Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection. - Hai Huong Dam; Kamran Shafi; Hussein A. Abbass (Australian Conference on Artificial Intelligence, 2005)

The Role of Early Stopping and Population Size in XCS for Intrusion Detection. - Kamran Shafi; Hussein A. Abbass; Weiping Zhu 001 (SEAL, 2006)

Real time signature extraction from a supervised classifier system. - Kamran Shafi; Hussein A. Abbass; Weiping Zhu 001 (IEEE Congress on Evolutionary Computation, 2007)

Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection. - Kamran Shafi; Hussein A. Abbass (Inf. Secur. Tech. Rep., 2007)

An online and adaptive signature-based approach for intrusion detection using learning classifier systems. - Kamran Shafi (2008)

An adaptive genetic-based signature learning system for intrusion detection. - Kamran Shafi; Hussein A. Abbass (Expert Syst. Appl., 2009)

Intrusion detection with evolutionary learning classifier systems. - Kamran Shafi; Tim Kovacs; Hussein A. Abbass; Weiping Zhu 001 (Nat. Comput., 2009)

Evolutionary dynamics of interdependent exogenous risks. - Kamran Shafi; Axel Bender; Hussein A. Abbass (IEEE Congress on Evolutionary Computation, 2010)

Robustness of neural ensembles against targeted and random Adversarial Learning. - Shir Li Wang; Kamran Shafi; Chris Lokan; Hussein A. Abbass (FUZZ-IEEE, 2010)

Adversarial learning: the impact of statistical sample selection techniques on neural ensembles. - Shir Li Wang; Kamran Shafi; Chris Lokan; Hussein A. Abbass (Evol. Syst., 2010)

A curious agent for network anomaly detection. - Kamran Shafi; Kathryn E. Merrick (AAMAS, 2011)

Fleet estimation for defence logistics using a multi-objective learning classifier system. - Kamran Shafi; Axel Bender; Hussein A. Abbass (GECCO, 2011)

Achievement, affiliation, and power: Motive profiles for artificial agents. - Kathryn E. Merrick; Kamran Shafi (Adapt. Behav., 2011)

Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling. - Jian Xiong 002; Kamran Shafi; Hussein A. Abbass (IEEE Congress on Evolutionary Computation, 2012)

Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise. - Shir Li Wang; Kamran Shafi; Chris Lokan; Hussein A. Abbass (RiTA, 2012)

Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security. - Bin Zhang 019; Kamran Shafi; Hussein A. Abbass (RiTA, 2012)

Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem. - Kamran Shafi; Axel Bender; Hussein A. Abbass (SEAL, 2012)

Evolution of Intrinsic Motives in Multi-agent Simulations. - Kamran Shafi; Kathryn E. Merrick; Essam Soliman Debie (SEAL, 2012)

A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem. - Bin Zhang 019; Kamran Shafi; Hussein A. Abbass (SEAL, 2012)

Reduct based ensemble of learning classifier system for real-valued classification problems. - Essam Soliman Debie; Kamran Shafi; Chris Lokan; Kathryn E. Merrick (CIEL, 2013)

REUCS-CRG: reduct based ensemble of sUpervised classifier system with combinatorial rule generation for data mining. - Essam Soliman Debie; Kamran Shafi; Chris Lokan (GECCO (Companion), 2013)

Fractal methods for the representation and analysis of polymorphism in malware. - Benn Cowen; Kamran Shafi (MilCIS, 2013)

Investigating Differential Evolution based rule discovery in learning classifier systems. - Essam Soliman Debie; Kamran Shafi; Chris Lokan; Kathryn E. Merrick (SDE, 2013)

An agent-based model to simulate and analyse behaviour under noisy and deceptive information. - Shir Li Wang; Kamran Shafi; Chris Lokan; Hussein A. Abbass (Adapt. Behav., 2013)

Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery. - Essam Soliman Debie; Kamran Shafi; Chris Lokan; Kathryn E. Merrick (Evol. Intell., 2013)

Special issue on advances in Learning Classifier Systems. - Kamran Shafi; Ryan J. Urbanowicz; Muhammad Iqbal 001 (Evol. Intell., 2013)

Evaluation of an adaptive genetic-based signature extraction system for network intrusion detection. - Kamran Shafi; Hussein A. Abbass (Pattern Anal. Appl., 2013)

Online knowledge-based evolutionary multi-objective optimization. - Bin Zhang 019; Kamran Shafi; Hussein A. Abbass (IEEE Congress on Evolutionary Computation, 2014)

An online evolutionary rule learning algorithm with incremental attribute discretization. - Essam Soliman Debie; Kamran Shafi; Kathryn E. Merrick; Chris Lokan (IEEE Congress on Evolutionary Computation, 2014)

Analysis of Online Signature Based Learning Classifier Systems for Noisy Environments: A Feedback Control Theoretic Approach. - Kamran Shafi; Hussein A. Abbass (SEAL, 2014)

Special issue on the 20th anniversary of XCS. - Tim Kovacs; Muhammad Iqbal 001; Kamran Shafi; Ryan J. Urbanowicz (Evol. Intell., 2015)

The Effect of Risk Perceived Payoffs in Iterated Interdependent Security Games. - Ayman Ghoneim; Kamran Shafi (ACALCI, 2016)

Hybrid knowledge-based evolutionary many-objective optimization. - Bin Zhang 019; Kamran Shafi; Hussein A. Abbass (CEC, 2016)

International Workshop on Evolutionary Rule-Based Machine Learning Workshop (IWERML) Welcome & Organization. - Karthik Kuber; Masaya Nakata; Kamran Shafi (GECCO (Companion), 2016)

Optimising a constrained echo state network using evolutionary algorithms for learning mental models of complex dynamical systems. - Hassan Abdelbari; Kamran Shafi (IJCNN, 2016)

Using game theory with intrinsic motivation to examine anti-hacking policies for autonomous systems. - Kathryn E. Merrick; Medria K. D. Hardhienata; Kamran Shafi; Jiankun Hu (SSCI, 2016)

Learning Optimal Control of Synchronization in Networks of Coupled Oscillators using Genetic Programming-based Symbolic Regression. - Julien Gout; Markus Quade; Kamran Shafi; Robert K. Niven; Markus Abel (CoRR, 2016)

A Survey of Game Theoretic Approaches to Modelling Decision-Making in Information Warfare Scenarios. - Kathryn E. Merrick; Medria K. D. Hardhienata; Kamran Shafi; Jiankun Hu (Future Internet, 2016)

A machine competence based analytical model to study trust calibration in supervised autonomous systems. - Kamran Shafi (ICACI, 2017)

A Genetic Programming Ensemble Method for Learning Dynamical System Models. - Hassan Abdelbari; Kamran Shafi (ICCMS, 2017)

Scenario-based multi-period program optimization for capability-based planning using evolutionary algorithms. - Kamran Shafi; Saber M. Elsayed; Ruhul A. Sarker; Michael J. Ryan (Appl. Soft Comput., 2017)

On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier System Ensemble Approaches for Data Mining Problems. - Essam Soliman Debie; Kamran Shafi; Kathryn E. Merrick; Chris Lokan (Comput. Intell., 2017)

A Survey of Learning Classifier Systems in Games [Review Article]. - Kamran Shafi; Hussein A. Abbass (IEEE Comput. Intell. Mag., 2017)

On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization. - Bin Zhang 019; Kamran Shafi; Hussein A. Abbass (Int. J. Comput. Intell. Appl., 2017)

Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment. - Shir Li Wang; Kamran Shafi; Theam Foo Ng; Chris Lokan; Hussein A. Abbass (IEEE Trans. Emerg. Top. Comput. Intell., 2017)

Urdu Natural Scene Character Recognition using Convolutional Neural Networks. - Asghar Ali; Mark Pickering; Kamran Shafi (ASAR, 2018)

Sensitivity Analysis of a Causality-Informed Genetic Programming Ensemble for Inferring Dynamical Systems. - Hassan Abdelbari; Kamran Shafi (ICCMS, 2018)

EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction. - Min Wang 009; Aya Hussein; Raul Fernandez Rojas; Kamran Shafi; Hussein A. Abbass (SSCI, 2018)

Learning Structures of Conceptual Models from Observed Dynamics Using Evolutionary Echo State Networks. - Hassan Abdelbari; Kamran Shafi (J. Artif. Intell. Soft Comput. Res., 2018)

Discriminative Feature Spamming Technique for Roman Urdu Sentiment Analysis. - Khawar Mehmood; Daryl Essam; Kamran Shafi; Muhammad Kamran Malik (IEEE Access, 2019)

Implications of the curse of dimensionality for supervised learning classifier systems: theoretical and empirical analyses. - Essam Soliman Debie; Kamran Shafi (Pattern Anal. Appl., 2019)

A System Dynamics Modeling Support System Based on Computational Intelligence. - Hassan Abdelbari; Kamran Shafi (Syst., 2019)

An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis. - Khawar Mehmood; Daryl Essam; Kamran Shafi; Muhammad Kamran Malik (Inf. Process. Manag., 2020)

Sentiment Analysis for a Resource Poor Language - Roman Urdu. - Khawar Mehmood; Daryl Essam; Kamran Shafi; Muhammad Kamran Malik (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020)