Luca Rose

University of Bari Aldo Moro — Italy

Engineering · Physical Sciences

13h-index655citations48works5.32yr avg
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Research Topics

Advanced MIMO Systems Optimization(25), Cooperative Communication and Network Coding(14), Advanced Wireless Communication Techniques(12), Millimeter-Wave Propagation and Modeling(11), Wireless Communication Networks Research(6)

Publications48 total

OLIVANDER: a counterfactual-based method to generate adversarial Windows PE malware
Data Mining and Knowledge Discovery·2025· 1 citedOpen Access
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach Using Empirical Data
IEEE Transactions on Cognitive Communications and Networking·2024· 4 cited
VINCENT: Cyber-threat detection through vision transformers and knowledge distillation
Computers & Security·2024· 14 citedOpen Access
Massive MIMO CSI Feedback Using Channel Prediction: How to Avoid Machine Learning at UE?
IEEE Transactions on Wireless Communications·2024· 2 citedOpen Access
Reconfigurable Intelligent Surfaces: How to Enhance Multiuser Channel Prediction?
IEEE Wireless Communications Letters·2023· 5 cited
Artificial Intelligence and Machine Learning in 6G
2023· 1 cited
Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet
GLOBECOM 2022 - 2022 IEEE Global Communications Conference·2022· 13 cited
Design of an Efficient CSI Feedback Mechanism in Massive MIMO Systems: A Machine Learning Approach using Empirical Data
arXiv (Cornell University)·2022· 3 citedOpen Access
Real-Time Massive MIMO Channel Prediction: A Combination of Deep Learning and NeuralProphet
arXiv (Cornell University)·2022Open Access
Series Editorial: Internet of Things
IEEE Communications Magazine·2022Open Access
Artificial Intelligence for 6G Networks: Technology Advancement and Standardization
IEEE Vehicular Technology Magazine·2022· 73 citedOpen Access
Coexistence Scenarios in 5G: Outdoor-Outdoor and Outdoor-Indoor Networks
2022
ML-Based Massive MIMO Channel Prediction: Does It Work on Real-World Data?
IEEE Wireless Communications Letters·2022· 53 cited
Smart Link Adaptation and Scheduling for IIoT
IEEE Networking Letters·2022· 13 citedOpen Access
RNN-Based Twin Channel Predictors for CSI Acquisition in UAV-Assisted 5G+ Networks
2021 IEEE Global Communications Conference (GLOBECOM)·2021· 10 citedOpen Access
A Novel Algorithm to Report CSI in MIMO-Based Wireless Networks
2021· 1 citedOpen Access
Dealing with CSI Compression to Reduce Losses and Overhead: An Artificial Intelligence Approach
2021· 1 citedOpen Access
GAN augmentation to deal with imbalance in imaging-based intrusion detection
Future Generation Computer Systems·2021· 131 cited
Dealing with CSI Compression to Reduce Losses and Overhead: An\n Artificial Intelligence Approach
arXiv (Cornell University)·2021Open Access
Uplink Beam Management for Millimeter Wave Cellular MIMO Systems with Hybrid Beamforming
2021· 4 citedOpen Access
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Frequent Co-authors

Mérouane Debbah(13), Muhammad Karam Shehzad(12), Mohamad Assaad(12), Samir M. Perlaza(8), Christophe J. Le Martret(7), Mattia Rebato(6), Michele Zorzi(6), Giuseppina Andresini(3), Annalisa Appice(3), Donato Malerba(3), Stefan Wesemann(3), George C. Alexandropoulos(3), Ioanna Vinieratou(3), Afef Feki(3), Vincenzo Pellegrini(3), M. Majid Butt(2), Raphaël Massin(2), Luxmiram Vijayandran(2), E. Veronica Belmega(2), Walid Saad(2)