Performance Modelling and Optimization of IP Multimedia Subsystem. - Jasmina Barakovic Husic; Erma Perenda; Mesud Hadzialic; Sabina Barakovic (EMS, 2013)

Artificial Intelligence Driven Optimization of Channel and Location in Wireless Networks. - Samurdhi Karunaratne; Ramy Atawia; Erma Perenda; Haris Gacanin (GLOBECOM Workshops, 2018)

Quality of Experience Inference for Video Services in Home WiFi Networks. - Amir Ligata; Erma Perenda; Haris Gacanin (IEEE Commun. Mag., 2018)

Artificial Intelligence Inspired Self-Deployment of Wireless Networks. - Erma Perenda; Ramy Atawia; Haris Gacanin (CoRR, 2018)

Self-X Design of Wireless Networks: Exploiting Artificial Intelligence and Guided Learning. - Erma Perenda; Samurdhi Karunaratne; Ramy Atawia; Haris Gacanin (CoRR, 2018)

Self-Deployment of Non-Stationary Wireless Systems by Knowledge Management With Artificial Intelligence. - Haris Gacanin; Erma Perenda; Ramy Atawia (IEEE Trans. Cogn. Commun. Netw., 2019)

Self-Optimization of Wireless Systems With Knowledge Management: An Artificial Intelligence Approach. - Haris Gacanin; Erma Perenda; Samurdhi Karunaratne; Ramy Atawia (IEEE Trans. Veh. Technol., 2019)

SkySense: terrestrial and aerial spectrum use analysed using lightweight sensing technology with weather balloons. - Brecht Reynders; Franco Minucci; Erma Perenda; Hazem Sallouha; Roberto Calvo-Palomino; Yago Lizarribar; Markus Fuchs; Matthias Schäfer 002; Markus Engel; Bertold Van den Bergh; Sofie Pollin; Domenico Giustiniano; et al. (MobiSys, 2020)

Learning the unknown: Improving modulation classification performance in unseen scenarios. - Erma Perenda; Sreeraj Rajendran; Gérôme Bovet; Sofie Pollin; Mariya Zheleva (INFOCOM, 2021)

Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification. - Erma Perenda; Sreeraj Rajendran; Gérôme Bovet; Sofie Pollin; Mariya Zheleva (IEEE Trans. Cogn. Commun. Netw., 2022)

Cooperative Partial Task-Offloading for Heterogeneous Industrial Robotic MEC System Using Spectral and Energy-Efficient Federated Learning. - Mohsen Pourghasemian; Haris Gacanin; Erma Perenda (GLOBECOM, 2023)

Contrastive learning with self-reconstruction for channel-resilient modulation classification. - Erma Perenda; Sreeraj Rajendran; Gérôme Bovet; Mariya Zheleva; Sofie Pollin (INFOCOM, 2023)

Unveiling the Effects of Experience Replay on Deep Reinforcement Learning-based Power Allocation in Wireless Networks. - Amna Kopic; Erma Perenda; Haris Gacanin (WCNC, 2024)

Action Space-Independent Exploration Methods in Multi-Agent Deep Reinforcement Learning for Wireless Power Allocation. - Amna Kopic; Erma Perenda; Haris Gacanin (WCNC, 2024)

Channel and Hardware Impairment Data Augmentation for Robust Modulation Classification. - Erma Perenda; Gérôme Bovet; Mariya Zheleva; Sofie Pollin (IEEE Trans. Cogn. Commun. Netw., 2024)

A Collaborative Multi-Agent Deep Reinforcement Learning-Based Wireless Power Allocation With Centralized Training and Decentralized Execution. - Amna Kopic; Erma Perenda; Haris Gacanin (IEEE Trans. Commun., 2024)