Aya Hussein

According to our database, Aya Hussein authored at least 20 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts.

Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass

Adapt. Behav., August, 2023

Swarm Metaverse for Multi-Level Autonomy Using Digital Twins.

Hung The Nguyen, Aya Hussein, Matthew A. Garratt, Hussein A. Abbass

Sensors, 2023

Interpretation of Neural Network Players for a Generalized Divide the Dollar Game Using SHAP Values.

Garrison W. Greenwood, Hussein A. Abbass, Aya Hussein

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

LiDAR Inpainting of UAV Based 3D Point Cloud Using Supervised Learning.

Muhammad Talha, Aya Hussein, Mohammed Hossny

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

Non-stationarity Detection in Model-Free Reinforcement Learning via Value Function Monitoring.

Maryem Hussein, Marwa Keshk, Aya Hussein

Proceedings of the AI 2023: Advances in Artificial Intelligence, 2023

2022

A machine education approach to swarm decision-making in best-of-n problems.

Aya Hussein, Sondoss Elsawah, Eleni Petraki, Hussein A. Abbass

Swarm Intell., 2022

Characterization of Indicators for Adaptive Human-Swarm Teaming.

Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass

Frontiers Robotics AI, 2022

Contextually Aware Intelligent Control Agents for Heterogeneous Swarms.

Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass

CoRR, 2022

Developing Decentralised Resilience to Malicious Influence in Collective Perception Problem.

Chris Wise, Aya Hussein, Heba El-Fiqi

CoRR, 2022

Autonomous UAV Navigation in Wilderness Search-and-Rescue Operations Using Deep Reinforcement Learning.

Muhammad Talha, Aya Hussein, Mohammed Hossny

Proceedings of the AI 2022: Advances in Artificial Intelligence, 2022

Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning.

Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021

Human-Swarm-Teaming Transparency and Trust Architecture.

Adam J. Hepworth, Daniel P. Baxter, Aya Hussein, Kate J. Yaxley, Essam Soliman Debie, Hussein A. Abbass

IEEE CAA J. Autom. Sinica, 2021

Towards a systematic educational framework for human-machine teaming.

Finlay McCall, Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass

Proceedings of the 2021 IEEE International Conference on Engineering, 2021

UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm.

Jing Liu, Aya Hussein, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

2020

Trust Mediating Reliability-Reliance Relationship in Supervisory Control of Human-Swarm Interactions.

Aya Hussein, Sondoss Elsawah, Hussein A. Abbass

Hum. Factors, 2020

Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models.

Aya Hussein, Sondoss Elsawah, Hussein A. Abbass

Proceedings of the 53rd Hawaii International Conference on System Sciences, 2020

Swarm Collective Wisdom: A Fuzzy-Based Consensus Approach for Evaluating Agents Confidence in Global States.

Aya Hussein, Sondoss Elsawah, Hussein A. Abbass

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

2018

Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges.

Aya Hussein, Hussein A. Abbass

CoRR, 2018

Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey.

Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass

CoRR, 2018

EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction.

Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018