Hussein A. Abbass

ORCID

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 165

Top Venues

CoRR

IEEE Comput. Intell. Mag.

SSCI

IJCNN

Queensland University of Technology, Brisbane, QLD, Australia (PHD)

Education History

Queensland University of Technology, Brisbane, QLD, Australia

PHD

Publications

Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation. SMC (2023)
Hussein A. Abbass
Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an Example. IEEE Trans. Artif. Intell. 4 (3) (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (4) (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (2) (2023)
Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (2023)
Hung The Nguyen, Aya Hussein, Matthew A. Garratt, Hussein A. Abbass
Swarm Metaverse for Multi-Level Autonomy Using Digital Twins. Sensors 23 (10) (2023)
Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts. Adapt. Behav. 31 (4) (2023)
Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
Effective Robotic Swarm Shepherding in the Presence of Obstacles. CEC (2023)
Duy Tung Nguyen, Hemant Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding. IJCNN (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (1) (2023)
Jing Liu, Hemant Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
Planning-assisted autonomous swarm shepherding with collision avoidance. CoRR (2023)
Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18 (3) (2023)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17 (3) (2022)
Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung Nguyen, Min Wang, Hussein A. Abbass
Characterization of Indicators for Adaptive Human-Swarm Teaming. Frontiers Robotics AI 9 (2022)
Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong
Lightweight Monocular Depth Estimation with an Edge Guided Network. CoRR (2022)
Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
Reinforcement Learning for Solving Communication Problems in Shepherding. SSCI (2022)
Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Latent Preserving Generative Adversarial Network for Imbalance Classification. ICIP (2022)
Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
Scalable Adversarial Online Continual Learning. ECML/PKDD (3) (2022)
Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass
Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning. AAMAS (2022)
Adam J. Hepworth, Aya Hussein, Darryn Reid, Hussein A. Abbass
Contextually Aware Intelligent Control Agents for Heterogeneous Swarms. CoRR (2022)
Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass
Onto4MAT: A Swarm Shepherding Ontology for Generalized Multiagent Teaming. IEEE Access 10 (2022)
Hussein A. Abbass
On The Role Of Modelling And Simulation For Artificial Intelligence. ECMS (2022)
Duy Tung Nguyen, Kathryn Kasmarik, Hussein A. Abbass
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-Guidance. CoRR (2022)
Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong
Lightweight Monocular Depth Estimation with an Edge Guided Network. ICARCV (2022)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17 (2) (2022)
Xuejie Liu, Kathryn Kasmarik, Hussein A. Abbass
Assessing Player Profiles of Achievement, Affiliation, and Power Motivation Using Electroencephalography. IEEE Trans. Syst. Man Cybern. Syst. 52 (6) (2022)
Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass
Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Latent Preserving Generative Adversarial Network for Imbalance classification. CoRR (2022)
Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Adam J. Hepworth, Aya Hussein, Darryn Reid, Hussein A. Abbass
Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts. CoRR (2022)
Heba El-Fiqi, Min Wang, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass
Weighted Gate Layer Autoencoders. IEEE Trans. Cybern. 52 (8) (2022)
Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Kay Chen Tan, Hussein A. Abbass
A survey, taxonomy and progress evaluation of three decades of swarm optimisation. Artif. Intell. Rev. 55 (5) (2022)
Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning. Expert Syst. Appl. 196 (2022)
Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17 (1) (2022)
Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Multi-operator continuous ant colony optimisation for real world problems. Swarm Evol. Comput. 69 (2022)
Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass
Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming. CoRR (2022)
Aya Hussein, Sondoss Elsawah, Eleni Petraki, Hussein A. Abbass
A machine education approach to swarm decision-making in best-of-n problems. Swarm Intell. 16 (1) (2022)
Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Does Adversarial Oversampling Help us? CIKM (2021)
Essam Soliman Debie, Hemant K. Singh, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass
A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty. SMC (2021)
Adam J. Hepworth, Daniel P. Baxter, Aya Hussein, Kate J. Yaxley, Essam Soliman Debie, Hussein A. Abbass
Human-Swarm-Teaming Transparency and Trust Architecture. IEEE CAA J. Autom. Sinica 8 (7) (2021)
Jacek Mandziuk, Hussein A. Abbass
Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]. IEEE Comput. Intell. Mag. 16 (4) (2021)
Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16 (3) (2021)
Tanmoy Dam, Nidhi Swami, Sreenatha G. Anavatti, Hussein A. Abbass
Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification. CoRR (2021)
Jing Liu, Aya Hussein, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm. SSCI (2021)
Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass
Improving ClusterGAN Using Self-AugmentedInformation Maximization of Disentangling LatentSpaces. CoRR (2021)
Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
Does Adversarial Oversampling Help us? CoRR (2021)
Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass
Deep Learning For Noisy Communication System. ITNAC (2021)
Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass
Embedding-based Detection and Extraction of Research Topics from Academic Documents Using Deep Clustering. J. Data Inf. Sci. 6 (3) (2021)
Benjamin Campbell, Heba El-Fiqi, Robert A. Hunjet, Hussein A. Abbass
Distributed Multi-agent Shepherding with Consensus. ICSI (2) (2021)
Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
A Graph-based Approach for Shepherding Swarms with Limited Sensing Range. CEC (2021)
Min Wang, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass
On the channel density of EEG signals for reliable biometric recognition. Pattern Recognit. Lett. 147 (2021)
Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16 (2) (2021)
Hussein A. Abbass
Editorial: What is Artificial Intelligence? IEEE Trans. Artif. Intell. 2 (2) (2021)
Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16 (4) (2021)
Finlay McCall, Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass
Towards a systematic educational framework for human-machine teaming. TALE (2021)
Jacob Simpson, Rudolph Oosthuizen, Sondoss El Sawah, Hussein A. Abbass
Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control. CoRR (2021)
Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation. CoRR (2021)
Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey. CoRR (2021)
Essam Soliman Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matt Garratt, Hussein A. Abbass
Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review. IEEE Trans. Cybern. 51 (3) (2021)
Haibo He, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16 (1) (2021)
Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet
Machine Education: Designing semantically ordered and ontologically guided modular neural networks. CoRR (2020)
Nathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass
A Comprehensive Review of Shepherding as a Bio-Inspired Swarm-Robotics Guidance Approach. IEEE Trans. Emerg. Top. Comput. Intell. 4 (4) (2020)
Tung D. Nguyen, Kathryn E. Kasmarik, Hussein A. Abbass
Towards Interpretable Deep Neural Networks: An Exact Transformation to Multi-Class Multivariate Decision Trees. CoRR (2020)
Adam J. Hepworth, Kate J. Yaxley, Daniel P. Baxter, Keith F. Joiner, Hussein A. Abbass
Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures. SSCI (2020)
Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance. SSCI (2020)
Min Wang, Jiankun Hu, Hussein A. Abbass
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs. Pattern Recognit. 105 (2020)
Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass
A Framework for Understanding the Dynamics of Science: A Case Study on AI. EUSPN/ICTH (2020)
Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass
A preliminary study towards an improved shepherding model. GECCO Companion (2020)
Hussein A. Abbass
Editorial: Artificial Intelligence: A New Transactions. IEEE Trans. Artif. Intell. 1 (1) (2020)
Hung The Nguyen, Tung Nguyen, Vu Phi Tran, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass
Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding. CoRR (2020)
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
Swarm Collective Wisdom: A Fuzzy-Based Consensus Approach for Evaluating Agents Confidence in Global States. FUZZ-IEEE (2020)
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models. HICSS (2020)
Tung Nguyen, Jing Liu, Hung Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. IJCNN (2020)
Saber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert A. Hunjet, Hussein A. Abbass
Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution. CoRR (2020)
Aya Hussein, Sondoss Elsawah, Hussein A. Abbass
Trust Mediating Reliability-Reliance Relationship in Supervisory Control of Human-Swarm Interactions. Hum. Factors 62 (8) (2020)
Saber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert A. Hunjet, Hussein A. Abbass
Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution. SSCI (2020)
Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass
The Limits of Reactive Shepherding Approaches for Swarm Guidance. IEEE Access 8 (2020)
Tung D. Nguyen, Kathryn E. Kasmarik, Hussein A. Abbass
Q-Learning with Differential Entropy of Q-Tables. CoRR (2020)
Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance. CoRR (2020)
Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass
Document Clustering and Labeling for Research Trend Extraction and Evolution Mapping. EEKE@JCDL (2020)
Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki
Punishing Untrustworthiness and Free Riders to Maintain Cooperation in Multi-agent Social Dilemmas Using Fuzzy Logic. ICCAE (2019)
Alexander Gee, Hussein A. Abbass
Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. IJCNN (2019)
Hayden Wade, Hussein A. Abbass
Cyber-Shepherd: A Smartphone-based Game for Human and Autonomous Swarm Control. SMC (2019)
Nicholas R. Clayton, Hussein A. Abbass
Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. CEC (2019)
Min Wang, Heba El-Fiqi, Jiankun Hu, Hussein A. Abbass
Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States. IEEE Trans. Inf. Forensics Secur. 14 (12) (2019)
Min Wang, Jiankun Hu, Hussein A. Abbass
Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity. Aust. J. Intell. Inf. Process. Syst. 15 (3) (2019)
Alexander Gee, Hussein A. Abbass
Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. CoRR (2019)
Raul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming. ICONIP (4) (2019)
Manuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass
-player trust game dynamics. Commun. Nonlinear Sci. Numer. Simul. 79 (2019)
Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet
Machine Education: Designing semantically ordered and ontologically guided modular neural networks. SSCI (2019)
Nathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass
A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach. CoRR (2019)
Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task. SSCI (2019)
Hussein A. Abbass
Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy Trust. Cogn. Comput. 11 (2) (2019)
Raul Fernandez Rojas, Anthony Perry, Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey. IEEE Access 7 (2019)
Nicholas R. Clayton, Hussein A. Abbass
Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. CoRR (2019)
Jiangjun Tang, Hussein A. Abbass, Sameer Alam
An Airspace Collision Risk Simulator for Safety Assessment. WSC (2019)
Hung The Nguyen, Tung D. Nguyen, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass
A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms. ICONIP (1) (2019)
Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning. SSCI (2019)
Heba El-Fiqi, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass
Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery. IJCNN (2019)

Hussein A. Abbass.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Hussein A. Abbass