Iacovos Ioannou - Publications, H-index & Citations

Iacovos Ioannou

neapolis university pafos

13H指数

110论文数

530被引数

收录论文 37

发表时间

Enhanced Vehicular Edge Offloading through SLA-Based Deep Reinforcement Learning and Risk-Aware Bandits 基于服务水平协议的深度强化学习和风险感知赌博机的车载边缘卸载增强

IEEE Transactions on Network and Service Management

IF5.4

2026-10-12

PREAI

Michael Georgiades; Iacovos Ioannou; Hasan Islam; Ferheen Ayaz; Yun Hou; Kin-Hon Ho

Distributed Artificial Intelligence for Agentic Intent-Based Networking in Mobile Networks 分布式人工智能在移动网络中面向智能体意图的组网

Future Internet

IF3.6

2026-10-01

OAAI

Iacovos Ioannou; Susanne Naegele-Jackson; Sonja Filiposka; Vincent Burkard; Michael Georgiades; Michael Mackay; Vasos Vassiliou

The Cognitive Power Mini-Grid with Distributed AI, Semantic Control and Agentic Autonomy: Concepts, Applications, Challenges and Future Directions 认知能力微电网与分布式人工智能、语义控制和代理自主性：概念、应用、挑战和未来方向

Energies

IF3.2

2026-09-19

OAAI

Iacovos Ioannou; Saher Javaid

Quantum-Assisted Cross-Layer Intrusion Detection and Distributed-AI-Driven (QSec-DAI) Active Attribution of Insider and Man-in-the-Middle Attacks in Cooperative Sensing

Electronics

IF2.6

2026-08-15

OAAI

Iacovos Ioannou; Michael Georgiades

Coordinated State-of-Charge Balancing and Energy Management for a DC Microgrid Under Dynamic Renewable Conditions 动态可再生能源条件下直流微电网的状态荷电平衡与能量管理

Energies

IF3.2

2026-08-05

OAAI

Muhammad Sadiq; Saher Javaid; Iacovos I. Ioannou; Yuto Lim; Yasuo Tan

Interpretable XAI Pipeline for Colorectal Cancer Survival Prognosis on a Calibrated Synthetic Multimodal Cohort: A Methodological Framework Demonstration with Four Named Artifacts, a Provenance–Stress Negative-Control Audit and a TCGA-COADREAD External Check 基于校准合成多模态队列的结直肠癌生存预后可解释XAI流水线：一种包含四个命名人工制品、来源-压力负控审计和TCGA-COADREAD外部验证的方法学框架演示

Machine Learning and Knowledge Extraction

IF6

2026-08-05

OAAI

Iacovos Ioannou; G. S. Pradeep Ghantasala; Thrilok Kolla; Pellakuri Vidyullatha; Vasos Vassiliou

Mobile edge computing assisted NTN-IoT systems with 6G technologies for LEO: A distributed artificial intelligence integration perspective 基于6G技术的低轨卫星移动边缘计算辅助NTN-IoT系统：分布式人工智能集成视角

Pervasive and Mobile Computing

IF3.5

2026-08-01

PREAI

Sittakul, Vitawat; Ioannou, Iacovos; Nagaradjane, Prabagarane; Puwaphat, Ritthiwut; Vassiliou, Vasos

Latency-aware, energy-efficient offloading in IoT edge-fog systems with risk-regularised DNN-PPO under strict SLA constraints 面向延迟感知和能量高效的物联网边缘-雾系统风险正则化DNN-PPO下的卸载策略严格SLA约束

Computer Communications

IF4.3

2026-06-01

PREAI

Ioannou, Iacovos; Georgiades, Michael; Psomas, Constantinos; Nagaradjane, Prabagarane; Gregoriades, Andreas; Vassiliou, Vasos

Adaptive active-defense hardening of ML-based NIDS against RL-driven adversaries: A comparative analysis with static defenses 基于ML的NIDS针对RL驱动的对手的适应性主动防御加固：与静态防御的比较分析

Journal of Information Security and Applications

IF3.7

2026-05-09

PREAI

Iacovos Ioannou; Christophoros Christophorou; Andreas Andreou; Marios Raspopoulos; Constandinos Mavromoustakis; Vasos Vassiliou; Fabrizio Granelli

PhysGTT: A Physics-Guided Self-Supervised Graph Temporal Transformer for Forecasting Electricity Inconsistencies in Mini-Grids PhysGTT：一种基于物理的自监督图时空转换器，用于预测微电网中的电力不一致性

Energies

IF3.2

2026-05-08

OAAI

Iacovos I. Ioannou; Saher Javaid; Minella Bezha; Yasuo Tan; Naoto Nagaoka; Vasos Vassiliou

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 一种用于大规模MIMO系统中误码率预测和波束角度优化的耦合多阶段混合框架：结合经典回归与耦合深度学习方法

Network

IF3.1

2026-05-01

PREAI

Ioannou, Iacovos; Georgiades, Michael; Nagaradjane, Prabagarane; Khalifeh, Ala; Christophorou, Christophoros; Raspopoulos, Marios; Vassiliou, Vasos

Gradient-informed MBO with constraint-aware graph refinement network for privacy-preserving federated mask R-CNN segmentation (GIMBO-CAGRN-FL)梯度感知MBO与约束感知图细化网络相结合的隐私保护联邦Mask R-CNN分割（GIMBO-CAGRN-FL）

Expert Systems with Applications

IF7.5

2026-03-27

PREAI

Pellakuri Vidyullatha; Iacovos Ioannou; G.S. Pradeep Ghantasala; Vasos Vassiliou; Boddu Sekhar Babu

A Novel Two-Stage Distributed Radio Resource Allocation Framework Using Deep Machine Learning in 6G Cell-Free Dynamic Communication Networks 一种基于深度机器学习的6G无小区动态通信网络的新型两阶段分布式无线资源分配框架

Computer Networks

IF4.6

2026-03-14

PREAI

Iacovos Ioannou; Gusan Mufti; Christophoros Christophorou; Charalambos Klitis; Vasos Vassiliou; Christos Verikoukis

Joint channel and spreading factor selection algorithm for LoRaWAN IoT-based networks 基于LoRaWAN物联网网络的联合信道和扩频因子选择算法

Simulation Modelling Practice and Theory

IF4.6

2026-03-12

PREAI

Ala’ Khalifeh; Shefaa Shraideh; Iacovos Ioannou; Prabagarane Nagaradjane; Khalid A. Darabkh

Generative Adversarial Networks for Energy-Aware IoT Intrusion Detection: Comprehensive Benchmark Analysis of GAN Architectures with Accuracy-per-Joule Evaluation 基于生成对抗网络的能量感知物联网入侵检测：GAN架构的全面基准分析及准确率-焦耳评估

Sensors

IF3.5

2026-03-04

OAAI

Iacovos Ioannou; Vasos Vassiliou

A Multilayered Framework for Adaptive and Optimized Real-Time Data Processing in Edge–Fog IoT Environments 边缘-雾物联网环境中自适应和优化实时数据处理的分层框架

IEEE Internet of Things Journal

IF8.9

2026-03-04

PREAI

G. S. Pradeep Ghantasala; Iacovos I. Ioannou; Thrilok Kolla; Pellakuri Vidyullatha; Vijayalakshmi Nanjappan; Savva Michalis; Vasos Vassiliou

Relay Performance in D2D Communications Overlaying Multi-Antenna Cellular Networks 多天线蜂窝网络覆盖下D2D通信中的中继性能

IEEE Open Journal of the Communications Society

IF6.1

2026-03-03

OAAI

Sutanu Ghosh; Iacovos I. Ioannou; Santi P. Maity; Prabagarane Nagaradjane; Vasos Vassiliou

Adaptive Multi-Stage Hybrid Localization for RIS-Aided 6G Indoor Positioning Systems: Combining Fingerprinting and Geometric Methods with Condition-Aware Fusion 用于RIS辅助6G室内定位系统的自适应多阶段混合定位：结合指纹匹配与几何方法的条件感知融合

Sensors

IF3.5

2026-02-08

OAAI

Iacovos Ioannou; Vasos Vassiliou; Marios Raspopoulos

A self-supervised hybrid CNN with uncertainty-aware referral for diabetic retinopathy screening 一种具有不确定性感知转诊的自监督混合CNN用于糖尿病视网膜病变筛查

Biomedical Signal Processing and Control

IF4.9

2026-01-13

OAAI

Neelapala Anil Kumar; D. Madhusudan; Iacovos Ioannou; G.S. Pradeep Ghantasala; Vasos Vassiliou

Mitigating Energy Losses Under Incremental Load Variations in Distributed Power-Flow Systems While Ensuring User Comfort 在分布式功率流系统中，通过增量负载变化降低能量损耗的同时确保用户舒适度

Energies 2025, Vol. 18, Page 5716

IF3.2

2025-10-31

OAAI

Sadiq Muhammad; Saher Javaid; Iacovos Ioannou; Yuto Lim; Yasuo Tan

研究方向