Jernej Hribar

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Positively Correlated

Reinforcement Learning

Top Venues

IEEE Internet Things J.

Publications

Hélio N. Cunha Neto, Jernej Hribar, Ivana Dusparic, Natalia Castro Fernandes, Diogo M. F. Mattos
FedSBS: Federated-Learning participant-selection method for Intrusion Detection Systems. Comput. Networks 244 (2024)
Din Music, Jernej Hribar, Carolina Fortuna
Digital transformation with a lightweight on-premise PaaS. Future Gener. Comput. Syst. 160 (2024)
Blaz Bertalanic, Jernej Hribar, Carolina Fortuna
Visibility Graph-Based Wireless Anomaly Detection for Digital Twin Edge Networks. IEEE Open J. Commun. Soc. 5 (2024)
Matic Pokorn, Mihael Mohorcic, Andrej Campa, Jernej Hribar
Smart Home Energy Cost Minimisation Using Energy Trading with Deep Reinforcement Learning. BuildSys@SenSys (2023)
Jernej Hribar, Luke Hackett, Ivana Dusparic
Deep W-Networks: Solving Multi-Objective Optimisation Problems with Deep Reinforcement Learning. ICAART (2) (2023)
Hélio N. Cunha Neto, Jernej Hribar, Ivana Dusparic, Diogo Menezes Ferrazani Mattos, Natalia Castro Fernandes
A Survey on Securing Federated Learning: Analysis of Applications, Attacks, Challenges, and Trends. IEEE Access 11 (2023)
Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhiyuan Jiang, Ivana Dusparic
Timely and sustainable: Utilising correlation in status updates of battery-powered and energy-harvesting sensors using Deep Reinforcement Learning. Comput. Commun. 192 (2022)
Jernej Hribar, Ivana Dusparic
Enabling Deep Reinforcement Learning on Energy Constrained Devices at the Edge of the Network. CoRR (2022)
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
Federated Spatial Reuse Optimization in Next-Generation Decentralized IEEE 802.11 WLANs. CoRR (2022)
Jernej Hribar, Ivana Dusparic
Enabling Deep Reinforcement Learning on Energy Constrained Devices at the Edge of the Network. WCNC (2022)
Jernej Hribar, Luke Hackett, Ivana Dusparic
Deep W-Networks: Solving Multi-Objective Optimisation Problems With Deep Reinforcement Learning. CoRR (2022)
Jernej Hribar, Andrei Marinescu, Alessandro Chiumento, Luiz A. DaSilva
Energy-Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and Space. IEEE Internet Things J. 9 (9) (2022)
Zhiyuan Jiang, Yan Liu, Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu
SMART: Situationally-Aware Multi-Agent Reinforcement Learning-Based Transmissions. IEEE Trans. Cogn. Commun. Netw. 7 (4) (2021)
Jernej Hribar, Ryoichi Shinkuma, George Iosifidis, Ivana Dusparic
Analyse or Transmit: Utilising Correlation at the Edge with Deep Reinforcement Learning. CoRR (2021)
Jernej Hribar, Ryoichi Shinkuma, George Iosifidis, Ivana Dusparic
Analyse or Transmit: Utilising Correlation at the Edge with Deep Reinforcement Learning. GLOBECOM (2021)
Jean-Baptiste Monteil, Jernej Hribar, Pieter Barnard, Yong Li, Luiz A. DaSilva
Resource Reservation within Sliced 5G Networks: A Cost-Reduction Strategy for Service Providers. ICC Workshops (2020)
Jernej Hribar, Andrei Marinescu, Alessandro Chiumento, Luiz A. DaSilva
Energy Aware Deep Reinforcement Learning Scheduling for Sensors Correlated in Time and Space. CoRR (2020)
Jernej Hribar, Luiz A. DaSilva
Utilising Correlated Information to Improve the Sustainability of Internet of Things Devices. WF-IoT (2019)
Jernej Hribar, Maice Costa, Nicholas J. Kaminski, Luiz A. DaSilva
Using Correlated Information to Extend Device Lifetime. IEEE Internet Things J. 6 (2) (2019)
Jernej Hribar, Andrei Marinescu, George A. Ropokis, Luiz A. DaSilva
Using Deep Q-Learning to Prolong the Lifetime of Correlated Internet of Things Devices. ICC Workshops (2019)
Jernej Hribar, Andrei Marinescu, George A. Ropokis, Luiz A. DaSilva
Using Deep Q-learning To Prolong the Lifetime of Correlated Internet of Things Devices. CoRR (2019)
Jernej Hribar, Maice Costa, Nicholas J. Kaminski, Luiz A. DaSilva
Updating Strategies in the Internet of Things by Taking Advantage of Correlated Sources. GLOBECOM (2017)