Recent Publications

2023
- Journals:
  - Self-Supervised Learning for Clustering of Wireless Spectrum Activity
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    Computer Communications, 2023
    - COBISS: 168772867
    - DOI: 10.1016/j.comcom.2023.10.009
  - 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
  - Site Diversity Experiment in Q-Band Satellite Communications in Slovenia and Hungary
    Arsim Kelmendi, László Csurgai-Horváth, Aleš Švigelj, Mihael Mohorčič, Tomaž Javornik, Andrej Hrovat
    Antennas and Wireless Propagation Letters, 2023
    - COBISS: 150774531
    - DOI: 10.1109/LAWP.2023.3270839
  - 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
  - Non-Intrusive Privacy-Preserving Approach for Presence Monitoring Based on WiFi Probe Requests
    Aleš Simončič, Miha Mohorčič, Mihael Mohorčič, Andrej Hrovat
    Sensors, 2023
    - COBISS: 143286531
    - DOI: 10.3390/s23052588
  - 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
  - Cross-Polarization Discrimination Interference Analysis of Alphasat Satellite Measurements in Ka and Q Bands
    Arsim Kelmendi, Mihael Mohorčič, Armando Rocha
    European Conference on Antennas and Propagation, EuCAP: [Florence, Italy, March 26 - 31, 2023], 2023
    - COBISS: 154222339
    - DOI: 10.23919/EuCAP57121.2023.10133281
  - 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
    - COBISS: 145125123
    - DOI: 10.5220/0011610300003393
    - arXiv:2211.04813v2
- Book chapters
  - Resource-Aware Deep Learning for Wireless Fingerprinting Localization
    Gregor Cerar, Blaž Bertalanič, Carolina Fortuna
    - 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
    - COBISS: 154298371
    - DOI: 10.1007/978-3-031-29301-6_3
- Preprints:
  - Deep Feature Learning for Wireless Spectrum Data
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    - arXiv:2308.03530v1
  - Towards Sustainable Deep Learning for Multi-Label Classification on NILM
    Anže Pirnat, Blaž Bertalanič, Gregor Cerar, Mihael Mohorčič, Carolina Fortuna
    - arXiv:2307.09244v1
  - XAI for Self-Supervised Clustering of Wireless Spectrum Activity
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    - arXiv:2305.10060v1
  - Traveling Wave Method for Event Localization and Characterization of Power Transmission Lines
    Marko Hudomalj, Andrej Trost, Andrej Čampa
    - arXiv:2304.01733v2
  - 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
    - 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
  - Tropospheric Scintillation Fading Analysis of Alphasat Satellite Measurements in Ka and Q Bands
    Arsim Kelmendi, Andrej Hrovat, Aleš Švigelj, Mihael Mohorčič
    16th European Conference on Antennas and Propagation (EuCAP) 2022, Madrid, Spain, 2022
    - COBISS: 107807235
- 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
    - arXiv:2210.06956v1
  - Self-Supervised Learning for Clustering of Wireless Spectrum Activity
    Ljupcho Milosheski, Gregor Cerar, Blaž Bertalanič, Carolina Fortuna, Mihael Mohorčič
    - arXiv:2210.02899v2
  - Towards Sustainable Deep Learning for Wireless Fingerprinting Localization
    Anže Pirnat, Blaž Bertalanič, Gregor Cerar, Mihael Mohorčič, Marko Meža, Carolina Fortuna
    - arXiv:2201.09071v1
  - On Designing Data Models for Energy Feature Stores
    Gregor Cerar, Blaž Bertalanič, Anže Pirnat, Andrej Čampa, Carolina Fortuna
    - arXiv:2205.04267v2
  - Resource-Aware Deep Learning for Wireless Fingerprinting Localization
    Gregor Cerar, Blaž Bertalanič, Carolina Fortuna
    - arXiv:2211.01759v1
  - Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS
    Blaž Bertalanič, Jakob Jenko, Carolina Fortuna
    - 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
    - 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
  - Alphasat Propagation Measurements at Ka- And Q- Bands in Ljubljana: Three Years Statistical Analysis
    Arsim Kelmendi, Andrej Hrovat, Mihael Mohorčič, Aleš Švigelj
    IEEE Antennas and Wireless Propagation Letters, 2021
    - COBISS: 41917443
    - DOI: 10.1109/LAWP.2020.3043321
- Conferences:
  - Analyse or Transmit: Utilising Correlation at the Edge With Deep Reinforcement Learning
    Jernej Hribar, Ryoichi Shinkuma, Geogre 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
  - Fade Slope Analysis of Alphasat Satellite Measurements at Ka and Q Bands
    Arsim Kelmendi, Andrej Hrovat, Aleš Švigelj, Mihael Mohorčič
    EuCAP 2021, 2021
    - COBISS: 57313283
    - DOI: 10.23919/EuCAP51087.2021.9411105
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
  - Performance Evaluation of CANCAR Algorithm in Realistic Wireless Mesh Networks
    Aleš Švigelj, Erik Pertovt, Mihael Mohorčič
    Wireless Personal Communications, 2020
    - COBISS: 24459779
    - DOI: 10.1007/s11277-020-07660-0
  - High Precision Wide Bandwidth DC Current Transducer Based on the Platiše Flux Sensor
    Uroš Platiše, Tomaž Kanalec, Mihael Mohorčič
    Sensors, 2020
    - COBISS: 24375555
    - DOI: 10.3390/s20154197
- 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
    - COBISS: 33305895
    - ISBN: 978-1-119-54526-2
- Preprints:
  - Time-to-Provision Evaluation of IoT Devices Using Automated Zero-Touch Provisioning
    Ivan Boškov, Halil Yetgin, Matevž Vučnik, Carolina Fortuna, Mihael Mohorčič
    - 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
  - Network and Traffic Design Aspects in Network-Coding-Enabled Wireless Networks
    Kemal Alič, Mihael Mohorčič, Aleš Švigelj
    International Journal of Computers, Communications & Control, 2019
    - COBISS: 32397863
    - DOI: 10.15837/ijccc.2019.3.3477
  - Prediction Model of Fade Duration Statistics for Satellite Communications at Ka and Q Bands
    Arsim Kelmendi, Andrej Hrovat, Mihael Mohorčič, Andrej Vilhar
    IEEE Transactions on Antennas and Propagation, 2019
    - COBISS: 32367911
    - DOI: 10.1109/TAP.2019.2916657
  - 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
  - Modelling of Fade Duration Statisticsin Earth-Satellite Slant Pathsusing Copulas
    Arsim Kelmendi, Andrej Vilhar, Andrej Hrovat, Mihael Mohorčič
    EuCAP 2019, 2019
    - COBISS: 32277031
  - 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
    - arXiv:1902.02850v1
2018
- Journals:
  - Continuous Integration in Wireless Technology Development
    Matevž Vučnik, Tomaž Šolc, Urban Gregorc, Andrej Hrovat, Klemen Bregar, Miha Smolnikar, Mihael Mohorčič, Carolina Fortuna
    IEEE Communications Magazine, 2018
  - CANCAR - Congestion-Avoidance Network Coding-Aware Routing for Wireless Mesh Networks
    Erik Pertovt, Kemal Alič, Aleš Švigelj, Mihael Mohorčič
    Transactions on Internet and Information Systems, 2018
    - COBISS: 31803943
    - DOI: 10.3837/tiis.2018.09.006
  - A Methodology for Experimental Evaluation of Signal Detection Methods in Spectrum Sensing
    Tomaž Šolc, Mihael Mohorčič, Carolina Fortuna
    PloS One, 2018
    - COBISS: 31568167
    - DOI: 10.1371/journal.pone.0199550
  - Improving Indoor Localization Using Convolutional Neural Networks on Computationally Restricted Devices
    Klemen Bregar, Mihael Mohorčič
    IEEE Access, 2018
    - COBISS: 31291943
    - DOI: 10.1109/ACCESS.2018.2817800
  - Multiscale Modeling and Back Contact Design of Bifacial Silicon Heterojunction Solar Cells
    Andrej Čampa, Anthony Valla, Kristijan Brecl, Franc Smole, Delfina Muñoz, Marko Topič
    IEEE Journal of Photovoltaics, 2018
    - COBISS: 11930708
    - DOI: 10.1109/JPHOTOV.2017.2775155
- Conferences:
  - Using CNNs With Long-Short-Term Memory for Recognition of Writing
    Blaž Bertalanič
    Zbornik Sedemindvajsete Mednarodne Elektrotehniške in Računalniške Konference ERK 2018, 2018
    - COBISS: 38656003
  - Combining Measurements and Simulations for Evaluation of Tracking Algorithms
    Klemen Bregar, Roman Novak, Mihael Mohorčič
    EUCNC 2018: 27th European Conference on Networks and Communications, 2018
    - COBISS: 31582759
  - Integrating Research Testbeds Into Social Coding Platforms
    Matevž Vučnik, Carolina Fortuna, Tomaž Šolc, Mihael Mohorčič
    EUCNC 2018: 27th European Conference on Networks and Communications, 2018
    - COBISS: 31582503
  - SAAM: Supporting Active Ageing: Use Cases and User-Side Architecture
    Andrej Hrovat, Martin Žnidaršič, Bernard Ženko, Matevž Vučnik, Mihael Mohorčič
    EUCNC 2018: 27th European Conference on Networks and Communications, 2018
    - COBISS: 31582247
  - An Adaptive Channel Quality Metric for Ultra-Narrowband Systems
    Tomaž Šolc, Carolina Fortuna
    EUCNC 2018: 27th European Conference on Networks and Communications, 2018
    - COBISS: 31581479
  - Measurement Based Ultra-Wideband Channel Model for Mobile Communications in Tunnels
    Andrej Hrovat, Klemen Bregar, Tomaž Javornik
    EuCAP 2018, 2018
    - COBISS: 31334439
- Preprints:
  - Automatic Detection and Query of Wireless Spectrum Events From Streaming Data
    Carolina Fortuna, Timotej Gale, Tomaz Solc, Mihael Mohorcic
    - arXiv:1804.05019v1

2023

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2022

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2021

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2020

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2019

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2018

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