Aya Hussein

24 papers A 1B 2Misc 1Journal 13Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Swarm Imitation Learning From Observations.
IEEE Trans. Emerg. Top. Comput. Intell.
Aya Hussein, Eleni Petraki, Hussein A. Abbass
2024 B conf
Adversarial Patrolling Using a Shepherding Approach.
SMC
Jonathan Zhou, Heba El-Fiqi, Aya Hussein
2024 J jnl
Contextually aware intelligent control agents for heterogeneous swarms.
Swarm Intell.
Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
2023 — conf
Interpretation of Neural Network Players for a Generalized Divide the Dollar Game Using SHAP Values.
SSCI
Garrison W. Greenwood, Hussein A. Abbass, Aya Hussein
2023 — conf
LiDAR Inpainting of UAV Based 3D Point Cloud Using Supervised Learning.
AI (1)
Muhammad Talha, Aya Hussein, Mohammed Hossny
2023 — conf
Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring.
AI (2)
Maryem Hussein, Marwa Keshk, Aya Hussein
2023 J jnl
Swarm Metaverse for Multi-Level Autonomy Using Digital Twins.
Sensors
Hung The Nguyen, Aya Hussein, Matthew A. Garratt, Hussein A. Abbass
2023 J jnl
Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts.
Adapt. Behav.
Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
2022 J jnl
A machine education approach to swarm decision-making in best-of-n problems.
Swarm Intell.
Aya Hussein, Sondoss Elsawah, Eleni Petraki, Hussein A. Abbass
2022 A conf
Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning.
AAMAS
Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass
2022 Misc conf
Autonomous UAV Navigation in Wilderness Search-and-Rescue Operations Using Deep Reinforcement Learning.
AI
Muhammad Talha, Aya Hussein, Mohammed Hossny
2022 J jnl
Characterization of Indicators for Adaptive Human-Swarm Teaming.
Frontiers Robotics AI
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass
2022 J jnl
Contextually Aware Intelligent Control Agents for Heterogeneous Swarms.
CoRR
Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
2022 J jnl
Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem.
CoRR
Chris Wise, Aya Hussein, Heba El-Fiqi
2022 J jnl
Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts.
CoRR
Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
2021 J jnl
Human-Swarm-Teaming Transparency and Trust Architecture.
IEEE CAA J. Autom. Sinica
Adam J. Hepworth, Daniel P. Baxter, Aya Hussein, Kate J. Yaxley, Essam Soliman Debie, Hussein A. Abbass
2021 — conf
Towards a systematic educational framework for human-machine teaming.
TALE
Finlay McCall, Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass
2021 — conf
UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm.
SSCI
Jing Liu, Aya Hussein, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2020 B conf
Swarm Collective Wisdom: A Fuzzy-Based Consensus Approach for Evaluating Agents Confidence in Global States.
FUZZ-IEEE
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
2020 — conf
Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models.
HICSS
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
2020 J jnl
Trust Mediating Reliability-Reliance Relationship in Supervisory Control of Human-Swarm Interactions.
Hum. Factors
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
2018 — conf
EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction.
SSCI
Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass
2018 J jnl
Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges.
CoRR
Aya Hussein, Hussein A. Abbass
2018 J jnl
Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey.
CoRR
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass