the Smart Highway Testbed
    Raúl Cuervo Bello, Nina Slamnik, Matic Pokorn, Jernej Hribar, Carolina Fortuna, Johann M. Marquez-Barja
    2024 7th International Balkan Conference on Communications and Networking (BalkanCom): 3-6 June 2024, Ljubljana, 2024
    - COBISS: 199618307
    - DOI: 10.1109/BalkanCom61808.2024.10557173
- Preprints:
  - The Energy Cost of Artificial Intelligence of Things Lifecycle
    Shih-Kai Chou, Jernej Hribar, Mihael Mohorčič, Carolina Fortuna
    2024
    - arXiv:2408.00540v1
  - Exploring Kolmogorov-Arnold Networks for Interpretable Time Series Classification
    Irina Barašin, Blaž Bertalanič, Miha Mohorčič, Carolina Fortuna
    2024
    - arXiv:2411.14904v1
  - An Overview and Solution for Democratizing AI Workflows at the Network Edge
    Andrej Čop, Blaž Bertalanič, Carolina Fortuna
    2024
    - arXiv:2407.11905v1
  - Natural Language Interaction With a Household Electricity Knowledge-Based Digital Twin
    Carolina Fortuna, Vid Hanžel, Blaž Bertalanič
    2024
    - arXiv:2406.06566v4
  - Towards Data-Driven Electricity Management: Multi-Region Harmonized Data and Knowledge Graph
    Vid Hanžel, Blaž Bertalanič, Carolina Fortuna
    2024
    - arXiv:2405.18869v1
2023
- Journals:
  - Self-Supervised Learning for Clustering of Wireless Spectrum Activity
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    Computer Communications, 2023
  - A Survey on Securing Federated Learning: Analysis of Applications, Attacks, Challenges, and Trends
    Helio N. Cunha Neto, Jernej Hribar, Ivana Dusparič, Diogo Menezes Ferrazani Mattos, Natalia C. Fernandes
    IEEE Access, 2023
    - COBISS: 159983619
    - DOI: 10.1109/ACCESS.2023.3269980
  - HANNA: Human-Friendly Provisioning and Configuration of Smart Devices
    Carolina Fortuna, Halil Yetgin, Leo Ogrizek, Esteban Municio, Johann M. Marquez-Barja, Mihael Mohorčič
    Engineering Applications of Artificial Intelligence, 2023
    - COBISS: 159089923
    - DOI: 10.1016/j.engappai.2023.106745
  - Precise PMU-Based Localization and Classification of Short-Circuit Faults in Power Distribution Systems
    Denis Sodin, Miha Smolnikar, Urban Rudež, Andrej Čampa
    IEEE Transactions on Power Delivery, 2023
    - COBISS: 150009603
    - DOI: 10.1109/TPWRD.2023.3268767
  - Smart Infrastructures: Artificial Intelligence-Enabled Lifecycle Automation
    Carolina Fortuna, Halil Yetgin, Mihael Mohorčič
    IEEE Industrial Electronics Magazine, 2023
    - COBISS: 106474243
    - DOI: 10.1109/MIE.2022.3165673
  - Resource-Aware Time Series Imaging Classification for Wireless Link Layer Anomalies
    Blaž Bertalanič, Marko Meža, Carolina Fortuna
    IEEE Transactions on Neural Networks and Learning Systems, 2023
- Conferences:
  - Smart Home Energy Cost Minimisation Using Energy Trading With Deep Reinforcement Learning
    Matic Pokorn, Mihael Mohorčič, Andrej Čampa, Jernej Hribar
    BuildSys'23: Proceedings of the 10th ACM Conference on International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, 2023
    - COBISS: 172241411
    - DOI: 10.1145/3600100.3625684
  - On Neural Filter Selection for on/OFF Classification of Home Appliances
    Anže Pirnat, Carolina Fortuna
    Odkrivanje Znanja in Podatkovna Skladišča - SiKDD: Informacijska Družba - IS 2023, 2023
    - COBISS: 171697667
  - Private Cloud as a Didactic Tool for Effective Research and Teaching
    Gregor Cerar
    Zbornik Dvaintridesete Mednarodne Elektrotehniške in Računalniške Konference ERK 2023: Portorož, Slovenija, 28. - 29. September 2023, 2023
    - COBISS: 167157251
  - Deep Feature Learning for Wireless Spectrum Data
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2023): 4-7 September 2023 in Dubrovnik, Croatia, 2023
    - COBISS: 166887171
    - DOI: 10.1109/MeditCom58224.2023.10266604
  - Electrical Energy Cost Minimization in a Smart Home Using Deep Reinforcement Learning
    Matic Pokorn, Jernej Hribar
    Zbornik Dvaintridesete Mednarodne Elektrotehniške in Računalniške Konference ERK 2023: Portorož, Slovenija, 28. - 29. September 2023, 2023
    - COBISS: 166292995
  - Exploratory Analysis of Open Cellular RAN Fault and Slicing Datasets
    Leila Mokrovič, Carolina Fortuna
    ŠTeKam: Študentska Tehniška Konferenca, 2023
    - COBISS: 164230147
  - Localization of Short-Circuit Faults in Distribution Networks Using PMU Measurements
    Denis Sodin, Andrej Čampa, Miha Smolnikar, Urban Rudež
    Referati in Predstavitve 16. Konference Slovenskih Elektroenergetikov CIGRE-CIRED: [Bled, Rikli Balance, 2023
    - COBISS: 163174147
  - Dimensioning Wireless Embedded Test Environments to Support Continuous Integration
    Matevž Vučnik, Carolina Fortuna, Mihael Mohorčič
    IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS): May 20, 2023 in Hoboken, New Jersey, USA, 2023
    - COBISS: 162932483
    - DOI: 10.1109/INFOCOMWKSHPS57453.2023.10225906
  - GNN for Wireless Link Anomaly Detection
    Blaž Bertalanič, Mihael Mohorčič, Carolina Fortuna
    IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS): May 20, 2023 in Hoboken, New Jersey, USA, 2023
    - COBISS: 162873603
    - DOI: 10.1109/INFOCOMWKSHPS57453.2023.10225904
  - Advanced Analytics at the Edge
    Andrej Čampa, Marko Hudomalj, Denis Sodin, Timotej Gale, Valentina Janev, Lazar Berbakov, Marko Batić
    IWSSIP: 30th International Conference on Systems, Signals and Image Processing, 2023
    - COBISS: 161996291
    - DOI: 10.1109/IWSSIP58668.2023.10180252
  - Area Under Time Series Transformation for Home Appliance Classification
    Leo Ogrizek, Blaž Bertalanič, Mihael Mohorčič, Carolina Fortuna
    2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob): 21-23 June 2023, Montreal, Canada, 2023
    - COBISS: 160396547
  - Learning to Detect Wireless Spectrum Occupancy Using Clustering Approaches
    Gregor Cerar, Blaž Bertalanič, Mihael Mohorčič, Carolina Fortuna
    2023 19th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob): 21-23 June 2023, Montreal, Canada, 2023
    - COBISS: 160390147
  - Feature Management for Machine Learning Operation Pipelines in AI Native Networks
    Gregor Cerar, Blaž Bertalanič, Mihael Mohorčič, Marko Grobelnik, Carolina Fortuna
    BalkanCom 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom) Took Place 5-8 June 2023 in İstanbul, Turkey, 2023
    - COBISS: 158338563
    - DOI: 10.1109/BalkanCom58402.2023.10167936
  - Machine Learning Operations Model Store: Optimizing Model Selection for AI as a Service
    Gregor Cerar, Jernej Hribar
    BalkanCom 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom) Took Place 5-8 June 2023 in İstanbul, Turkey, 2023
    - COBISS: 158333187
    - DOI: 10.1109/BalkanCom58402.2023.10167931
  - XAI for Self-Supervised Clustering of Wireless Spectrum Activity
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    BalkanCom 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom) Took Place 5-8 June 2023 in İstanbul, Turkey, 2023
    - COBISS: 158316803
    - DOI: 10.1109/BalkanCom58402.2023.10167985
  - Graph Neural Networks Based Anomalous RSSI Detection
    Blaž Bertalanič, Matej Vnučec, Carolina Fortuna
    BalkanCom 2023, 2023 International Balkan Conference on Communications and Networking (BalkanCom) Took Place 5-8 June 2023 in İstanbul, Turkey, 2023
    - COBISS: 158215683
    - DOI: 10.1109/BalkanCom58402.2023.10167910
  - Machine Vision Based Wireless Link Layer Anomaly Characterization
    Valerij Jovanov, Blaž Bertalanič, Carolina Fortuna
    NetAISys’23: Proceedings of the First International Workshop on Networked AI Systems, 2023
    - COBISS: 156689923
    - DOI: 10.1145/3597062.3597283
  - Graph Isomorphism Networks for Wireless Link Layer Anomaly Classification
    Blaž Bertalanič, Carolina Fortuna
    2023 IEEE Wireless Communications and Networking Conference (WCNC): Proceedings, 2023
    - COBISS: 153673987
    - DOI: 10.1109/WCNC55385.2023.10118775
  - Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning
    Jernej Hribar, Luke Hackett, Ivana Dusparič
    ICAART 2023: Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023
- Book chapters
  - Resource-Aware Deep Learning for Wireless Fingerprinting Localization
    Gregor Cerar, Blaž Bertalanič, Carolina Fortuna
    2023
    - COBISS: 158146051
    - DOI: 10.1007/978-3-031-26712-3_20
  - On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups
    Carolina Fortuna, Din Mušić, Gregor Cerar, Andrej Čampa, Panagiotis Kapsalis, Mihael Mohorčič
    2023
    - COBISS: 154298371
    - DOI: 10.1007/978-3-031-29301-6_3
- Patents
  - Method and System for Energy Aware Scheduling for Sensors: Patent US11762446B2, 2023-09-19
    Luiz A. DaSilva, Jernej Hribar
    2023
    - COBISS: 97752323
- Preprints:
  - Deep Feature Learning for Wireless Spectrum Data
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    2023
    - arXiv:2308.03530v1
  - XAI for Self-Supervised Clustering of Wireless Spectrum Activity
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    2023
    - arXiv:2305.10060v1
  - Dealing With Zero-Inflated Data: Achieving SOTA With a Two-Fold Machine Learning Approach
    Jože M. Rožanec, Gašper Petelin, João Costa, Blaž Bertalanič, Gregor Cerar, Marko Guček, Gregor Papa, Dunja Mladenić
    2023
    - arXiv:2310.08088v1
2022
- Journals:
  - Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANS
    Francesc Wilhelmi, Jernej Hribar
    ITU Journal: Future and Evolving Technologies, 2022
    - COBISS: 127025155
    - DOI: 10.52953/TNYT6291
  - Timely and Sustainable: Utilising Correlation in Status Updates of Battery-Powered and Energy-Harvesting Sensors Using Deep Reinforcement Learning
    Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Jiang Zhiyuan, Ivana Dusparič
    Computer Communications, 2022
    - COBISS: 126791683
    - DOI: 10.1016/j.comcom.2022.05.030
  - Power Autonomy Estimation of Low-Power Sensor for Long-Term ECG Monitoring
    Klemen Bregar, Tomaž Krištofelc, Matjaž Depolli, Viktor Avbelj, Aleksandra Rashkovska
    Sensors, 2022
    - COBISS: 114252035
    - DOI: 10.3390/s22145070
  - Responsible Knowledge Management in Energy Data Ecosystems
    Valentina Janev, María Esther Vázquez, Dea Pujić, Dušan Popadić, Enrique Iglesias, Ahmad Sakor, Andrej Čampa
    Energies, 2022
    - COBISS: 110068227
    - DOI: 10.3390/en15113973
  - Energy Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and Space
    Jernej Hribar, Andrei Marinescu, Alessandro Chiumento, Luiz A. DaSilva
    IEEE Internet of Things Journal, 2022
  - Developing Novel Technologies and Services for Intelligent Low Voltage Electricity Grids: Cost–benefit Analysis and Policy Implications
    Alemu Moges Belay, Sanket Puranik, Ramon Gallart-Fernández, Heidi Tuiskula, Joaquim Melendez, Ilias Lamprinos, Francisco Enrique González-Díaz, Miha Smolnikar
    Energies, 2022
    - COBISS: 91117315
    - DOI: 10.3390/en15010094
- Conferences:
  - Transformer-Based NLoS Detection in UWB Localization Systems
    Slavica Tomović, Klemen Bregar, Tomaž Javornik, Igor Radusinović
    Telecommunications Forum: (TELFOR), 2022
    - COBISS: 144746243
    - DOI: 10.1109/TELFOR56187.2022.9983765
  - Kubitect: A Solution for On-Premise Cluster Deployment
    Din Mušić, Carolina Fortuna
    IEEE/ACM 15th International Conference on Utility and Cloud Computing (UCC): Proceedings, 2022
    - COBISS: 135084035
    - DOI: 10.1109/UCC56403.2022.00049
  - SciKit Learn vs Dask vs Apache Spark Benchmarking on the EMINST Dataset
    Filip Zevnik, Din Mušić, Carolina Fortuna, Gregor Cerar
    Information Society, 2022
    - COBISS: 128349443
  - Enabling Deep Reinforcement Learning on Energy Constrained Devices at the Edge of the Network
    Jernej Hribar, Ivana Dusparič
    IEEE Conference on Wireless Communications and Networking, 10-13, Austin, Texas, Usa, 2022
  - LOG-a-TEC Testbed Outdoor Fingerprinting Localization Using BLE Beacons
    Blaž Bertalanič, Grega Morano, Gregor Cerar
    Proceedings of the ... Electrotechnical and Computer Science Conference, 2022
    - COBISS: 123834371
  - Towards Sustainable Deep Learning for Wireless Fingerprinting Localization
    Anže Pirnat, Blaž Bertalanič, Gregor Cerar, Mihael Mohorčič, Marko Meža, Carolina Fortuna
    ICC 2022 - IEEE International Conference on Communications: 16-20 May 2022, 2022
    - COBISS: 119283715
    - DOI: 10.1109/ICC45855.2022.9838464
  - LOG-a TEC Testbed Outdoor Localization Using BLE Beacons
    Blaž Bertalanič, Grega Morano, Gregor Cerar
    BalkanCom 2022, 2022 International Balkan Conference on Communications and Networking (BalcanCom), 22-24 August, Sarajevo, Bosnia and Hercegovina, 2022
    - COBISS: 119241219
- Preprints:
  - On-Premise Artificial Intelligence as a Service for Small and Medium Size Setups
    Carolina Fortuna, Din Mušić, Gregor Cerar, Andrej Čampa, Panagiotis Kapsalis, Mihael Mohorčič
    2022
    - arXiv:2210.06956v1
  - Towards Sustainable Deep Learning for Wireless Fingerprinting Localization
    Anže Pirnat, Blaž Bertalanič, Gregor Cerar, Mihael Mohorčič, Marko Meža, Carolina Fortuna
    2022
    - arXiv:2201.09071v1
  - On Designing Data Models for Energy Feature Stores
    Gregor Cerar, Blaž Bertalanič, Anže Pirnat, Andrej Čampa, Carolina Fortuna
    2022
    - arXiv:2205.04267v2
  - Resource-Aware Deep Learning for Wireless Fingerprinting Localization
    Gregor Cerar, Blaž Bertalanič, Carolina Fortuna
    2022
    - arXiv:2211.01759v1
  - Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS
    Blaž Bertalanič, Jakob Jenko, Carolina Fortuna
    2022
    - arXiv:2204.02802v4
  - Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs
    Francesc Wilhelmi, Jernej Hribar, Selim F. Yilmaz, Emre Ozfatura, Kerem Ozfatura, Ozlem Yildiz, Deniz Gündüz, Hao Chen, Xiaoying Ye, Lizhao You, Yulin Shao, Paolo Dini, Boris Bellalta
    2022
    - arXiv:2203.10472v2
2021
- Journals:
  - SMART: Situationally-Aware Multi-Agent Reinforcement Learning-Based Transmissions
    Jiang Zhiyuan, Yan Liu, Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu
    IEEE Transactions on Cognitive Communications and Networking, 2021
    - COBISS: 97766915
    - DOI: 10.1109/TCCN.2021.3068740
  - Experiment Control and Monitoring System for LOG-a-TEC Testbed
    Grega Morano, Andrej Hrovat, Matevž Vučnik, Janez Puhan, Gordana Gardašević, Dragan Vasiljević, Tomaž Javornik
    Sensors, 2021
    - COBISS: 78253059
    - DOI: 10.3390/s21196422
  - UWB Radio-Based Motion Detection System for Assisted Living
    Klemen Bregar, Andrej Hrovat, Mihael Mohorčič
    Sensors, 2021
    - COBISS: 64595715
    - DOI: 10.3390/s21113631
  - Advanced Edge-Cloud Computing Framework for Automated PMU-Based Fault Localization in Distribution Networks
    Denis Sodin, Urban Rudež, Marko Mihelin, Miha Smolnikar, Andrej Čampa
    Applied Sciences, 2021
    - COBISS: 57896195
    - DOI: 10.3390/app11073100
  - Estimating Frequency Stability Margin for Flexible Under-Frequency Relay Operation
    Urban Rudež, Denis Sodin, Rafael Mihalič
    Electric Power Systems Research, 2021
    - COBISS: 53245955
    - DOI: 10.1016/j.epsr.2021.107116
  - Machine Learning for Wireless Link Quality Estimation: A Survey
    Gregor Cerar, Halil Yetgin, Mihael Mohorčič, Carolina Fortuna
    IEEE Communications Surveys and Tutorials, 2021
- Conferences:
  - Analyse or Transmit: Utilising Correlation at the Edge With Deep Reinforcement Learning
    Jernej Hribar, Ryoichi Shinkuma, George Iosifidis, Ivana Dusparič
    2021 IEEE Global Communications Conference (GLOBECOM), Madrid, Spain 7 - 11 December 2021: Proceedings, 2021
    - COBISS: 98959875
  - Learning to Automatically Identify Home Appliances
    Dan Lorbek Ivančič, Blaž Bertalanič, Gregor Cerar, Carolina Fortuna
    Odkrivanje Znanja in Podatkovna Skladišča - SiKDD: 4. Oktober 2021, 4 October 2021, Ljubljana, Slovenia, 2021
    - COBISS: 86372355
  - A Deep Learning Model for Anomalous Wireless Link Detection
    Blaž Bertalanič, Halil Yetgin, Gregor Cerar, Carolina Fortuna
    17th Virtual IEEE International Conference on Wireless and Mobile Computing, Neworking and Communications, (WiMob), 11-13 October, 2021, 2021
    - COBISS: 86140419
  - Power Cable Wave Propagation Velocity Estimation Based on Travelling-Waves
    Marko Hudomalj
    Proceedings of the ... Electrotechnical and Computer Science Conference, 2021
    - COBISS: 84143107
  - Concept of Adaptive Under-Frequency Load Shedding in Real Electrical Power Systems
    Denis Sodin, Rajne Ilievska, Andrej Čampa, Miha Smolnikar, Urban Rudež
    Referati in Predstavitve 15. Konference Slovenskih Elektroenergetikov CIGRE-CIRED: Thermana Laško, 2021
    - COBISS: 83540739
  - Boosting the Performance of Under-Frequency Load Shedding by Assessing the Frequency-Stability Margin
    Urban Rudež, Rajne Ilievska, Denis Sodin, Rafael Mihalič
    Sbornik Dokladov: Relejnaja Zaščita I Avtomatika Ènergosistem - 2021. Tom 3, 2021
    - COBISS: 82832643
  - Machine Learning-Based Model Selection for Anomalous Wireless Link Detection
    Gregor Cerar, Halil Yetgin, Carolina Fortuna
    SoftCOM .., 2021
    - COBISS: 80436227
  - Merilni Sistem Za Merjenje Impulznega Odziva Radijskega Kanala S Tehnologijo UWB
    Aleš Simončič, Tomaž Javornik, Klemen Bregar, Andrej Hrovat
    Zbornik Tridesete Mednarodne Elektrotehniške in Računalniške Konference ERK 2021: Portorož, Slovenija, 20. - 21. September 2021, 2021
    - COBISS: 78976771
  - Designing a Machine Learning Based Non-Intrusive Load Monitoring Classifier
    Leo Ogrizek, Blaž Bertalanič, Gregor Cerar, Marko Meža, Carolina Fortuna
    Proceedings of the ... Electrotechnical and Computer Science Conference, 2021
    - COBISS: 77055491
  - Performance Evaluation of COINS Framework for Wireless Network Automation
    Ivan Boškov, Halil Yetgin, Carolina Fortuna, Mihael Mohorčič
    European Conference on Networks and Communications, 2021
    - COBISS: 72796163
    - DOI: 10.1109/EuCNC/6GSummit51104.2021.9482454
  - Improving CSI-Based Massive MIMO Indoor Positioning Using Convolutional Neural Network
    Gregor Cerar, Aleš Švigelj, Mihael Mohorčič, Carolina Fortuna, Tomaž Javornik
    European Conference on Networks and Communications, 2021
  - Learning to Fairly Classify the Quality of Wireless Links
    Gregor Cerar, Halil Yetgin, Mihael Mohorčič, Carolina Fortuna
    WONS 2021, 16th Wireless On-Demand Network Systems and Services Conference, 9-11th March 2021: Virtual Conference, 2021
- Patents
  - Sistemi in Postopek Za Samodejno Nadzorovano in Fleksibilno Polnjenje Električnih Vozil: Patent SI 25990 A, 2021-10-29
    Miha Smolnikar, Tomaž Dostal, Vjekoslav Delimar, Uroš Bizjak, Jure Germovšek
    2021
    - COBISS: 142287107
2020
- Journals:
  - Learning to Detect Anomalous Wireless Links in IoT Networks
    Gregor Cerar, Halil Yetgin, Blaž Bertalanič, Carolina Fortuna
    IEEE Access, 2020
  - Automatic Detection of Wireless Transmissions
    Timotej Gale, Tomaž Šolc, Rares-Andrei Moşoi, Mihael Mohorčič, Carolina Fortuna
    IEEE Access, 2020
    - COBISS: 33138983
    - DOI: 10.1109/ACCESS.2020.2970840
  - Proving a Concept of Flexible Under-Frequency Load Shedding With Hardware-in-the-Loop Testing
    Denis Sodin, Rajne Ilievska, Andrej Čampa, Miha Smolnikar, Urban Rudež
    Energies, 2020
    - COBISS: 24709891
    - DOI: 10.3390/en13143607
- Conferences:
  - Resource Reservation Within Sliced 5G Networks: A Cost-Reduction Strategy for Service Providers
    Jean-Baptiste Monteil, Jernej Hribar, Pieter Barnard, Yong Li, Luiz A. DaSilva
    2020 IEEE International Conference on Communications Workshops (ICC): Proceedings, 2020
    - COBISS: 97818627
    - DOI: 10.1109/ICCWorkshops49005.2020.9145374
  - Time-to-Provision Evaluation of Iot Devices Using Automated Zero-Touch Provisioning
    Ivan Boškov, Halil Yetgin, Matevž Vučnik, Carolina Fortuna, Mihael Mohorčič
    GLOBECOM 2020, 2020 IEEE Global Communications Conference, 7-11 December 2020: Virtual Proceedings, 2020
    - COBISS: 52217091
    - DOI: 10.1109/GLOBECOM42002.2020.9348119
  - On Designing a Machine Learning Based Wireless Link Quality Classifier
    Gregor Cerar, Halil Yetgin, Mihael Mohorčič, Carolina Fortuna
    IEEE PIMRC 2020, 31st Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, 31 August - 3 September 2020, London, UK: Virtual Conference, 2020
    - COBISS: 32059651
  - Spremljanje Satelitov GPS v Vidnem Polju Na Osnovi Modula NEO-6M
    Blaž Bertalanič, Aljaž Blatnik, Boštjan Batagelj
    Proceedings of the ... Electrotechnical and Computer Science Conference, 2020
    - COBISS: 29967619
  - Self-Calibrated UWB Based Device-Free Indoor Localization and Activity Detection Approach
    Klemen Bregar, Andrej Hrovat, Mihael Mohorčič, Tomaž Javornik
    European Conference on Networks and Communications, 2020
    - COBISS: 29877763
- Books
  - The Internet of Things: From Data to Insight
    J. Davies, Carolina Fortuna
    2020
    - COBISS: 33305895
    - ISBN: 978-1-119-54526-2
- Patents
  - Device of Data Hub and Communication Gateway: Patent SI 25820 A, 2020-09-30
    Matej Gajzer, Boris Jurkovič, Tadej Kolmanič, Miha Smolnikar, Marko Križanić
    2020
    - COBISS: 142273539
- Preprints:
  - Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning
    Ivan Boškov, Halil Yetgin, Matevž Vučnik, Carolina Fortuna, Mihael Mohorčič
    2020
    - arXiv:2009.09731v2
2019
- Journals:
  - Using Correlated Information to Extend Device Lifetime
    Jernej Hribar, Maice Costa, Nicholas Kaminski, Luiz A. DaSilva
    IEEE Internet of Things Journal, 2019
    - COBISS: 97766659
    - DOI: 10.1109/JIOT.2018.2869986
  - Whitelisting in RFDMA Networks
    Tomaž Šolc, Halil Yetgin, Timotej Gale, Mihael Mohorčič, Carolina Fortuna
    IEEE Access, 2019
    - COBISS: 32819495
    - DOI: 10.1109/ACCESS.2019.2950754
  - Evaluation of Range-Based Indoor Tracking Algorithms by Merging Simulation and Measurements
    Klemen Bregar, Roman Novak, Mihael Mohorčič
    EURASIP Journal on Wireless Communications and Networking, 2019
    - COBISS: 32476455
    - DOI: 10.1186/s13638-019-1489-y
  - Detailed Analysis and Understanding of the Transport Mechanism of Poly-Si-Based Carrier Selective Junctions
    Andrej Čampa, Franc Smole, Nils Folchert, Tobias Wietler, Byungsul Min, Rolf Brendel, Marko Topič
    IEEE Journal of Photovoltaics, 2019
    - COBISS: 12725076
    - DOI: 10.1109/JPHOTOV.2019.2943610
- Conferences:
  - Utilising Correlated Information to Improve the Sustainability of Internet of Things Devices
    Jernej Hribar, Luiz A. DaSilva
    WF-IoT: 2019 IEEE 5th World Forum on Internet of Things, 2019
    - COBISS: 97896963
  - Using Deep Q-Learning to Prolong the Lifetime of Correlated Internet of Things Devices
    Jernej Hribar, Andrei Marinescu, George A. Ropokis, Luiz A. DaSilva
    2019 IEEE International Conference on Communications Workshops, (ICC Workshops): Proceedings, 2019
    - COBISS: 97883139
    - DOI: 10.1109/ICCW.2019.8756759
  - IEEE Standards Compliance Testing of PMU With RTDS
    Denis Sodin, Marko Mihelin, Miha Smolnikar, Urban Rudež
    Referati in Predstavitve 14. Konference Slovenskih Elektroenergetikov CIGRE-CIRED, 2019
    - COBISS: 33232167
  - Industrial IoT Security Monitoring and Test on Fed4Fire+ Platforms
    Diego Rivera, Edgardo Montes de Oca, Wissam Mallouli, Ana R. Cavalli, Brecht Vermeulen, Matevž Vučnik
    Lecture Notes in Computer Science, 2019
    - COBISS: 32805159
  - Automated Initial Configuration of Wireless Embedded Devices in the Internet Things
    Ivan Boškov, Matevž Vučnik, Carolina Fortuna, Mihael Mohorčič
    BalkanCOM 2019, 5G and Beyond, 2019
    - COBISS: 32784935
  - Passive Ultra-Wideband Coarse Localization and Activity Detection System for Assisted Living
    Klemen Bregar, Tomaž Javornik, Andrej Hrovat, Mihael Mohorčič, Gorazd Kandus
    Conference Proceedings, 2019
    - COBISS: 32739623
  - Device Positioning and Location-Aware Communications
    Klemen Bregar, Aleš Švigelj
    Proceedings of the ... Electrotechnical and Computer Science Conference, 2019
    - COBISS: 32703527
  - Testing the Interoperability of the Joint Scheduling and Routing Algorithm for IIoT Applications
    Andrej Hrovat, Gregor Cerar, Gordana Gardašević, Dragan Vasiljević, Tomaž Javornik
    Proceedings of the ... Electrotechnical and Computer Science Conference, 2019
    - COBISS: 32703271
  - Secure Hybrid Publish-Subscribe Messaging Architecture
    Matevž Vučnik, Aleš Švigelj, Gorazd Kandus, Mihael Mohorčič
    SoftCOM 2019, 2019
    - COBISS: 32696615
  - Channel Impulse Response Based Vehicle Analysis in Tunnels
    Klemen Bregar, Andrej Hrovat, Roman Novak, Tomaž Javornik
    EuCAP 2019, 2019
    - COBISS: 32276775
- Preprints:
  - Using Deep Q-Learning to Prolong the Lifetime of Correlated Internet of Things Devices
    Jernej Hribar, Andrei Marinescu, George A. Ropokis, Luiz A. DaSilva
    2019
    - arXiv:1902.02850v1

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2020

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