Hussein A. Abbass

374 papers A* 1A 14B 68C 7Misc 4Journal 178Unranked 84

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Biologically Inspired Effectiveness Measures for Shepherding-Based guidance Systems. Adapt. Behav. Kate J. Yaxley, Keith F. Joiner, Hussein A. Abbass
2026	J	`jnl`	How the Graph Construction Technique Shapes Performance in IoT Botnet Detection. CoRR Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2026	J	`jnl`	Planning-Assisted Context-Sensitive Autonomous Shepherding of Dispersed Robotic Swarms in Obstacle-Cluttered Environments. IEEE Trans. Emerg. Top. Comput. Intell. Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2025	J	`jnl`	Are GNNs Worth the Effort for IoT Botnet Detection? A Comparative Study of VAE-GNN vs. ViT-MLP and VAE-MLP Approaches. CoRR Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	Enhancing IoT-Botnet Detection using Variational Auto-encoder and Cost-Sensitive Learning: A Deep Learning Approach for Imbalanced Datasets. CoRR Hassan Wasswa, Timothy Lynar, Hussein A. Abbass
2025	J	`jnl`	Graph Attention Neural Network for Botnet Detection: Evaluating Autoencoder, VAE and PCA-Based Dimension Reduction. CoRR Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	Latent space alignment for robust detection of IoT botnet attacks in non-stationary environments. Knowl. Based Syst. Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	ResDNViT: A hybrid architecture for Netflow-based attack detection using a residual dense network and Vision Transformer. Expert Syst. Appl. Hassan Wasswa, Hussein A. Abbass, Timothy Lynar
2025	J	`jnl`	Swarm Imitation Learning From Observations. IEEE Trans. Emerg. Top. Comput. Intell. Aya Hussein, Eleni Petraki, Hussein A. Abbass
2025	—	`conf`	SwarmChat: An LLM-Based, Context-Aware Multimodal Interaction System for Robotic Swarms. ICSI (1) Ettilla Mohiuddin Eumi, Hussein A. Abbass, Nadine Marcus
2024	J	`jnl`	A hierarchical mission planning system for multi-uncrewed ground vehicles using fast cost evaluation and ant colony optimisation. Inf. Sci. Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2024	J	`jnl`	A temporal ontology guided clustering methodology with a case study on detection and tracking of artificial intelligence topics. Expert Syst. Appl. Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass
2024	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Yiu-ming Cheung, Hussein A. Abbass
2024	J	`jnl`	Contextually aware intelligent control agents for heterogeneous swarms. Swarm Intell. Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass
2024	J	`jnl`	Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI). IEEE Trans. Artif. Intell. Hussein A. Abbass, Keeley A. Crockett, Jonathan M. Garibaldi, Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa
2024	J	`jnl`	Editorial: Future Directions in Artificial Intelligence Research. IEEE Trans. Artif. Intell. Hussein A. Abbass
2024	—	`conf`	Securing Young Minds: Analysing Primary Teachers' Perspectives and Practices in Cyber Safety. ACIS Shajoti Amin, Eleni Petraki, Heba El-Fiqi, Hussein A. Abbass
2024	—	`conf`	Team Design Patterns for Meaningful Human Control in Responsible Military Artificial Intelligence. AISoLA Jurriaan van Diggelen, Christine Boshuijzen-van Burken, Hussein A. Abbass
2023	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
2023	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
2023	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
2023	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass
2023	J	`jnl`	Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding. IEEE Trans. Emerg. Top. Comput. Intell. Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass
2023	B	`conf`	Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation. SMC Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2023	J	`jnl`	Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an Example. IEEE Trans. Artif. Intell. Hussein A. Abbass
2023	B	`conf`	Effective Robotic Swarm Shepherding in the Presence of Obstacles. CEC Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, 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	B	`conf`	Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding. IJCNN Duy Tung Nguyen, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2023	J	`jnl`	Planning-assisted autonomous swarm shepherding with collision avoidance. CoRR Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
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	J	`jnl`	A survey, taxonomy and progress evaluation of three decades of swarm optimisation. Artif. Intell. Rev. Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Kay Chen Tan, Hussein A. Abbass
2022	J	`jnl`	Assessing Player Profiles of Achievement, Affiliation, and Power Motivation Using Electroencephalography. IEEE Trans. Syst. Man Cybern. Syst. Xuejie Liu, Kathryn Kasmarik, 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	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
2022	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
2022	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass
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`	Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-Guidance. CoRR Duy Tung Nguyen, Kathryn Kasmarik, Hussein A. Abbass
2022	B	`conf`	Latent Preserving Generative Adversarial Network for Imbalance Classification. ICIP Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2022	J	`jnl`	Latent Preserving Generative Adversarial Network for Imbalance classification. CoRR Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2022	C	`conf`	Lightweight Monocular Depth Estimation with an Edge Guided Network. ICARCV Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong
2022	J	`jnl`	Lightweight Monocular Depth Estimation with an Edge Guided Network. CoRR Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong
2022	J	`jnl`	Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass
2022	J	`jnl`	MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation. IEEE Trans. Intell. Transp. Syst. Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
2022	J	`jnl`	Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning. Expert Syst. Appl. Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2022	J	`jnl`	Multi-operator continuous ant colony optimisation for real world problems. Swarm Evol. Comput. Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2022	C	`conf`	On The Role Of Modelling And Simulation For Artificial Intelligence. ECMS Hussein A. Abbass
2022	J	`jnl`	Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming. CoRR Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass
2022	J	`jnl`	Onto4MAT: A Swarm Shepherding Ontology for Generalized Multiagent Teaming. IEEE Access Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass
2022	—	`conf`	Reinforcement Learning for Solving Communication Problems in Shepherding. SSCI Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2022	—	`conf`	Scalable Adversarial Online Continual Learning. ECML/PKDD (3) Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
2022	J	`jnl`	Scalable Adversarial Online Continual Learning. CoRR Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass
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
2022	J	`jnl`	Towards Real-Time Monocular Depth Estimation for Robotics: A Survey. IEEE Trans. Intell. Transp. Syst. Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
2022	J	`jnl`	Weighted Gate Layer Autoencoders. IEEE Trans. Cybern. Heba El-Fiqi, Min Wang, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass
2021	B	`conf`	A Graph-based Approach for Shepherding Swarms with Limited Sensing Range. CEC Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2021	B	`conf`	A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty. SMC Essam Soliman Debie, Hemant K. Singh, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass
2021	J	`jnl`	Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control. CoRR Jacob Simpson, Rudolph Oosthuizen, Sondoss El Sawah, Hussein A. Abbass
2021	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Haibo He, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021	J	`jnl`	CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass
2021	J	`jnl`	Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]. IEEE Comput. Intell. Mag. Jacek Mandziuk, Hussein A. Abbass
2021	Misc	`conf`	Deep Learning For Noisy Communication System. ITNAC Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass
2021	—	`conf`	Distributed Multi-agent Shepherding with Consensus. ICSI (2) Benjamin Campbell, Heba El-Fiqi, Robert A. Hunjet, Hussein A. Abbass
2021	A	`conf`	Does Adversarial Oversampling Help us? CIKM Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2021	J	`jnl`	Does Adversarial Oversampling Help us? CoRR Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass
2021	J	`jnl`	Editorial: What is Artificial Intelligence? IEEE Trans. Artif. Intell. Hussein A. Abbass
2021	J	`jnl`	Embedding-based Detection and Extraction of Research Topics from Academic Documents Using Deep Clustering. J. Data Inf. Sci. Sahand Vahidnia, Alireza Abbasi, 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	J	`jnl`	Improving ClusterGAN Using Self-AugmentedInformation Maximization of Disentangling LatentSpaces. CoRR Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass
2021	J	`jnl`	MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation. CoRR Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass
2021	J	`jnl`	Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification. CoRR Tanmoy Dam, Nidhi Swami, Sreenatha G. Anavatti, Hussein A. Abbass
2021	J	`jnl`	Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review. IEEE Trans. Cybern. Essam Soliman Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matt Garratt, Hussein A. Abbass
2021	J	`jnl`	On the channel density of EEG signals for reliable biometric recognition. Pattern Recognit. Lett. Min Wang, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass
2021	J	`jnl`	Towards Real-Time Monocular Depth Estimation for Robotics: A Survey. CoRR Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, 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	J	`jnl`	A Comprehensive Review of Shepherding as a Bio-Inspired Swarm-Robotics Guidance Approach. IEEE Trans. Emerg. Top. Comput. Intell. Nathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass
2020	—	`conf`	A Framework for Understanding the Dynamics of Science: A Case Study on AI. EUSPN/ICTH Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass
2020	—	`conf`	A preliminary study towards an improved shepherding model. GECCO Companion Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass
2020	J	`jnl`	BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs. Pattern Recognit. Min Wang, Jiankun Hu, Hussein A. Abbass
2020	J	`jnl`	Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding. CoRR Hung The Nguyen, Tung Nguyen, Vu Phi Tran, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass
2020	—	`conf`	Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance. SSCI Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
2020	J	`jnl`	Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance. CoRR Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
2020	—	`conf`	Document Clustering and Labeling for Research Trend Extraction and Evolution Mapping. EEKE@JCDL Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass
2020	J	`jnl`	Editorial: Artificial Intelligence: A New Transactions. IEEE Trans. Artif. Intell. Hussein A. Abbass
2020	J	`jnl`	Machine Education: Designing semantically ordered and ontologically guided modular neural networks. CoRR Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet
2020	—	`conf`	Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution. SSCI Saber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert A. Hunjet, Hussein A. Abbass
2020	J	`jnl`	Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution. CoRR Saber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert A. Hunjet, Hussein A. Abbass
2020	B	`conf`	Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. IJCNN Tung Nguyen, Jing Liu, Hung The Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2020	J	`jnl`	Q-Learning with Differential Entropy of Q-Tables. CoRR Tung D. Nguyen, Kathryn E. Kasmarik, 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	J	`jnl`	The Limits of Reactive Shepherding Approaches for Swarm Guidance. IEEE Access Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass
2020	J	`jnl`	Towards Interpretable Deep Neural Networks: An Exact Transformation to Multi-Class Multivariate Decision Trees. CoRR Tung D. Nguyen, Kathryn E. Kasmarik, 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	—	`conf`	Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures. SSCI Adam J. Hepworth, Kate J. Yaxley, Daniel P. Baxter, Keith F. Joiner, 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
2019	J	`jnl`	A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach. CoRR Nathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass
2019	—	`conf`	A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms. ICONIP (1) Hung The Nguyen, Tung D. Nguyen, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass
2019	Misc	`conf`	An Airspace Collision Risk Simulator for Safety Assessment. WSC Jiangjun Tang, Hussein A. Abbass, Sameer Alam
2019	—	`conf`	Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task. SSCI Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
2019	—	`conf`	Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning. SSCI Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2019	J	`jnl`	Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey. IEEE Access Raul Fernandez Rojas, Anthony Perry, Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass
2019	J	`jnl`	Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States. IEEE Trans. Inf. Forensics Secur. Min Wang, Heba El-Fiqi, Jiankun Hu, Hussein A. Abbass
2019	B	`conf`	Cyber-Shepherd: A Smartphone-based Game for Human and Autonomous Swarm Control. SMC Hayden Wade, Hussein A. Abbass
2019	J	`jnl`	Effects of update rules on networked Commun. Nonlinear Sci. Numer. Simul. Manuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass
2019	—	`conf`	Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming. ICONIP (4) Raul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass
2019	B	`conf`	Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery. IJCNN Heba El-Fiqi, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass
2019	—	`conf`	Machine Education: Designing semantically ordered and ontologically guided modular neural networks. SSCI Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet
2019	B	`conf`	Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. CEC Nicholas R. Clayton, Hussein A. Abbass
2019	J	`jnl`	Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. CoRR Nicholas R. Clayton, Hussein A. Abbass
2019	B	`conf`	Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach. CEC Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass
2019	—	`conf`	Punishing Untrustworthiness and Free Riders to Maintain Cooperation in Multi-agent Social Dilemmas Using Fuzzy Logic. ICCAE Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki
2019	J	`jnl`	Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy Trust. Cogn. Comput. Hussein A. Abbass
2019	J	`jnl`	Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity. Aust. J. Intell. Inf. Process. Syst. Min Wang, Jiankun Hu, Hussein A. Abbass
2019	B	`conf`	Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. IJCNN Alexander Gee, Hussein A. Abbass
2019	J	`jnl`	Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. CoRR Alexander Gee, Hussein A. Abbass
2018	—	`conf`	A Critical Analysis of Punishment in Public Goods Games. CIG Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki
2018	J	`jnl`	A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents. CoRR George Leu, Hussein A. Abbass
2018	J	`jnl`	Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction. CoRR Hung The Nguyen, Vu Phi Tran, Tung Nguyen, Matthew Garratt, Kathryn Kasmarik, Michael Barlow, Sreenatha G. Anavatti, Hussein A. Abbass
2018	B	`conf`	Apprenticeship Bootstrapping. IJCNN Hung The Nguyen, Matthew Garratt, Hussein A. Abbass
2018	A	`conf`	Apprenticeship Bootstrapping: Inverse Reinforcement Learning in a Multi-Skill UAV-UGV Coordination Task. AAMAS Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
2018	J	`jnl`	Assessing Human Judgment of Computationally Generated Swarming Behavior. Frontiers Robotics AI John Harvey, Kathryn Elizabeth Merrick, Hussein A. Abbass
2018	J	`jnl`	Automatic estimation of differential evolution parameters using Hidden Markov Models. Evol. Intell. Marwa Keshk, Hemant K. Singh, Hussein A. Abbass
2018	J	`jnl`	Behavioral Learning of Aircraft Landing Sequencing Using a Society of Probabilistic Finite State Machines. CoRR Jiangjun Tang, Hussein A. Abbass
2018	J	`jnl`	Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition. CoRR George Leu, Hussein A. Abbass
2018	B	`conf`	Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential. SMC Heba El-Fiqi, Min Wang, Nima Salimi, Kathryn Kasmarik, Michael Barlow, Hussein A. Abbass
2018	J	`jnl`	Corrections to "Guest Editorial: Special Issue on Human-Machine Symbiosis". IEEE Trans. Emerg. Top. Comput. Intell. Hussein A. Abbass, Gary B. Fogel, Justin Fidock
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`	Guest Editorial: Special Issue on Human-Machine Symbiosis. IEEE Trans. Emerg. Top. Comput. Intell. Hussein A. Abbass, Gary B. Fogel, Justin Fidock
2018	J	`jnl`	Hierarchical Deep Reinforcement Learning for Continuous Action Control. IEEE Trans. Neural Networks Learn. Syst. Zhaoyang Yang, Kathryn E. Merrick, Lianwen Jin, Hussein A. Abbass
2018	J	`jnl`	Human-Guided Evolutionary Story Narration. IEEE Access Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass
2018	J	`jnl`	Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents. CoRR Hussein A. Abbass, John Harvey, Kate J. Yaxley
2018	J	`jnl`	Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges. CoRR Aya Hussein, Hussein A. Abbass
2018	B	`conf`	Multi-scale Weighted Inherent Fuzzy Entropy for EEG Biomarkers. FUZZ-IEEE Min Wang, Jiankun Hu, Hussein A. Abbass
2018	J	`jnl`	Networking the Boids Is More Robust Against Adversarial Learning. IEEE Trans. Netw. Sci. Eng. Jiangjun Tang, George Leu, Hussein A. Abbass
2018	J	`jnl`	Networking the Boids is More Robust Against Adversarial Learning. CoRR Jiangjun Tang, George Leu, Hussein A. Abbass
2018	J	`jnl`	On the role of working memory in trading-off skills and situation awareness in Sudoku. CoRR George Leu, Jiangjun Tang, Hussein A. Abbass
2018	J	`jnl`	Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-based Swarm Intelligence Model. CoRR Jiangjun Tang, Eleni Petraki, Hussein A. Abbass
2018	B	`conf`	Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation Control. IJCNN Tung Nguyen, Hung The Nguyen, Essam Soliman Debie, Kathryn Kasmarik, Matthew Garratt, Hussein A. Abbass
2018	J	`jnl`	Toward Electroencephalographic Profiling of Player Motivation: A Survey. IEEE Trans. Cogn. Dev. Syst. Xuejie Liu, Kathryn E. Merrick, 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
2018	J	`jnl`	When is altruistic punishment useful in social dilemmas? Biosyst. Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki
2017	J	`jnl`	A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization. IEEE Trans. Cybern. Sen Bong Gee, Kay Chen Tan, Hussein A. Abbass
2017	J	`jnl`	A Survey of Learning Classifier Systems in Games [Review Article]. IEEE Comput. Intell. Mag. Kamran Shafi, Hussein A. Abbass
2017	J	`jnl`	Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components. IEEE Trans. Emerg. Top. Comput. Intell. Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Chuanchu Wang, Cuntai Guan
2017	J	`jnl`	Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules. IEEE Trans. Neural Networks Learn. Syst. Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
2017	J	`jnl`	Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment. IEEE Trans. Emerg. Top. Comput. Intell. Shir Li Wang, Kamran Shafi, Theam Foo Ng, Chris Lokan, Hussein A. Abbass
2017	J	`jnl`	Effects of update rules on networked N-player trust game dynamics. CoRR Manuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass
2017	—	`conf`	Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social Dilemma. ACALCI Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki
2017	A*	`conf`	Multi-Task Deep Reinforcement Learning for Continuous Action Control. IJCAI Zhaoyang Yang, Kathryn E. Merrick, Hussein A. Abbass, Lianwen Jin
2017	J	`jnl`	On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization. Int. J. Comput. Intell. Appl. Bin Zhang, Kamran Shafi, Hussein A. Abbass
2017	—	`conf`	Supervised deep actor network for imitation learning in a ground-air UAV-UGVs coordination task. SSCI Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass
2016	J	`jnl`	A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data. IEEE Access Hussein A. Abbass, George Leu, Kathryn E. Merrick
2016	J	`jnl`	A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data. CoRR Hussein A. Abbass, George Leu, Kathryn E. Merrick
2016	J	`jnl`	A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents. Knowl. Based Syst. George Leu, Hussein A. Abbass
2016	J	`jnl`	A multiobjective distance separation methodology to determine sector-level minimum separation for safe air traffic scenarios. Eur. J. Oper. Res. Ayman Ghoneim, Hussein A. Abbass
2016	J	`jnl`	Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization. IEEE Trans. Evol. Comput. Xin Qiu, Jian-Xin Xu, Kay Chen Tan, Hussein A. Abbass
2016	J	`jnl`	Computational Intelligence for Brain Computer Interface [Guest Editorial]. IEEE Comput. Intell. Mag. Hussein A. Abbass, Cuntai Guan, Kay Chen Tan
2016	C	`conf`	Continuous authentication using EEG and face images for trusted autonomous systems. PST Min Wang, Hussein A. Abbass, Jiankun Hu
2016	J	`jnl`	Decompositional independent component analysis using multi-objective optimization. Soft Comput. Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun
2016	—	`conf`	Designing artificial agents to detect the motive profile of users in virtual worlds and games. SSCI Xuejie Liu, Kathryn E. Merrick, Hussein A. Abbass
2016	—	`conf`	Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks. BICS Min Wang, Hussein A. Abbass, Jiankun Hu, Kathryn E. Merrick
2016	J	`jnl`	Editorial. Memetic Comput. Hussein A. Abbass, Huajin Tang, Meng-Hiot Lim
2016	—	`conf`	Emergence of order in leader-follower Boids-inspired systems. SSCI Israel Dunk, Hussein A. Abbass
2016	J	`jnl`	Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project. Eur. J. Oper. Res. Jian Xiong, Roel Leus, Zhenyu Yang, Hussein A. Abbass
2016	—	`ch.`	Evolving Narrations of Strategic Defence and Security Scenarios for Computational Scenario Planning. Recent Advances in Computational Intelligence in Defense and Security Kun Wang, Eleni Petraki, Hussein A. Abbass
2016	—	`conf`	Eye movements as information markers in EEG data. SSCI Sherif M. Abdelfattah, Kathryn E. Merrick, Hussein A. Abbass
2016	—	`conf`	Finite Population Trust Game Replicators. ACALCI Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki
2016	B	`conf`	Hybrid knowledge-based evolutionary many-objective optimization. CEC Bin Zhang, Kamran Shafi, Hussein A. Abbass
2016	J	`jnl`	IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]. IEEE Comput. Intell. Mag. Hussein A. Abbass
2016	B	`conf`	Multiway analysis of EEG artifacts based on Block Term Decomposition. IJCNN Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang
2016	J	`jnl`	Pairwise Comparative Classification for Translator Stylometric Analysis. ACM Trans. Asian Low Resour. Lang. Inf. Process. Heba El-Fiqi, Eleni Petraki, Hussein A. Abbass
2016	—	`conf`	Quantifying Swarming Behaviour. ICSI (1) John Harvey, Kathryn E. Merrick, Hussein A. Abbass
2016	—	`book`	Recent Advances in Computational Intelligence in Defense and Security Rami S. Abielmona, Rafael Falcon, Nur Zincir-Heywood, Hussein A. Abbass
2016	—	`conf`	Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-Based Swarm Intelligence Model. ICSI (1) Jiangjun Tang, Eleni Petraki, Hussein A. Abbass
2016	J	`jnl`	The N-Player Trust Game and its Replicator Dynamics. IEEE Trans. Evol. Comput. Hussein A. Abbass, Garrison W. Greenwood, Eleni Petraki
2016	J	`jnl`	Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges. Cogn. Comput. Hussein A. Abbass, Eleni Petraki, Kathryn E. Merrick, John Harvey, Michael Barlow
2015	—	`conf`	A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques. ICONIP (4) Ahmed Al-Ani, Ganesh R. Naik, Hussein A. Abbass
2015	J	`jnl`	Application of chaos measures to a simplified boids flocking model. Swarm Intell. John Harvey, Kathryn E. Merrick, Hussein A. Abbass
2015	—	`conf`	Autonomous Hypothesis Generation as an Environment Learning Mechanism for Agent Design. ACALCI Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
2015	C	`conf`	Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition. IES George Leu, Hussein A. Abbass
2015	B	`conf`	Evolutionary Big Optimization (BigOpt) of Signals. CEC Sim Kuan Goh, Kay Chen Tan, Abdullah Al Mamun, Hussein A. Abbass
2014	J	`jnl`	A Knowledge-Based Evolutionary Multiobjective Approach for Stochastic Extended Resource Investment Project Scheduling Problems. IEEE Trans. Evol. Comput. Jian Xiong, Jing Liu, Yingwu Chen, Hussein A. Abbass
2014	B	`conf`	An interactive evolutionary computation framework controlled via EEG signals. FUZZ-IEEE Shen Ren, Jiangjun Tang, Michael Barlow, Hussein A. Abbass
2014	—	`conf`	Analysis of Online Signature Based Learning Classifier Systems for Noisy Environments: A Feedback Control Theoretic Approach. SEAL Kamran Shafi, Hussein A. Abbass
2014	—	`conf`	Artifact Removal from EEG Using a Multi-objective Independent Component Analysis Model. ICONIP (1) Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun
2014	B	`conf`	Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines. IEEE Congress on Evolutionary Computation Jiangjun Tang, Hussein A. Abbass
2014	—	`conf`	Calibrating Independent Component Analysis with Laplacian Reference for Real-Time EEG Artifact Removal. ICONIP (3) Hussein A. Abbass
2014	J	`jnl`	DMEA-II: the direction-based multi-objective evolutionary algorithm-II. Soft Comput. Long Nguyen, Lam Thu Bui, Hussein A. Abbass
2014	J	`jnl`	MOCCA-II: A multi-objective co-operative co-evolutionary algorithm. Appl. Soft Comput. Wenjing Zhao, Sameer Alam, Hussein A. Abbass
2014	—	`conf`	On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku. ICONIP (3) George Leu, Jiangjun Tang, Hussein A. Abbass
2014	—	`conf`	On trust and influence: A computational red teaming game theoretic perspective. CISDA Eleni Petraki, Hussein A. Abbass
2014	B	`conf`	Online generation of trajectories for autonomous vehicles using a multi-agent system. IEEE Congress on Evolutionary Computation Garrison W. Greenwood, Saber M. Elsayed, Ruhul A. Sarker, Hussein A. Abbass
2014	B	`conf`	Online knowledge-based evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation Bin Zhang, Kamran Shafi, Hussein A. Abbass
2014	—	`conf`	Risk management with hard-soft data fusion in maritime domain awareness. CISDA Rafael Falcon, Rami S. Abielmona, Sean Billings, Alex Plachkov, Hussein A. Abbass
2014	J	`jnl`	Society of Mind cognitive agent architecture applied to drivers adapting in a traffic context. Adapt. Behav. George Leu, Neville J. Curtis, Hussein A. Abbass
2014	B	`conf`	Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution. IEEE Congress on Evolutionary Computation Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby, Hussein A. Abbass
2014	J	`jnl`	Visual and auditory reaction time for air traffic controllers using quantitative electroencephalograph (QEEG) data. Brain Informatics Hussein A. Abbass, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby
2014	J	`jnl`	Visualizing Cognitive Moves for Assessing Information Perception Biases in Decision Making. CoRR Antony W. Iorio, Hussein A. Abbass, Svetoslav Gaidow, Axel Bender
2013	—	`conf`	A new niching method for the direction-based multi-objective evolutionary algorithm. MCDM Long Nguyen, Lam Thu Bui, Hussein A. Abbass
2013	J	`jnl`	An agent-based model to simulate and analyse behaviour under noisy and deceptive information. Adapt. Behav. Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
2013	—	`conf`	An evolutionary goal-programming approach towards scenario design for air-traffic human-performance experiments. CIVTS Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby, Hussein A. Abbass
2013	B	`conf`	Distributing cognitive resources in one-against-many strategy games. IEEE Congress on Evolutionary Computation Ayman Ghoneim, Garrison W. Greenwood, Hussein A. Abbass
2013	J	`jnl`	Evaluation of an adaptive genetic-based signature extraction system for network intrusion detection. Pattern Anal. Appl. Kamran Shafi, Hussein A. Abbass
2013	J	`jnl`	Modeling and Simulation of Road Traffic Behavior: Artificial Drivers with Personality and Emotions. J. Adv. Comput. Intell. Intell. Informatics George Leu, Neville J. Curtis, Hussein A. Abbass
2013	—	`conf`	Real time prediction of worst case air traffic sector collision risk using evolutionary optimization. CIVTS Sameer Alam, Md. Murad Hossain, Chris Lokan, Steve Barry, Geoff Aldis, Robert Butcher, Hussein A. Abbass
2012	B	`conf`	2012 IEEE Congress on Evolutionary Computation. IEEE Congress on Evolutionary Computation Hussein A. Abbass, Daryl Essam, Ruhul A. Sarker
2012	—	`conf`	A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem. SEAL Bin Zhang, Kamran Shafi, Hussein A. Abbass
2012	—	`conf`	A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces. ICONIP (1) William M. Mount, Deborah C. Tucek, Hussein A. Abbass
2012	B	`conf`	A multi-objective evolutionary method for Dynamic Airspace Re-sectorization using sectors clipping and similarities. IEEE Congress on Evolutionary Computation Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass
2012	—	`ed.`	Advances in Computational Intelligence - IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Plenary/Invited Lectures WCCI Jing Liu, Cesare Alippi, Bernadette Bouchon-Meunier, Garrison W. Greenwood, Hussein A. Abbass
2012	B	`conf`	An expressive GL-2 grammar for representing story-like scenarios. IEEE Congress on Evolutionary Computation Vinh Bui, Axel Bender, Hussein A. Abbass
2012	—	`conf`	DEAL: A Direction-Guided Evolutionary Algorithm. SEAL Chi Cuong Vu, Lam Thu Bui, Hussein A. Abbass
2012	—	`conf`	Developing Attention Focus Metrics for Autonomous Hypothesis Generation in Data Mining. SEAL Bing Wang, Kathryn E. Merrick, Hussein A. Abbass
2012	—	`conf`	Evolving Story Narrative Using Surrogate Models of Human Judgement. RiTA Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass
2012	—	`conf`	From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations. SEAL Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass
2012	—	`conf`	Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving. ICONIP (4) Shen Ren, Michael Barlow, Hussein A. Abbass
2012	J	`jnl`	IEEE World Congress on Computational Intelligence 2012 (IEEE WCCI 2012) [Conference Reports]. IEEE Comput. Intell. Mag. Hussein A. Abbass
2012	J	`jnl`	Motif Difficulty (MD): A Predictive Measure of Problem Difficulty for Evolutionary Algorithms Using Network Motifs. Evol. Comput. Jing Liu, Hussein A. Abbass, David G. Green, Weicai Zhong
2012	—	`conf`	Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem. SEAL Kamran Shafi, Axel Bender, Hussein A. Abbass
2012	B	`conf`	Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling. IEEE Congress on Evolutionary Computation Jian Xiong, Kamran Shafi, Hussein A. Abbass
2012	—	`conf`	Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces. ICONIP (1) Deborah C. Tucek, William M. Mount, Hussein A. Abbass
2012	—	`conf`	Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise. RiTA Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
2012	—	`conf`	Psychophysiological Evaluation of Task Complexity and Cognitive Performance in a Human Computer Interface Experiment. ICONIP (1) William M. Mount, Deborah C. Tucek, Hussein A. Abbass
2012	—	`conf`	Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security. RiTA Bin Zhang, Kamran Shafi, Hussein A. Abbass
2012	J	`jnl`	Robustness Against the Decision-Maker's Attitude to Risk in Problems With Conflicting Objectives. IEEE Trans. Evol. Comput. Lam Thu Bui, Hussein A. Abbass, Michael Barlow, Axel Bender
2012	B	`conf`	What can make an airspace unsafe? characterizing collision risk using multi-objective optimization. IEEE Congress on Evolutionary Computation Sameer Alam, Chris Lokan, Hussein A. Abbass
2011	B	`conf`	A computational linguistic approach for the identification of translator stylometry using Arabic-English text. FUZZ-IEEE Heba El-Fiqi, Eleni Petraki, Hussein A. Abbass
2011	B	`conf`	A grid-based heuristic for two-dimensional packing problems. IEEE Congress on Evolutionary Computation Lam Thu Bui, Stephen Baker, Axel Bender, Hussein A. Abbass, Michael Barlow, Ruhul A. Sarker
2011	B	`conf`	An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling. IEEE Congress on Evolutionary Computation Jian Xiong, Yingwu Chen, Jing Liu, Hussein A. Abbass
2011	Misc	`conf`	Competency awareness in strategic decision making. CogSIMA Amr S. Ghoneim, Daryl Leslie Essam, Hussein A. Abbass
2011	J	`jnl`	Computational Red Teaming: Past, Present and Future. IEEE Comput. Intell. Mag. Hussein A. Abbass, Axel Bender, Svetoslav Gaidow, P. Whitbread
2011	J	`jnl`	DMEA: a direction-based multiobjective evolutionary algorithm. Memetic Comput. Lam Thu Bui, Jing Liu, Axel Bender, Michael Barlow, Slawomir Wesolkowski, Hussein A. Abbass
2011	A	`conf`	Fleet estimation for defence logistics using a multi-objective learning classifier system. GECCO Kamran Shafi, Axel Bender, Hussein A. Abbass
2011	J	`jnl`	Local-Global Interaction and the Emergence of Scale-Free Networks with Community Structures. Artif. Life Jing Liu, Hussein A. Abbass, Weicai Zhong, David G. Green
2011	Misc	`conf`	Mining Big Data Streams: The Fallacy of Blind Correlation and the Importance of Models. AusDM Hussein A. Abbass
2011	—	`conf`	On computations and strategies for real and artificial systems. ECAL Amr S. Ghoneim, Daryl Leslie Essam, Hussein A. Abbass
2011	J	`jnl`	The causes for no causation: A computational perspective. Inf. Knowl. Syst. Manag. Hussein A. Abbass, Eleni Petraki
2011	J	`jnl`	The use of coevolution and the artificial immune system for ensemble learning. Soft Comput. Bruno Henrique Groenner Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga
2010	B	`conf`	A Pittsburgh Multi-Objective Classifier for user preferred trajectories and flight navigation. IEEE Congress on Evolutionary Computation Viet Van Pham, Lam Thu Bui, Sameer Alam, Chris Lokan, Hussein A. Abbass
2010	B	`conf`	A multi-objective risk-based approach for airlift task scheduling using stochastic bin packing. IEEE Congress on Evolutionary Computation Wenjing Zhao, Jing Liu, Hussein A. Abbass, Axel Bender
2010	B	`conf`	Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems. IEEE Congress on Evolutionary Computation Md. Murad Hossain, Hussein A. Abbass, Chris Lokan, Sameer Alam
2010	J	`jnl`	Adversarial learning: the impact of statistical sample selection techniques on neural ensembles. Evol. Syst. Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
2010	J	`jnl`	Aviation emission inventory development and analysis. Environ. Model. Softw. Viet Van Pham, Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass
2010	B	`conf`	Evolutionary dynamics of interdependent exogenous risks. IEEE Congress on Evolutionary Computation Kamran Shafi, Axel Bender, Hussein A. Abbass
2010	—	`conf`	Evolutionary-Computation Based Risk Assessment of Aircraft Landing Sequencing Algorithms. DIPES/BICC Wenjing Zhao, Jiangjun Tang, Sameer Alam, Axel Bender, Hussein A. Abbass
2010	—	`conf`	Evolving Stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation. SEAL Kun Wang, Vinh Bui, Hussein A. Abbass
2010	B	`conf`	Evolving stories: Grammar evolution for automatic plot generation. IEEE Congress on Evolutionary Computation Vinh Bui, Hussein A. Abbass, Axel Bender
2010	J	`jnl`	Intelligent Control Systems with an Introduction to System of Systems Engineering (Nanayakkara, T.; 2009) [Book Review]. IEEE Comput. Intell. Mag. Hussein A. Abbass
2010	B	`conf`	Learning synchronization in networked complex systems using genetic algorithms. IEEE Congress on Evolutionary Computation Shane Boulden, Antony W. Iorio, Hussein A. Abbass
2010	B	`conf`	Robustness of neural ensembles against targeted and random Adversarial Learning. FUZZ-IEEE Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
2010	B	`conf`	Separated and overlapping community detection in complex networks using multiobjective Evolutionary Algorithms. IEEE Congress on Evolutionary Computation Jing Liu, Weicai Zhong, Hussein A. Abbass, David G. Green
2010	—	`ch.`	The Role of Explicit Niching and Communication Messages in Distributed Evolutionary Multi-objective Optimization. Parallel and Distributed Computational Intelligence Lam Thu Bui, Daryl Essam, Hussein A. Abbass
2009	J	`jnl`	A Self-Organized, Distributed, and Adaptive Rule-Based Induction System. IEEE Trans. Neural Networks Pornthep Rojanavasu, Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Ouen Pinngern
2009	B	`conf`	A dominance-based stability measure for multi-objective evolutionary algorithms. IEEE Congress on Evolutionary Computation Lam Thu Bui, Slawomir Wesolkowski, Axel Bender, Hussein A. Abbass, Michael Barlow
2009	B	`conf`	A hierarchical conflict resolution method for multi-agent path planning. IEEE Congress on Evolutionary Computation Kuang-Yuan Chen, Peter A. Lindsay, Peter J. Robinson, Hussein A. Abbass
2009	J	`jnl`	An adaptive genetic-based signature learning system for intrusion detection. Expert Syst. Appl. Kamran Shafi, Hussein A. Abbass
2009	J	`jnl`	Computational Scenario-based Capability Planning CoRR Hussein A. Abbass, Axel Bender, Helen Dam, Stephen Baker, James M. Whitacre, Ruhul A. Sarker
2009	J	`jnl`	Evolution and Incremental Learning in the Iterated Prisoner's Dilemma. IEEE Trans. Evol. Comput. Hanyang Quek, Kay Chen Tan, Chi Keong Goh, Hussein A. Abbass
2009	J	`jnl`	Evolutionary Game Theoretic Approach for Modeling Civil Violence. IEEE Trans. Evol. Comput. Hanyang Quek, Kay Chen Tan, Hussein A. Abbass
2009	J	`jnl`	Intrusion detection with evolutionary learning classifier systems. Nat. Comput. Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu
2009	J	`jnl`	Local models - an approach to distributed multi-objective optimization. Comput. Optim. Appl. Lam Thu Bui, Hussein A. Abbass, Daryl Essam
2009	J	`jnl`	Localization for Solving Noisy Multi-Objective Optimization Problems. Evol. Comput. Lam Thu Bui, Hussein A. Abbass, Daryl Essam
2009	J	`jnl`	Mebra: multiobjective evolutionary-based risk assessment. IEEE Comput. Intell. Mag. Hussein A. Abbass, Sameer Alam, Axel Bender
2009	—	`conf`	Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations. GEC Summit Jiangjun Tang, Sameer Alam, Hussein A. Abbass, Chris Lokan
2009	J	`jnl`	Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem CoRR James M. Whitacre, Axel Bender, Stephen Baker, Qi Fan, Ruhul A. Sarker, Hussein A. Abbass
2009	B	`conf`	On the role of information networks in logistics: An evolutionary approach with military scenarios. IEEE Congress on Evolutionary Computation Vinh Bui, Lam Thu Bui, Hussein A. Abbass, Axel Bender, Pradeep Ray
2009	J	`jnl`	Robustness and Adaptiveness Analysis of Future Fleets CoRR Slawomir Wesolkowski, Michael Mazurek, James M. Whitacre, Axel Bender, Hussein A. Abbass
2009	J	`jnl`	Strategic Positioning in Tactical Scenario Planning CoRR James M. Whitacre, Hussein A. Abbass, Ruhul A. Sarker, Axel Bender, Stephen Baker
2009	J	`jnl`	The Pareto operating curve for risk minimization. Artif. Life Robotics Hussein A. Abbass, Axel Bender
2009	B	`conf`	The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies. IEEE Congress on Evolutionary Computation Sameer Alam, Jianjang Tang, Hussein A. Abbass, Chris Lokan
2008	J	`jnl`	ATOMS: Air Traffic Operations and Management Simulator. IEEE Trans. Intell. Transp. Syst. Sameer Alam, Hussein A. Abbass, Michael Barlow
2008	J	`jnl`	Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization. IEEE Trans. Syst. Man Cybern. Part C Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2008	J	`jnl`	Characterizing Game Dynamics in Two-Player Strategy Games Using Network Motifs. IEEE Trans. Syst. Man Cybern. Part B Ayman Ghoneim, Hussein A. Abbass, Michael Barlow
2008	A	`conf`	Computational scenario-based capability planning. GECCO Hussein A. Abbass, Axel Bender, Hai Huong Dam, Stephen Baker, James M. Whitacre, Ruhul A. Sarker
2008	—	`ch.`	Distributed Learning Classifier Systems. Learning Classifier Systems in Data Mining Hai Huong Dam, Pornthep Rojanavasu, Hussein A. Abbass, Chris Lokan
2008	—	`conf`	Evolving an Ensemble of Neural Networks Using Artificial Immune Systems. SEAL Bruno Henrique Groenner Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga
2008	J	`jnl`	Interleaving Guidance in Evolutionary Multi-Objective Optimization. J. Comput. Sci. Technol. Lam Thu Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam
2008	J	`jnl`	Neural-Based Learning Classifier Systems. IEEE Trans. Knowl. Data Eng. Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Xin Yao
2008	B	`conf`	Performance analysis of elitism in multi-objective ant colony optimization algorithms. IEEE Congress on Evolutionary Computation Lam Thu Bui, James M. Whitacre, Hussein A. Abbass
2008	—	`ed.`	Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings SEAL Xiaodong Li, Michael Kirley, Mengjie Zhang, David G. Green, Victor Ciesielski, Hussein A. Abbass, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, Kay Chen Tan, Jürgen Branke, Yuhui Shi
2008	A	`conf`	Strategic positioning in tactical scenario planning. GECCO James M. Whitacre, Hussein A. Abbass, Ruhul A. Sarker, Axel Bender, Stephen Baker
2008	—	`ch.`	Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms. Multiobjective Problem Solving from Nature Lam Thu Bui, Minh Ha Nguyen, Jürgen Branke, Hussein A. Abbass
2007	—	`conf`	A Modified Strategy for the Constriction Factor in Particle Swarm Optimization. ACAL Lam Thu Bui, Omar S. Soliman, Hussein A. Abbass
2007	—	`ch.`	A Scenario-based Evolutionary Scheduling Approach for Assessing Future Supply Chain Fleet Capabilities. Evolutionary Scheduling Stephen Baker, Axel Bender, Hussein A. Abbass, Ruhul A. Sarker
2007	—	`conf`	A Temporal Risk Assessment Framework for Planning A Future Force Structure. CISDA Michael Barlow, Ang Yang, Hussein A. Abbass
2007	B	`conf`	A new local search algorithm for continuous spaces based on army ant swarm raids. IEEE Congress on Evolutionary Computation Garrison W. Greenwood, Hussein A. Abbass
2007	—	`conf`	Ants Guide Future Pilots. ACAL Sameer Alam, Minh Ha Nguyen, Hussein A. Abbass, Michael Barlow
2007	C	`conf`	Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment. ALIFE Kuang-Yuan Chen, Hai Huong Dam, Peter A. Lindsay, Hussein A. Abbass
2007	J	`jnl`	Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection. Inf. Secur. Tech. Rep. Kamran Shafi, Hussein A. Abbass
2007	—	`ch.`	Evolutionary Online Data Mining: An Investigation in a Dynamic Environment. Evolutionary Computation in Dynamic and Uncertain Environments Hai Huong Dam, Chris Lokan, Hussein A. Abbass
2007	—	`conf`	Improving the Performance of Genetic Algorithm in Capacitated Vehicle Routing Problem using Self Imposed Constraints. CISched Ziauddin Ursani, Ruhul A. Sarker, Hussein A. Abbass
2007	—	`conf`	Information Sharing in the Iterated Prisoner's Dilemma Game. CIG Ayman Ghoneim, Hussein A. Abbass, Michael Barlow
2007	B	`conf`	Investigating alliance dynamics using a co-evolutionary iterated prisoner's dilemma with an exit option. IEEE Congress on Evolutionary Computation Ayman Ghoneim, Hussein A. Abbass, Michael Barlow
2007	—	`ed.`	Progress in Artificial Life, Third Australian Conference, ACAL 2007, Gold Coast, Australia, December 4-6, 2007, Proceedings ACAL Marcus Randall, Hussein A. Abbass, Janet Wiles
2007	B	`conf`	Real time signature extraction from a supervised classifier system. IEEE Congress on Evolutionary Computation Kamran Shafi, Hussein A. Abbass, Weiping Zhu
2007	—	`conf`	Rounds Effect in Evolutionary Games. ACAL Ayman Ghoneim, Michael Barlow, Hussein A. Abbass
2007	B	`conf`	The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games. IEEE Congress on Evolutionary Computation Ayman Ghoneim, Hussein A. Abbass, Michael Barlow
2007	B	`conf`	The effect of a stochastic step length on the performance of the differential evolution algorithm. IEEE Congress on Evolutionary Computation Omar S. Soliman, Lam Thu Bui, Hussein A. Abbass
2006	—	`ch.`	A Survey of Probabilistic Model Building Genetic Programming. Scalable Optimization via Probabilistic Modeling Yin Shan, Robert I. McKay, Daryl Essam, Hussein A. Abbass
2006	J	`jnl`	A novel mixture of experts model based on cooperative coevolution. Neurocomputing Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2006	J	`jnl`	An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction. Soft Comput. Hussein A. Abbass
2006	J	`jnl`	Characterizing Warfare in Red Teaming. IEEE Trans. Syst. Man Cybern. Part B Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
2006	—	`conf`	Dual Guidance in Evolutionary Multi-objective Optimization by Localization. SEAL Lam Thu Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam
2006	—	`conf`	Land Combat Scenario Planning: A Multiobjective Approach. SEAL Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
2006	B	`conf`	Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach. IEEE Congress on Evolutionary Computation Chi Keong Goh, Hanyang Quek, Kay Chen Tan, Hussein A. Abbass
2006	—	`conf`	Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards. SEAL Sameer Alam, Lam Thu Bui, Hussein A. Abbass, Michael Barlow
2006	—	`ch.`	Pareto-Optimal Approaches to Neuro-Ensemble Learning. Multi-Objective Machine Learning Hussein A. Abbass
2006	—	`ed.`	Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings SEAL Tzai-Der Wang, Xiaodong Li, Shu-Heng Chen, Xufa Wang, Hussein A. Abbass, Hitoshi Iba, Guoliang Chen, Xin Yao
2006	—	`conf`	The Role of Early Stopping and Population Size in XCS for Intrusion Detection. SEAL Kamran Shafi, Hussein A. Abbass, Weiping Zhu
2005	—	`conf`	A Multi-agent Simulation Study for Supply Chain Operation. CIMCA/IAWTIC Ruhul A. Sarker, Sami Kara, Graham Freeman, Berman Kayis, Tapabrata Ray, Hussein A. Abbass
2005	J	`jnl`	Artificial Life Down Under. Artif. Life Hussein A. Abbass
2005	—	`conf`	Be real! XCS with continuous-valued inputs. GECCO Workshops Hai Huong Dam, Hussein A. Abbass, Chris Lokan
2005	—	`conf`	Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection. Australian Conference on Artificial Intelligence Hai Huong Dam, Kamran Shafi, Hussein A. Abbass
2005	—	`ch.`	Chapter 2 Neural Evolution for Collision Detection & Resolution in a 2D Free Flight Environment. Recent Advances in Artificial Life Sameer Alam, Michelle McPartland, Michael Barlow, P. Lindsay, Hussein A. Abbass
2005	—	`ch.`	Chapter 25 Evolving Capability Requirements in WISDOM-II. Recent Advances in Artificial Life Ang Yang, Hussein A. Abbass, Michael Barlow, Ruhul A. Sarker, Neville J. Curtis
2005	—	`ch.`	Chapter 3 Cooperative Coevolution of Genotype - Phenotype Mappings to Solve Epistatic Optimization Problems. Recent Advances in Artificial Life Lam Thu Bui, Hussein A. Abbass, Daryl Essam
2005	A	`conf`	DXCS: an XCS system for distributed data mining. GECCO Hai Huong Dam, Hussein A. Abbass, Chris Lokan
2005	A	`conf`	Diversity as a selection pressure in dynamic environments. GECCO Lam Thu Bui, Jürgen Branke, Hussein A. Abbass
2005	A	`conf`	Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach. GECCO Michelle McPartland, Stefano Nolfi, Hussein A. Abbass
2005	—	`conf`	Evolving agents for network centric warfare. GECCO Workshops Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
2005	A	`conf`	Fitness inheritance for noisy evolutionary multi-objective optimization. GECCO Lam Thu Bui, Hussein A. Abbass, Daryl Essam
2005	B	`conf`	Multiobjective optimization for dynamic environments. Congress on Evolutionary Computation Lam Thu Bui, Hussein A. Abbass, Jürgen Branke
2005	J	`jnl`	Multiobjectivity and Complexity in Embodied Cognition. IEEE Trans. Evol. Comput. Jason Teo, Hussein A. Abbass
2005	J	`jnl`	Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments CoRR Hussein A. Abbass, Kumara Sastry, David E. Goldberg
2005	—	`book`	Recent Advances in Artificial Life Hussein A. Abbass, Terry Bossomaier, Janet Wiles
2005	J	`jnl`	Stopping criteria for ensemble of evolutionary artificial neural networks. Appl. Soft Comput. Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2005	J	`jnl`	Sub-Structural Niching in Non-Stationary Environments CoRR Kumara Sastry, Hussein A. Abbass, David E. Goldberg
2005	J	`jnl`	Sub-structural Niching in Estimation of Distribution Algorithms CoRR Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson
2005	A	`conf`	Sub-structural niching in estimation of distribution algorithms. GECCO Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson
2005	B	`conf`	The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments. Congress on Evolutionary Computation Hai Huong Dam, Hussein A. Abbass, Chris Lokan
2005	—	`conf`	WISDOM-II: A Network Centric Model for Warfare. KES (3) Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
2004	A	`conf`	An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction. PPSN Hussein A. Abbass
2004	J	`jnl`	An information-theoretic landscape analysis of neuro-controlled embodied organisms. Neural Comput. Appl. Jason Teo, Hussein A. Abbass
2004	J	`jnl`	Automatic Generation of Controllers for Embodied Legged Organisms: A Pareto Evolutionary Multi-Objective Approach. Evol. Comput. Jason Teo, Hussein A. Abbass
2004	J	`jnl`	Classification Rule Discovery with Ant Colony Optimization. IEEE Intell. Informatics Bull. Bo Liu, Hussein A. Abbass, Robert I. McKay
2004	J	`jnl`	Differential Evolution for Solving multiobjective Optimization Problems. Asia Pac. J. Oper. Res. Ruhul A. Sarker, Hussein A. Abbass
2004	B	`conf`	Grammar model-based program evolution. IEEE Congress on Evolutionary Computation Yin Shan, Robert I. McKay, Rohan Baxter, Hussein A. Abbass, Daryl Essam, Nguyen Xuan Hoai
2004	—	`conf`	Landscape Dynamics in Multi-agent Simulation Combat Systems. Australian Conference on Artificial Intelligence Ang Yang, Hussein A. Abbass, Ruhul A. Sarker
2004	—	`conf`	Sub-structural Niching in Non-stationary Environments. Australian Conference on Artificial Intelligence Kumara Sastry, Hussein A. Abbass, David E. Goldberg
2004	B	`conf`	Toward an Alternative Comparison between Different Genetic Programming Systems. EuroGP Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass
2003	—	`conf`	A Comparative Study for Domain Ontology Guided Feature Extraction. ACSC Bill B. Wang, Robert I. McKay, Hussein A. Abbass, Michael Barlow
2003	J	`jnl`	A True Annealing Approach to the Marriage in Honey-Bees Optimization Algorithm. Int. J. Comput. Intell. Appl. Jason Teo, Hussein A. Abbass
2003	J	`jnl`	Artificial Life: An Introduction. Int. J. Comput. Intell. Appl. Robert I. McKay, Hussein A. Abbass
2003	—	`conf`	Classification Rule Discovery with Ant Colony Optimization. IAT Bo Liu, Hussein A. Abbass, Bob McKay
2003	B	`conf`	Elucidating the benefits of a self-adaptive Pareto EMO approach for evolving legged locomotion in artificial creatures. IEEE Congress on Evolutionary Computation Jason Teo, Hussein A. Abbass
2003	B	`conf`	Improving genetic classifiers with a boosting algorithm. IEEE Congress on Evolutionary Computation Bo Liu, Bob McKay, Hussein A. Abbass
2003	A	`conf`	Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots? GECCO Jason Teo, Hussein A. Abbass
2003	A	`conf`	Multi-objectivity as a Tool for Constructing Hierarchical Complexity. GECCO Jason Teo, Minh Ha Nguyen, Hussein A. Abbass
2003	—	`conf`	Pareto Neuro-Ensembles. Australian Conference on Artificial Intelligence Hussein A. Abbass
2003	B	`conf`	Pareto neuro-evolution: constructing ensemble of neural networks using multi-objective optimization. IEEE Congress on Evolutionary Computation Hussein A. Abbass
2003	B	`conf`	Program evolution with explicit learning. IEEE Congress on Evolutionary Computation Yin Shan, Robert I. McKay, Hussein A. Abbass, Daryl Essam
2003	C	`conf`	Searching under Multi-evolutionary Pressures. EMO Hussein A. Abbass, Kalyanmoy Deb
2003	—	`conf`	Software Verification of Redundancy in Neuro-Evolutionary Robotics. Australian Conference on Artificial Intelligence Jason Teo, Hussein A. Abbass
2003	J	`jnl`	Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms. Neural Comput. Hussein A. Abbass
2003	C	`conf`	Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks. HIS Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay
2003	B	`conf`	The discrete gradient evolutionary strategy method for global optimization. IEEE Congress on Evolutionary Computation Hussein A. Abbass, Adil M. Bagirov, Jiapu Zhang
2003	B	`conf`	Tree Adjoining Grammars, Language Bias, and Genetic Programming. EuroGP Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass
2002	J	`jnl`	An evolutionary artificial neural networks approach for breast cancer diagnosis. Artif. Intell. Medicine Hussein A. Abbass
2002	B	`conf`	AntTAG: a new method to compose computer programs using colonies of ants. IEEE Congress on Evolutionary Computation Hussein A. Abbass, Nguyen Xuan Hoai, Robert I. McKay
2002	—	`—`	Computational intelligence techniques for decision making: with applications to the dairy industry. Hussein A. Abbass
2002	—	`conf`	Evolutionary Multi-objective Robotics: Evolving a Physically Simulated quadruped using the PDE Algorithm. SEAL Jason Teo, Hussein A. Abbass
2002	J	`jnl`	The Pareto Differential Evolution Algorithm. Int. J. Artif. Intell. Tools Hussein A. Abbass, Ruhul A. Sarker
2002	B	`conf`	The self-adaptive Pareto differential evolution algorithm. IEEE Congress on Evolutionary Computation Hussein A. Abbass
2001	—	`conf`	A Memetic Pareto Evolutionary Approach to Artificial Neural Networks. Australian Joint Conference on Artificial Intelligence Hussein A. Abbass
2001	J	`jnl`	C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. Knowl. Inf. Syst. Hussein A. Abbass, Michael Towsey, Gerard D. Finn
2001	B	`conf`	MBO: marriage in honey bees optimization-a Haplometrosis polygynous swarming approach. CEC Hussein A. Abbass
2001	B	`conf`	PDE: a Pareto-frontier differential evolution approach for multi-objective optimization problems. CEC Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton
1999	B	`conf`	Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry. IDA Paula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn