Iacovos Ioannou
Orcid: 0000-0002-1562-5543
According to our database1,
Iacovos Ioannou authored at least 59 papers
between 2020 and 2026.
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Bibliography
2026
Joint channel and spreading factor selection algorithm for LoRaWAN IoT-based networks.
Simul. Model. Pract. Theory, 2026
AI/ML for D2D Communication in 5G/6G Networks and Beyond: Concept, Applications, Challenges, and Future Directions.
IEEE Open J. Commun. Soc., 2026
IEEE Open J. Commun. Soc., 2026
A Coupled Multi-Stage Hybrid Framework for BER Prediction and Beam Angle Optimization in Massive MIMO Systems: Combining Classical Regression with Coupled Deep Learning Approaches.
Network, 2026
Adaptive active-defense hardening of ML-based NIDS against RL-driven adversaries: A comparative analysis with static defenses.
J. Inf. Secur. Appl., 2026
A Multilayered Framework for Adaptive and Optimized Real-Time Data Processing in Edge-Fog IoT Environments.
IEEE Internet Things J., 2026
Gradient-informed MBO with constraint-aware graph refinement network for privacy-preserving federated mask R-CNN segmentation (GIMBO-CAGRN-FL).
Expert Syst. Appl., 2026
A novel two-stage distributed radio resource allocation framework using deep machine learning in 6G cell-free dynamic communication networks.
Comput. Networks, 2026
A self-supervised hybrid CNN with uncertainty-aware referral for diabetic retinopathy screening.
Biomed. Signal Process. Control., 2026
SemaReg: Semantic Service Registry for Resilient IoTWorkflow Orchestration in Edge Computing Environments.
Proceedings of the Companion Proceedings of the ACM Web Conference 2026, 2026
Task-Aware Semantic Communications for 6G Under Finite Blocklength: Joint Reliability, Blocklength, Power and Compute Optimisation.
Proceedings of the 6th Middle East and North Africa Communications Conference, 2026
2025
Int. J. Data Sci. Anal., November, 2025
Labservatory: a synergy between journalism studies and computer science for online news observation.
Online Inf. Rev., 2025
Intelligent congestion control in 5G URLLC Software-Defined Networks using adaptive resource management via Reinforced Dueling Deep Q-Networks.
J. Netw. Comput. Appl., 2025
Access Point Selection and Localization for Cluster-Based Realization of a Device-to-Device Cell-Free 6G Communications Network.
IET Commun., 2025
DSTL: A Dual-Step Transfer Learning-Based Prediction Model for Next-Generation Intelligent Cellular Networks.
Intell. Converged Networks, 2025
Fuzzy logic-based IDS (FLIDS) for the detection of different types of jamming attacks in IoT networks.
Comput. Commun., 2025
Enhancing 5G and 6G networks through a dynamic dual-stage machine learning heuristic framework for selecting UEs as UE-VBSs.
Ad Hoc Networks, 2025
On the Performance Analysis of UE-VBS-Based Wireless Communications: Network Outages, Resource Utilization, and Optimization.
IEEE Access, 2025
Leveraging ADROIT6G for Enhanced Reliability and Efficiency of Rail Automation Infrastructure.
Proceedings of the IEEE Conference on Network Function Virtualization and Software-Defined Networking, 2025
Deep Learning-Driven Two-Stage Distributed Radio Resource Allocation in 6G Cell-Free Communication Systems.
Proceedings of the 2025 IFIP Networking Conference, Limassol, Cyprus, 26-30 May 2025., 2025
Implementing a Cell-Free 6G Distributed AI Network With the Use of Deep ML Under a Traditional Multi-Cell Mobile Network.
Proceedings of the 5th IEEE Middle East and North Africa Communications Conference, 2025
A Deep Q-Network (DQN) Framework for Joint Optimization of EV Charging Station Placement and Vehicle Routing.
Proceedings of the IEEE International Smart Cities Conference, 2025
Proceedings of the International Conference on Indoor Positioning and Indoor Navigation, 2025
PRAXIS: Proximal Reinforcement-aided Adaptive eXpert Intelligent System for Efficient Traffic Management in URLLC.
Proceedings of the IEEE International Conference on Communications, 2025
A Two-Stage Generative Framework for URLLC-Constrained Packet Routing in 6G Networks.
Proceedings of the Twelfth IEEE International Conference on Communications and Networking, 2025
2024
A novel automated approach for fish biomass estimation in turbid environments through deep learning, object detection, and regression.
Ecol. Informatics, 2024
GEMLIDS-MIOT: A Green Effective Machine Learning Intrusion Detection System based on Federated Learning for Medical IoT network security hardening.
Comput. Commun., 2024
AI/ML-aided capacity maximization strategies for URLLC in 5G/6G wireless systems: A survey.
Comput. Networks, 2024
IEEE Access, 2024
IEEE Access, 2024
Proceedings of the 32nd Euromicro International Conference on Parallel, 2024
Proceedings of the IFIP Networking Conference, 2024
Revolutionising IoT Network Security By Assessing ML Localisation Techniques Against Jamming Attacks.
Proceedings of the 22nd Mediterranean Communication and Computer Networking Conference, 2024
Deep Learning-Aided Channel Estimation for Large Scale Fading Decoding in Massive MIMO Systems.
Proceedings of the 30th IEEE International Conference on Telecommunications, 2024
Enhancing Edge Caching Efficiency: Leveraging Social and Context-Aware Popularity Rank Prediction via Transfer Learning.
Proceedings of the 30th IEEE International Conference on Telecommunications, 2024
Catalyzing Energy Balance: A Comparative Analysis of Optimization Algorithms in the DAI Framework.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024
Applying an Agent-based Distributed AI Framework to Forecast Power for the Mini-Grid Stability.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2024
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024
Safety Based Optimal Storage Capacity Sizing for Power System with Renewable Energy Sources.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024
Location-enabled IoT (LE-IoT): Indoor Localization for IoT Environments using Machine Learning.
Proceedings of the 20th International Conference on Distributed Computing in Smart Systems and the Internet of Things, 2024
Cloud-Based Large Language Models for Enhancing BDIx Agents' Decision-Making in Network Control Emergencies.
Proceedings of the 29th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2024
2023
Comput. Commun., 2023
Comput. Networks, 2023
A Novel Deep Hierarchical Machine Learning Approach for Identification of Known and Unknown Multiple Security Attacks in a D2D Communications Network.
IEEE Access, 2023
Content-Aware Network Traffic Prediction Framework for Quality of Service-Aware Dynamic Network Resource Management.
IEEE Access, 2023
Performance evaluation of a Fuzzy Logic-based IDS (FLIDS) technique for the Detection of Different Types of Jamming Attacks in IoT Networks.
Proceedings of the 21st Mediterranean Communication and Computer Networking Conference, 2023
Metacities Excellence Hub: Exploiting Digital Twins and Metaverse Technologies in South-Eastern Europe.
Proceedings of the IEEE International Smart Cities Conference, 2023
Motivating an Agent-based Distributed AI Framework for Renewable Integration: Power Balancing.
Proceedings of the International Conference on Consumer Electronics - Taiwan, 2023
Dual-Step Transfer Learning-Based Prediction Model for Next-Generation Intelligent Cellular Networks.
Proceedings of the IEEE International Conference on Communications, 2023
Proceedings of the IEEE Globecom Workshops 2023, 2023
2022
A security protocol for D2D communications in 5G networks using elliptic curve cryptography.
Int. J. Inf. Sec., 2022
Comput. Networks, 2022
Comput. Networks, 2022
IEEE Access, 2022
Proceedings of the 20th Mediterranean Communication and Computer Networking Conference, 2022
2021
5G D2D Transmission Mode Selection Performance & Cluster Limits Evaluation of Distributed Artificial Intelligence and Machine Learning Techniques.
CoRR, 2021
Proceedings of the 11th IFIP International Conference on New Technologies, 2021
2020
IEEE Syst. J., 2020