Valentin Rakovic

59 papers B 1C 1Misc 3Journal 25Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
Online Continual Learning for Anomaly Detection in IoT under Data Distribution Shifts.
CoRR
Matea Marinova, Shashi Raj Pandey, Junya Shiraishi, Martin Voigt Vejling, Valentin Rakovic, Petar Popovski
2025 J jnl
Optimal Cut Layer Bounds for Split Learning.
IEEE Commun. Lett.
Matea Marinova, Marija Poposka, Zoran Hadzi-Velkov, Valentin Rakovic
2025 — conf
Transformer-Driven Dynamic Resource Reconfiguration in Cellular Networks.
EUROCON
Emilija Chona, Daniel Denkovski, Valentin Rakovic
2024 Misc conf
Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices.
IE
Matea Marinova, Daniel Denkovski, Hristijan Gjoreski, Zoran Hadzi-Velkov, Valentin Rakovic
2024 J jnl
Convergence Rate Maximization for Split Learning-based Control of EMG Prosthetic Devices.
CoRR
Matea Marinova, Daniel Denkovski, Hristijan Gjoreski, Zoran Hadzi-Velkov, Valentin Rakovic
2024 J jnl
Delay Minimization of Federated Learning Over Wireless Powered Communication Networks.
IEEE Commun. Lett.
Marija Poposka, Slavche Pejoski, Valentin Rakovic, Daniel Denkovski, Hristijan Gjoreski, Zoran Hadzi-Velkov
2024 — conf
Review of Approaches to Implementing Science-Based Targets for Reducing Carbon Footprint in the ICT Sector.
IHTC
Jelena Gjorgjev, Nexhibe Sejfuli-Ramadani, Valentina Angelkoska, Valentin Rakovic, Aleksandar Risteski
2023 J jnl
Federated Learning for Activity Recognition: A System Level Perspective.
IEEE Access
Stefan Kalabakov, Borche Jovanovski, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski
2023 J jnl
Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments.
IEEE Internet Comput.
Ana Cholakoska, Hristijan Gjoreski, Valentin Rakovic, Daniel Denkovski, Marija Kalendar, Bjarne Pfitzner, Bert Arnrich
2023 — conf
Prediction of Hospital Readmission using Federated Learning.
IWSSIP
Borjan Sazdov, Matea Tashkovska, Stefan Krsteski, Borche Jovanovski, Stefan Kalabakov, Valentin Rakovic, Daniel Denkovski, Hristijan Gjoreski
2023 J jnl
Resource Allocation of NOMA Communication Systems for Federated Learning.
IEEE Commun. Lett.
Marija Poposka, Borche Jovanovski, Valentin Rakovic, Daniel Denkovski, Zoran Hadzi-Velkov
2022 J jnl
Improving Energy Efficiency and Reliability in WuR-Based IoT Systems: An Error Correction Approach.
Wirel. Pers. Commun.
Valentin Rakovic, Robert Adamovski, Aleksandar Risteski, Liljana Gavrilovska
2022 Misc conf
ShapeShifter: Resolving the Hidden Latency Contention Problem in MEC.
SEC
Valentin Rakovic, Ke-Jou Hsu, Ketan Bhardwaj, Ada Gavrilovska, Liljana Gavrilovska
2021 — conf
Differentially Private Federated Learningfor Anomaly Detection in eHealth Networks.
UbiComp/ISWC Adjunct
Ana Cholakoska, Bjarne Pfitzner, Hristijan Gjoreski, Valentin Rakovic, Bert Arnrich, Marija Kalendar
2021 — conf
Flash Crowd Management in Beyond 5G Systems.
FABULOUS
Valentin Rakovic, Hristijan Gjoreski, Marija Poposka, Daniel Denkovski, Liljana Gavrilovska
2020 J jnl
End-to-End Network Slicing for Flash Crowds.
IEEE Commun. Mag.
Simona Marinova, Valentin Rakovic, Daniel Denkovski, Thomas Lin, Vladimir Atanasovski, Hadi Bannazadeh, Liljana Gavrilovska, Alberto Leon-Garcia
2020 J jnl
From Cloud RAN to Open RAN.
Wirel. Pers. Commun.
Liljana Gavrilovska, Valentin Rakovic, Daniel Denkovski
2019 J jnl
Blockchain Paradigm and Internet of Things.
Wirel. Pers. Commun.
Valentin Rakovic, Jovan Karamachoski, Vladimir Atanasovski, Liljana Gavrilovska
2019 — conf
Competitive Game Theory Efficiency ICT Model in MultiPlayer Market.
EUROCON
Igor Bimbiloski, Valentin Rakovic, Anis Sefidanoski, Aleksandar Risteski
2019 — conf
Providers and Consumers Mutual Benefits in Energy Efficiency Model with Elements of Cooperative Game Theory.
FABULOUS
Igor Bimbiloski, Valentin Rakovic, Aleksandar Risteski
2018 — conf
Aspects of Resource Scaling in 5G-MEC: Technologies and Opportunities.
GLOBECOM Workshops
Liljana Gavrilovska, Valentin Rakovic, Daniel Denkovski
2018 J jnl
Virtualization Approach for Machine-Type Communications in Multi-RAT Environment.
Wirel. Pers. Commun.
Liljana Gavrilovska, Valentin Rakovic, Aleksandar Ichkov
2017 Misc conf
Analysis of virtual resource allocation for cloud-RAN based systems.
ICIN
Valentin Rakovic, Aleksandar Ichkov, Nina Grosheva, Vladimir Atanasovski, Liljana Gavrilovska
2017 — conf
Cloud based solution for vital signs tracking.
EUROCON
Valentin Rakovic, Daniel Denkovski, Vladimir Atanasovski, Liljana Gavrilovska, Harm op den Akker, Cristian-Dan Bara
2017 J jnl
Dynamic Virtual Resource Allocation in Virtualized multi-RAT Cellular Networks.
Wirel. Pers. Commun.
Valentin Rakovic, Aleksandar Ichkov, Simona Marinova, Davor Todorovski, Vladimir Atanasovski, Liljana Gavrilovska
2017 — conf
Implications of Network Resources and Topologies Over SDN System Performances.
FABULOUS
Bojan Velevski, Valentin Rakovic, Liljana Gavrilovska
2017 J jnl
Power and Channel Optimization for WiFi Networks Based on REM Data.
Wirel. Pers. Commun.
Daniel Denkovski, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska
2017 J jnl
Research Challenges, Trends and Applications for Multi-Sensory Devices in Future Networked Systems.
Wirel. Pers. Commun.
Liljana Gavrilovska, Valentin Rakovic, Vladimir Atanasovski
2016 J jnl
Generic Multiuser Coordinated Beamforming for Underlay Spectrum Sharing.
IEEE Trans. Commun.
Daniel Denkovski, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska, Petri Mähönen
2016 J jnl
Human Bond Communications: Generic Classification and Technology Enablers.
Wirel. Pers. Commun.
Liljana Gavrilovska, Valentin Rakovic
2016 — conf
Radio resource management based on radio environmental maps: Case of Smart-WiFi.
ICT
Valentin Rakovic, Daniel Denkovski, Vladimir Atanasovski, Liljana Gavrilovska
2016 J jnl
Visions Towards 5G: Technical Requirements and Potential Enablers.
Wirel. Pers. Commun.
Liljana Gavrilovska, Valentin Rakovic, Vladimir Atanasovski
2015 J jnl
Analysis of Reconfigurability, Control and Resource Management in Heterogeneous Wireless Networks.
Int. J. Comput. Commun. Control
Liljana Gavrilovska, Vladimir Atanasovski, Pero Latkoski, Valentin Rakovic
2015 — conf
CHEST (COPD E-Health Sensor Solution).
FABULOUS
Ivana Todorovska, Maja Janeva, Sinisha Pecov, Kristina Darkoska, Tomche Mitrov, Sofija Shutarova, Katerina Darkoska, Hristina Chingoska, Konstantin Chomu, Valentin Rakovic, Liljana Gavrilovska
2015 J jnl
Capacity-Aware Cooperative Spectrum Sensing Based on Noise Power Estimation.
IEEE Trans. Commun.
Valentin Rakovic, Daniel Denkovski, Vladimir Atanasovski, Petri Mähönen, Liljana Gavrilovska
2015 J jnl
Generic Multiuser Coordinated Beamforming for Underlay Spectrum Sharing.
CoRR
Daniel Denkovski, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska, Petri Mähönen
2015 — conf
Optimal time sharing in underlay cognitive radio systems with RF energy harvesting.
ICC
Valentin Rakovic, Daniel Denkovski, Zoran Hadzi-Velkov, Liljana Gavrilovska
2015 J jnl
Optimal time sharing in underlay cognitive radio systems with RF energy harvesting.
CoRR
Valentin Rakovic, Daniel Denkovski, Zoran Hadzi-Velkov, Liljana Gavrilovska
2015 — conf
REM-facilitated Smart-Wifi.
DySPAN
Daniel Denkovski, Valentin Rakovic, Aleksandar Ichkov, Vladimir Atanasovski, Liljana Gavrilovska
2014 — conf
Combined beamforming design for underlay spectrum sharing.
WCNC Workshops
Valentin Rakovic, Daniel Denkovski, Liljana Gavrilovska
2014 J jnl
Enabling LTE in TVWS with radio environment maps: From an architecture design towards a system level prototype.
Comput. Commun.
Liljana Gavrilovska, Jaap van de Beek, Yong Xie, Erik Lidström, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Daniel Denkovski, Valentin Rakovic
2014 J jnl
Medium Access Control Protocols in Cognitive Radio Networks: Overview and General Classification.
IEEE Commun. Surv. Tutorials
Liljana Gavrilovska, Daniel Denkovski, Valentin Rakovic, Marko Angjelicinoski
2014 J jnl
Optimal Cooperative Spectrum Sensing Under Faded and Bandwidth Limited Control Channels.
Wirel. Pers. Commun.
Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska
2014 — conf
Small-cells radio resource management based on Radio Environmental Maps.
INFOCOM Workshops
Daniel Denkovski, Valentin Rakovic, Marko Angjelicinoski, Vladimir Atanasovski, Liljana Gavrilovska
2013 — conf
An Integrated Platform for Source Detection, Identification and Localization with Applications to Cognitive-Radio.
EW
Ioannis Dagres, Andreas Polydoros, Daniel Denkovski, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska, Krzysztof Cichon, Adrian Kliks, Shaswar Baban, Oliver Holland
2013 — conf
Cooperative spectrum sensing based on Noise Power estimation.
WPMC
Valentin Rakovic, Valentina Pavlovska, Vladimir Atanasovski, Liljana Gavrilovska
2013 — conf
Existing Policy Frameworks: An Overview.
ISWCS
Dionysia Triantafyllopoulou, Adrian Kliks, Valentin Rakovic, Liljana Gavrilovska
2013 — conf
Feasibility of cooperative spectrum sensing based on clustered beamforming.
BlackSeaCom
Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska
2013 — conf
Neighbour and network discovery in cognitive radio networks: research activities and results in the ACROPOLIS Network of Excellence.
EW
Luca De Nardis, Maria-Gabriella Di Benedetto, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska, Oliver Holland, Auon Muhammad Akhtar, Hamid Aghvami, Dimitri Tassetto, Sergio Bovelli, Vera Stavroulaki, Yiouli Kritikou, Aimilia Bantouna, Panagiotis Demestichas, Sylwia Romaszko
2013 — conf
REM-Enabled Transmitter Localization for Ad Hoc Scenarios.
MILCOM
Liljana Gavrilovska, Vladimir Atanasovski, Valentin Rakovic, Daniel Denkovski, Marko Angjelicinoski
2013 C conf
Software tool for assessing secondary system opportunities in spectrum whitespaces.
WOWMOM
Andreas Achtzehn, Ljiljana Simic, Marina Petrova, Petri Mähönen, Valentin Rakovic, Pero Latkoski, Liljana Gavrilovska
2012 B conf
Integration of heterogeneous spectrum sensing devices towards accurate REM construction.
WCNC
Daniel Denkovski, Valentin Rakovic, Mihajlo Pavloski, Konstantin Chomu, Vladimir Atanasovski, Liljana Gavrilovska
2012 — conf
Location estimation of radio transmitters based on spatial interpolation of RSS values.
CrownCom
Valentin Rakovic, Marko Angjelicinoski, Vladimir Atanasovski, Liljana Gavrilovska
2012 — conf
Multi-level modeling of spectrum use.
ISWCS
Mihajlo Pavloski, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska
2012 — conf
REM-enabled opportunistic LTE in the TV band.
DySPAN
Jaap van de Beek, Erik Lidström, Tao Cai, Yong Xie, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska, Janne Riihijärvi, Petri Mähönen, Antoine Dejonghe, Peter Van Wesemael, Mattias Desmet
2012 — conf
Security Aspects of Policy Controlled Cognitive Radio.
NTMS
Gianmarco Baldini, Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska
2011 — conf
Clustered network coordinated beamforming for cooperative spectrum sharing of multiple secondary systems.
CogART
Valentin Rakovic, Vladimir Atanasovski, Liljana Gavrilovska
2010 — conf
Novel RAT selection mechanism based on Hopfield neural networks.
ICUMT
Valentin Rakovic, Liljana Gavrilovska
2010 — conf
SDL+QualNet: a novel simulation environment for wireless heterogeneous networks.
SimuTools
Pero Latkoski, Valentin Rakovic, Ognen Ognenoski, Vladimir Atanasovski, Liljana Gavrilovska