| 2024 | VECoS | Team Design Patterns for Meaningful Human Control in Responsible Military Artificial Intelligence. | Jurriaan van Diggelen, Christine Boshuijzen-van Burken, Hussein A. Abbass |
| 2023 | CEC | Effective Robotic Swarm Shepherding in the Presence of Obstacles. | Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass |
| 2023 | IJCNN | Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding. | Duy Tung Nguyen, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass |
| 2023 | SMC | Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation. | Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass |
| 2022 | ECMS | On The Role Of Modelling And Simulation For Artificial Intelligence. | Hussein A. Abbass |
| 2022 | ICARCV | Lightweight Monocular Depth Estimation with an Edge Guided Network. | Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong |
| 2022 | ICIP | Latent Preserving Generative Adversarial Network for Imbalance Classification. | Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass |
| 2021 | CEC | A Graph-based Approach for Shepherding Swarms with Limited Sensing Range. | Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass |
| 2021 | CIKM | Does Adversarial Oversampling Help us? | Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass |
| 2021 | ITNAC | Deep Learning For Noisy Communication System. | Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass |
| 2021 | SMC | A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty. | Essam Soliman Debie, Hemant K. Singh, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass |
| 2020 | EUSPN | A Framework for Understanding the Dynamics of Science: A Case Study on AI. | Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass |
| 2020 | GECCO | A preliminary study towards an improved shepherding model. | Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass |
| 2020 | IJCNN | Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. | Tung Nguyen, Jing Liu, Hung The Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass |
| 2019 | CEC | Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. | Nicholas R. Clayton, Hussein A. Abbass |
| 2019 | CEC | Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach. | Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass |
| 2019 | ICONIP | A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms. | Hung The Nguyen, Tung D. Nguyen, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass |
| 2019 | ICONIP | Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming. | Raul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass |
| 2019 | IJCNN | Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery. | Heba El-Fiqi, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass |
| 2019 | IJCNN | Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. | Alexander Gee, Hussein A. Abbass |
| 2019 | SMC | Cyber-Shepherd: A Smartphone-based Game for Human and Autonomous Swarm Control. | Hayden Wade, Hussein A. Abbass |
| 2019 | WSC | An Airspace Collision Risk Simulator for Safety Assessment. | Jiangjun Tang, Hussein A. Abbass, Sameer Alam |
| 2018 | IJCNN | Apprenticeship Bootstrapping. | Hung The Nguyen, Matthew Garratt, Hussein A. Abbass |
| 2018 | IJCNN | Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation Control. | Tung Nguyen, Hung The Nguyen, Essam Soliman Debie, Kathryn Kasmarik, Matthew Garratt, Hussein A. Abbass |
| 2018 | SMC | Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential. | Heba El-Fiqi, Min Wang, Nima Salimi, Kathryn Kasmarik, Michael Barlow, Hussein A. Abbass |
| 2017 | IJCAI | Multi-Task Deep Reinforcement Learning for Continuous Action Control. | Zhaoyang Yang, Kathryn E. Merrick, Hussein A. Abbass, Lianwen Jin |
| 2016 | CEC | Hybrid knowledge-based evolutionary many-objective optimization. | Bin Zhang, Kamran Shafi, Hussein A. Abbass |
| 2016 | IJCNN | Multiway analysis of EEG artifacts based on Block Term Decomposition. | Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang |
| 2016 | PST | Continuous authentication using EEG and face images for trusted autonomous systems. | Min Wang, Hussein A. Abbass, Jiankun Hu |
| 2015 | CEC | Evolutionary Big Optimization (BigOpt) of Signals. | Sim Kuan Goh, Kay Chen Tan, Abdullah Al Mamun, Hussein A. Abbass |
| 2015 | ICONIP | A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques. | Ahmed Al-Ani, Ganesh R. Naik, Hussein A. Abbass |
| 2014 | CEC | Online knowledge-based evolutionary multi-objective optimization. | Bin Zhang, Kamran Shafi, Hussein A. Abbass |
| 2014 | CEC | Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution. | Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby, Hussein A. Abbass |
| 2014 | CEC | Online generation of trajectories for autonomous vehicles using a multi-agent system. | Garrison W. Greenwood, Saber M. Elsayed, Ruhul A. Sarker, Hussein A. Abbass |
| 2014 | CEC | Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines. | Jiangjun Tang, Hussein A. Abbass |
| 2014 | ICONIP | Calibrating Independent Component Analysis with Laplacian Reference for Real-Time EEG Artifact Removal. | Hussein A. Abbass |
| 2014 | ICONIP | Artifact Removal from EEG Using a Multi-objective Independent Component Analysis Model. | Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun |
| 2014 | ICONIP | On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku. | George Leu, Jiangjun Tang, Hussein A. Abbass |
| 2013 | CEC | Distributing cognitive resources in one-against-many strategy games. | Ayman Ghoneim, Garrison W. Greenwood, Hussein A. Abbass |
| 2012 | CEC | 2012 IEEE Congress on Evolutionary Computation. | Hussein A. Abbass, Daryl Essam, Ruhul A. Sarker |
| 2012 | CEC | What can make an airspace unsafe? characterizing collision risk using multi-objective optimization. | Sameer Alam, Chris Lokan, Hussein A. Abbass |
| 2012 | CEC | An expressive GL-2 grammar for representing story-like scenarios. | Vinh Bui, Axel Bender, Hussein A. Abbass |
| 2012 | CEC | A multi-objective evolutionary method for Dynamic Airspace Re-sectorization using sectors clipping and similarities. | Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass |
| 2012 | CEC | Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling. | Jian Xiong, Kamran Shafi, Hussein A. Abbass |
| 2012 | ICONIP | A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces. | William M. Mount, Deborah C. Tucek, Hussein A. Abbass |
| 2012 | ICONIP | Psychophysiological Evaluation of Task Complexity and Cognitive Performance in a Human Computer Interface Experiment. | William M. Mount, Deborah C. Tucek, Hussein A. Abbass |
| 2012 | ICONIP | Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving. | Shen Ren, Michael Barlow, Hussein A. Abbass |
| 2012 | ICONIP | Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces. | Deborah C. Tucek, William M. Mount, Hussein A. Abbass |
| 2011 | AusDM | Mining Big Data Streams: The Fallacy of Blind Correlation and the Importance of Models. | Hussein A. Abbass |
| 2011 | CEC | A grid-based heuristic for two-dimensional packing problems. | Lam Thu Bui, Stephen Baker, Axel Bender, Hussein A. Abbass, Michael Barlow, Ruhul A. Sarker |
| 2011 | CEC | An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling. | Jian Xiong, Yingwu Chen, Jing Liu, Hussein A. Abbass |
| 2011 | CogSIMA | Competency awareness in strategic decision making. | Amr S. Ghoneim, Daryl Leslie Essam, Hussein A. Abbass |
| 2011 | GECCO | Fleet estimation for defence logistics using a multi-objective learning classifier system. | Kamran Shafi, Axel Bender, Hussein A. Abbass |
| 2010 | CEC | Learning synchronization in networked complex systems using genetic algorithms. | Shane Boulden, Antony W. Iorio, Hussein A. Abbass |
| 2010 | CEC | Evolving stories: Grammar evolution for automatic plot generation. | Vinh Bui, Hussein A. Abbass, Axel Bender |
| 2010 | CEC | Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems. | Md. Murad Hossain, Hussein A. Abbass, Chris Lokan, Sameer Alam |
| 2010 | CEC | Separated and overlapping community detection in complex networks using multiobjective Evolutionary Algorithms. | Jing Liu, Weicai Zhong, Hussein A. Abbass, David G. Green |
| 2010 | CEC | A Pittsburgh Multi-Objective Classifier for user preferred trajectories and flight navigation. | Viet Van Pham, Lam Thu Bui, Sameer Alam, Chris Lokan, Hussein A. Abbass |
| 2010 | CEC | Evolutionary dynamics of interdependent exogenous risks. | Kamran Shafi, Axel Bender, Hussein A. Abbass |
| 2010 | CEC | A multi-objective risk-based approach for airlift task scheduling using stochastic bin packing. | Wenjing Zhao, Jing Liu, Hussein A. Abbass, Axel Bender |
| 2009 | CEC | The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies. | Sameer Alam, Jianjang Tang, Hussein A. Abbass, Chris Lokan |
| 2009 | CEC | On the role of information networks in logistics: An evolutionary approach with military scenarios. | Vinh Bui, Lam Thu Bui, Hussein A. Abbass, Axel Bender, Pradeep Ray |
| 2009 | CEC | A dominance-based stability measure for multi-objective evolutionary algorithms. | Lam Thu Bui, Slawomir Wesolkowski, Axel Bender, Hussein A. Abbass, Michael Barlow |
| 2009 | CEC | A hierarchical conflict resolution method for multi-agent path planning. | Kuang-Yuan Chen, Peter A. Lindsay, Peter J. Robinson, Hussein A. Abbass |
| 2009 | GECCO | Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations. | Jiangjun Tang, Sameer Alam, Hussein A. Abbass, Chris Lokan |
| 2008 | CEC | Performance analysis of elitism in multi-objective ant colony optimization algorithms. | Lam Thu Bui, James M. Whitacre, Hussein A. Abbass |
| 2008 | GECCO | Computational scenario-based capability planning. | Hussein A. Abbass, Axel Bender, Hai Huong Dam, Stephen Baker, James M. Whitacre, Ruhul A. Sarker |
| 2008 | GECCO | Strategic positioning in tactical scenario planning. | James M. Whitacre, Hussein A. Abbass, Ruhul A. Sarker, Axel Bender, Stephen Baker |
| 2007 | CEC | The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games. | Ayman Ghoneim, Hussein A. Abbass, Michael Barlow |
| 2007 | CEC | Investigating alliance dynamics using a co-evolutionary iterated prisoner's dilemma with an exit option. | Ayman Ghoneim, Hussein A. Abbass, Michael Barlow |
| 2007 | CEC | A new local search algorithm for continuous spaces based on army ant swarm raids. | Garrison W. Greenwood, Hussein A. Abbass |
| 2007 | CEC | Real time signature extraction from a supervised classifier system. | Kamran Shafi, Hussein A. Abbass, Weiping Zhu |
| 2007 | CEC | The effect of a stochastic step length on the performance of the differential evolution algorithm. | Omar S. Soliman, Lam Thu Bui, Hussein A. Abbass |
| 2006 | CEC | Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach. | Chi Keong Goh, Hanyang Quek, Kay Chen Tan, Hussein A. Abbass |
| 2005 | CEC | Multiobjective optimization for dynamic environments. | Lam Thu Bui, Hussein A. Abbass, Jrgen Branke |
| 2005 | CEC | The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments. | Hai Huong Dam, Hussein A. Abbass, Chris Lokan |
| 2005 | GECCO | Fitness inheritance for noisy evolutionary multi-objective optimization. | Lam Thu Bui, Hussein A. Abbass, Daryl Essam |
| 2005 | GECCO | Diversity as a selection pressure in dynamic environments. | Lam Thu Bui, Jrgen Branke, Hussein A. Abbass |
| 2005 | GECCO | DXCS: an XCS system for distributed data mining. | Hai Huong Dam, Hussein A. Abbass, Chris Lokan |
| 2005 | GECCO | Be real! XCS with continuous-valued inputs. | Hai Huong Dam, Hussein A. Abbass, Chris Lokan |
| 2005 | GECCO | Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach. | Michelle McPartland, Stefano Nolfi, Hussein A. Abbass |
| 2005 | GECCO | Sub-structural niching in estimation of distribution algorithms. | Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson |
| 2005 | GECCO | Evolving agents for network centric warfare. | Ang Yang, Hussein A. Abbass, Ruhul A. Sarker |
| 2005 | KES | WISDOM-II: A Network Centric Model for Warfare. | Ang Yang, Hussein A. Abbass, Ruhul A. Sarker |
| 2004 | CEC | Grammar model-based program evolution. | Yin Shan, Robert I. McKay, Rohan Baxter, Hussein A. Abbass, Daryl Essam, Nguyen Xuan Hoai |
| 2004 | EUROGP | Toward an Alternative Comparison between Different Genetic Programming Systems. | Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass |
| 2004 | PPSN | An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction. | Hussein A. Abbass |
| 2003 | CEC | Pareto neuro-evolution: constructing ensemble of neural networks using multi-objective optimization. | Hussein A. Abbass |
| 2003 | CEC | The discrete gradient evolutionary strategy method for global optimization. | Hussein A. Abbass, Adil M. Bagirov, Jiapu Zhang |
| 2003 | CEC | Improving genetic classifiers with a boosting algorithm. | Bo Liu, Bob McKay, Hussein A. Abbass |
| 2003 | CEC | Program evolution with explicit learning. | Yin Shan, Robert I. McKay, Hussein A. Abbass, Daryl Essam |
| 2003 | CEC | Elucidating the benefits of a self-adaptive Pareto EMO approach for evolving legged locomotion in artificial creatures. | Jason Teo, Hussein A. Abbass |
| 2003 | EMO | Searching under Multi-evolutionary Pressures. | Hussein A. Abbass, Kalyanmoy Deb |
| 2003 | EUROGP | Tree Adjoining Grammars, Language Bias, and Genetic Programming. | Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass |
| 2003 | GECCO | Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots? | Jason Teo, Hussein A. Abbass |
| 2003 | GECCO | Multi-objectivity as a Tool for Constructing Hierarchical Complexity. | Jason Teo, Minh Ha Nguyen, Hussein A. Abbass |
| 2003 | HIS | Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks. | Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay |
| 2002 | CEC | The self-adaptive Pareto differential evolution algorithm. | Hussein A. Abbass |
| 2002 | CEC | AntTAG: a new method to compose computer programs using colonies of ants. | Hussein A. Abbass, Nguyen Xuan Hoai, Robert I. McKay |
| 2001 | CEC | MBO: marriage in honey bees optimization-a Haplometrosis polygynous swarming approach. | Hussein A. Abbass |
| 2001 | CEC | PDE: a Pareto-frontier differential evolution approach for multi-objective optimization problems. | Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton |
| 1999 | IDA | Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry. | Paula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn |