Hussein A. Abbass

According to our database1, Hussein A. Abbass
  • authored at least 202 papers between 1999 and 2017.
  • has a "Dijkstra number"2 of four.

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Bibliography

2017
Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules.
IEEE Trans. Neural Netw. Learning Syst., 2017

Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017

Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017

A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization.
IEEE Trans. Cybernetics, 2017

On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization.
International Journal of Computational Intelligence and Applications, 2017

A Survey of Learning Classifier Systems in Games [Review Article].
IEEE Comp. Int. Mag., 2017

Multi-Task Deep Reinforcement Learning for Continuous Action Control.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social Dilemma.
Proceedings of the Artificial Life and Computational Intelligence, 2017

2016
Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2016

The N-Player Trust Game and its Replicator Dynamics.
IEEE Trans. Evolutionary Computation, 2016

Pairwise Comparative Classification for Translator Stylometric Analysis.
ACM Trans. Asian & Low-Resource Lang. Inf. Process., 2016

Decompositional independent component analysis using multi-objective optimization.
Soft Comput., 2016

Editorial.
Memetic Computing, 2016

A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents.
Knowl.-Based Syst., 2016

Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project.
European Journal of Operational Research, 2016

A multiobjective distance separation methodology to determine sector-level minimum separation for safe air traffic scenarios.
European Journal of Operational Research, 2016

A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data.
CoRR, 2016

Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges.
Cognitive Computation, 2016

Computational Intelligence for Brain Computer Interface [Guest Editorial].
IEEE Comp. Int. Mag., 2016

IEEE CIS VP-Technical Activities Vision Statement [Society Briefs].
IEEE Comp. Int. Mag., 2016

A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data.
IEEE Access, 2016

Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-Based Swarm Intelligence Model.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Quantifying Swarming Behaviour.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016

Designing artificial agents to detect the motive profile of users in virtual worlds and games.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Emergence of order in leader-follower Boids-inspired systems.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Eye movements as information markers in EEG data.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Continuous authentication using EEG and face images for trusted autonomous systems.
Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016

Multiway analysis of EEG artifacts based on Block Term Decomposition.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Hybrid knowledge-based evolutionary many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks.
Proceedings of the Advances in Brain Inspired Cognitive Systems, 2016

Finite Population Trust Game Replicators.
Proceedings of the Artificial Life and Computational Intelligence, 2016

2015
Application of chaos measures to a simplified boids flocking model.
Swarm Intelligence, 2015

A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques.
Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Evolutionary Big Optimization (BigOpt) of Signals.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Autonomous Hypothesis Generation as an Environment Learning Mechanism for Agent Design.
Proceedings of the Artificial Life and Computational Intelligence, 2015

2014
A Knowledge-Based Evolutionary Multiobjective Approach for Stochastic Extended Resource Investment Project Scheduling Problems.
IEEE Trans. Evolutionary Computation, 2014

DMEA-II: the direction-based multi-objective evolutionary algorithm-II.
Soft Comput., 2014

Visualizing Cognitive Moves for Assessing Information Perception Biases in Decision Making.
CoRR, 2014

Visual and auditory reaction time for air traffic controllers using quantitative electroencephalograph (QEEG) data.
Brain Informatics, 2014

MOCCA-II: A multi-objective co-operative co-evolutionary algorithm.
Appl. Soft Comput., 2014

Society of Mind cognitive agent architecture applied to drivers adapting in a traffic context.
Adaptive Behaviour, 2014

Analysis of Online Signature Based Learning Classifier Systems for Noisy Environments: A Feedback Control Theoretic Approach.
Proceedings of the Simulated Evolution and Learning - 10th International Conference, 2014

On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Artifact Removal from EEG Using a Multi-objective Independent Component Analysis Model.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

Calibrating Independent Component Analysis with Laplacian Reference for Real-Time EEG Artifact Removal.
Proceedings of the Neural Information Processing - 21st International Conference, 2014

An interactive evolutionary computation framework controlled via EEG signals.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

On trust and influence: A computational red teaming game theoretic perspective.
Proceedings of the Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2014

Risk management with hard-soft data fusion in maritime domain awareness.
Proceedings of the Seventh IEEE Symposium on Computational Intelligence for Security and Defense Applications, 2014

Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Online generation of trajectories for autonomous vehicles using a multi-agent system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Online knowledge-based evolutionary multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Evaluation of an adaptive genetic-based signature extraction system for network intrusion detection.
Pattern Anal. Appl., 2013

Modeling and Simulation of Road Traffic Behavior: Artificial Drivers with Personality and Emotions.
JACIII, 2013

An agent-based model to simulate and analyse behaviour under noisy and deceptive information.
Adaptive Behaviour, 2013

An evolutionary goal-programming approach towards scenario design for air-traffic human-performance experiments.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2013

Real time prediction of worst case air traffic sector collision risk using evolutionary optimization.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, 2013

A new niching method for the direction-based multi-objective evolutionary algorithm.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2013

Distributing cognitive resources in one-against-many strategy games.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Robustness Against the Decision-Maker's Attitude to Risk in Problems With Conflicting Objectives.
IEEE Trans. Evolutionary Computation, 2012

Motif Difficulty (MD): A Predictive Measure of Problem Difficulty for Evolutionary Algorithms Using Network Motifs.
Evolutionary Computation, 2012

IEEE World Congress on Computational Intelligence 2012 (IEEE WCCI 2012) [Conference Reports].
IEEE Comp. Int. Mag., 2012

A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Developing Attention Focus Metrics for Autonomous Hypothesis Generation in Data Mining.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

DEAL: A Direction-Guided Evolutionary Algorithm.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012

Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Evolving Story Narrative Using Surrogate Models of Human Judgement.
Proceedings of the Robot Intelligence Technology and Applications 2012, 2012

Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Psychophysiological Evaluation of Task Complexity and Cognitive Performance in a Human Computer Interface Experiment.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

A multi-objective evolutionary method for Dynamic Airspace Re-sectorization using sectors clipping and similarities.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

An expressive GL-2 grammar for representing story-like scenarios.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

What can make an airspace unsafe? characterizing collision risk using multi-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2012 IEEE Congress on Evolutionary Computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012

2011
The use of coevolution and the artificial immune system for ensemble learning.
Soft Comput., 2011

DMEA: a direction-based multiobjective evolutionary algorithm.
Memetic Computing, 2011

The causes for no causation: A computational perspective.
Information, Knowledge, Systems Management, 2011

Computational Red Teaming: Past, Present and Future.
IEEE Comp. Int. Mag., 2011

Local-Global Interaction and the Emergence of Scale-Free Networks with Community Structures.
Artificial Life, 2011

Fleet estimation for defence logistics using a multi-objective learning classifier system.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A computational linguistic approach for the identification of translator stylometry using Arabic-English text.
Proceedings of the FUZZ-IEEE 2011, 2011

On computations and strategies for real and artificial systems.
Proceedings of the Advances in Artificial Life: 20th Anniversary Edition, 2011

An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

A grid-based heuristic for two-dimensional packing problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

Mining Big Data Streams: The Fallacy of Blind Correlation and the Importance of Models.
Proceedings of the Ninth Australasian Data Mining Conference, AusDM 2011, Ballarat, 2011

2010
The Role of Explicit Niching and Communication Messages in Distributed Evolutionary Multi-objective Optimization.
Proceedings of the Parallel and Distributed Computational Intelligence, 2010

Adversarial learning: the impact of statistical sample selection techniques on neural ensembles.
Evolving Systems, 2010

Aviation emission inventory development and analysis.
Environmental Modelling and Software, 2010

Intelligent Control Systems with an Introduction to System of Systems Engineering (Nanayakkara, T.; 2009) [Book Review].
IEEE Comp. Int. Mag., 2010

Evolving Stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation.
Proceedings of the Simulated Evolution and Learning - 8th International Conference, 2010

Evolutionary-Computation Based Risk Assessment of Aircraft Landing Sequencing Algorithms.
Proceedings of the Distributed, Parallel and Biologically Inspired Systems, 2010

Robustness of neural ensembles against targeted and random Adversarial Learning.
Proceedings of the FUZZ-IEEE 2010, 2010

A multi-objective risk-based approach for airlift task scheduling using stochastic bin packing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolutionary dynamics of interdependent exogenous risks.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

A Pittsburgh Multi-Objective Classifier for user preferred trajectories and flight navigation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Separated and overlapping community detection in complex networks using multiobjective Evolutionary Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Evolving stories: Grammar evolution for automatic plot generation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

Learning synchronization in networked complex systems using genetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
A Self-Organized, Distributed, and Adaptive Rule-Based Induction System.
IEEE Trans. Neural Networks, 2009

Evolution and Incremental Learning in the Iterated Prisoner's Dilemma.
IEEE Trans. Evolutionary Computation, 2009

Evolutionary Game Theoretic Approach for Modeling Civil Violence.
IEEE Trans. Evolutionary Computation, 2009

Intrusion detection with evolutionary learning classifier systems.
Natural Computing, 2009

An adaptive genetic-based signature learning system for intrusion detection.
Expert Syst. Appl., 2009

Localization for Solving Noisy Multi-Objective Optimization Problems.
Evolutionary Computation, 2009

Robustness and Adaptiveness Analysis of Future Fleets
CoRR, 2009

Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem
CoRR, 2009

Computational Scenario-based Capability Planning
CoRR, 2009

Strategic Positioning in Tactical Scenario Planning
CoRR, 2009

Local models - an approach to distributed multi-objective optimization.
Comp. Opt. and Appl., 2009

Mebra: multiobjective evolutionary-based risk assessment.
IEEE Comp. Int. Mag., 2009

Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations.
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, 2009

A hierarchical conflict resolution method for multi-agent path planning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

A dominance-based stability measure for multi-objective evolutionary algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

On the role of information networks in logistics: An evolutionary approach with military scenarios.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Distributed Learning Classifier Systems.
Proceedings of the Learning Classifier Systems in Data Mining, 2008

Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008

Characterizing Game Dynamics in Two-Player Strategy Games Using Network Motifs.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Neural-Based Learning Classifier Systems.
IEEE Trans. Knowl. Data Eng., 2008

ATOMS: Air Traffic Operations and Management Simulator.
IEEE Trans. Intelligent Transportation Systems, 2008

Interleaving Guidance in Evolutionary Multi-Objective Optimization.
J. Comput. Sci. Technol., 2008

Evolving an Ensemble of Neural Networks Using Artificial Immune Systems.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008

Strategic positioning in tactical scenario planning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Computational scenario-based capability planning.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Performance analysis of elitism in multi-objective ant colony optimization algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Evolutionary Online Data Mining: An Investigation in a Dynamic Environment.
Proceedings of the Evolutionary Computation in Dynamic and Uncertain Environments, 2007

A Scenario-based Evolutionary Scheduling Approach for Assessing Future Supply Chain Fleet Capabilities.
Proceedings of the Evolutionary Scheduling, 2007

Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection.
Inf. Sec. Techn. Report, 2007

Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment.
Proceedings of the First IEEE Symposium on Artificial Life, 2007

A Temporal Risk Assessment Framework for Planning A Future Force Structure.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007

Improving the Performance of Genetic Algorithm in Capacitated Vehicle Routing Problem using Self Imposed Constraints.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Scheduling, 2007

Information Sharing in the Iterated Prisoner's Dilemma Game.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

The effect of a stochastic step length on the performance of the differential evolution algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Real time signature extraction from a supervised classifier system.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

A new local search algorithm for continuous spaces based on army ant swarm raids.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Investigating alliance dynamics using a co-evolutionary iterated prisoner's dilemma with an exit option.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Rounds Effect in Evolutionary Games.
Proceedings of the Progress in Artificial Life, Third Australian Conference, 2007

A Modified Strategy for the Constriction Factor in Particle Swarm Optimization.
Proceedings of the Progress in Artificial Life, Third Australian Conference, 2007

Ants Guide Future Pilots.
Proceedings of the Progress in Artificial Life, Third Australian Conference, 2007

2006
A Survey of Probabilistic Model Building Genetic Programming.
Proceedings of the Scalable Optimization via Probabilistic Modeling, 2006

Pareto-Optimal Approaches to Neuro-Ensemble Learning.
Proceedings of the Multi-Objective Machine Learning, 2006

Characterizing Warfare in Red Teaming.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2006

An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction.
Soft Comput., 2006

A novel mixture of experts model based on cooperative coevolution.
Neurocomputing, 2006

Land Combat Scenario Planning: A Multiobjective Approach.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

The Role of Early Stopping and Population Size in XCS for Intrusion Detection.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Dual Guidance in Evolutionary Multi-objective Optimization by Localization.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards.
Proceedings of the Simulated Evolution and Learning, 6th International Conference, 2006

Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005
Multiobjectivity and Complexity in Embodied Cognition.
IEEE Trans. Evolutionary Computation, 2005

Sub-structural Niching in Estimation of Distribution Algorithms
CoRR, 2005

Sub-Structural Niching in Non-Stationary Environments
CoRR, 2005

Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments
CoRR, 2005

Stopping criteria for ensemble of evolutionary artificial neural networks.
Appl. Soft Comput., 2005

Artificial Life Down Under.
Artificial Life, 2005

WISDOM-II: A Network Centric Model for Warfare.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Evolving agents for network centric warfare.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Sub-structural niching in estimation of distribution algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Be real! XCS with continuous-valued inputs.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

DXCS: an XCS system for distributed data mining.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Diversity as a selection pressure in dynamic environments.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Fitness inheritance for noisy evolutionary multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

A Multi-agent Simulation Study for Supply Chain Operation.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005

The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Multiobjective optimization for dynamic environments.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection.
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005

2004
An information-theoretic landscape analysis of neuro-controlled embodied organisms.
Neural Computing and Applications, 2004

Automatic Generation of Controllers for Embodied Legged Organisms: A Pareto Evolutionary Multi-Objective Approach.
Evolutionary Computation, 2004

Classification Rule Discovery with Ant Colony Optimization.
IEEE Intelligent Informatics Bulletin, 2004

Differential Evolution for Solving multiobjective Optimization Problems.
APJOR, 2004

An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction.
Proceedings of the Parallel Problem Solving from Nature, 2004

Toward an Alternative Comparison between Different Genetic Programming Systems.
Proceedings of the Genetic Programming, 7th European Conference, 2004

Grammar model-based program evolution.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004

Landscape Dynamics in Multi-agent Simulation Combat Systems.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

Sub-structural Niching in Non-stationary Environments.
Proceedings of the AI 2004: Advances in Artificial Intelligence, 2004

2003
Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms.
Neural Computation, 2003

A True Annealing Approach to the Marriage in Honey-Bees Optimization Algorithm.
International Journal of Computational Intelligence and Applications, 2003

Artificial Life: An Introduction.
International Journal of Computational Intelligence and Applications, 2003

Classification Rule Discovery with Ant Colony Optimization.
Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology (IAT 2003), 2003

Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003

Multi-objectivity as a Tool for Constructing Hierarchical Complexity.
Proceedings of the Genetic and Evolutionary Computation, 2003

Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots?
Proceedings of the Genetic and Evolutionary Computation, 2003

Tree Adjoining Grammars, Language Bias, and Genetic Programming.
Proceedings of the Genetic Programming, 6th European Conference, EuroGP 2003, 2003

Searching under Multi-evolutionary Pressures.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

The discrete gradient evolutionary strategy method for global optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2003, 8, 2003

Software Verification of Redundancy in Neuro-Evolutionary Robotics.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

Pareto Neuro-Ensembles.
Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

A Comparative Study for Domain Ontology Guided Feature Extraction.
Proceedings of the Computer Science 2003, 2003

2002
Computational intelligence techniques for decision making: with applications to the dairy industry.
PhD thesis, 2002

The Pareto Differential Evolution Algorithm.
International Journal on Artificial Intelligence Tools, 2002

An evolutionary artificial neural networks approach for breast cancer diagnosis.
Artificial Intelligence in Medicine, 2002

2001
C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees.
Knowl. Inf. Syst., 2001

A Memetic Pareto Evolutionary Approach to Artificial Neural Networks.
Proceedings of the AI 2001: Advances in Artificial Intelligence, 2001

1999
Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry.
Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999


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