Kamran Shafi

Publication Activity (10 Years)

Years Active: 2005-2020
Publications (10 Years): 23

Top Venues

Evol. Intell.

ICCMS

Pattern Anal. Appl.

IEEE Congress on Evolutionary Computation

University of New South Wales, Canberra, Australia (PHD)

Education History

University of New South Wales, Canberra, Australia

PHD

Publications

Khawar Mehmood, Daryl Essam, Kamran Shafi, Muhammad Kamran Malik
Sentiment Analysis for a Resource Poor Language - Roman Urdu. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (1) (2020)
Khawar Mehmood, Daryl Essam, Kamran Shafi, Muhammad Kamran Malik
An unsupervised lexical normalization for Roman Hindi and Urdu sentiment analysis. Inf. Process. Manag. 57 (6) (2020)
Hassan Abdelbari, Kamran Shafi
A System Dynamics Modeling Support System Based on Computational Intelligence. Syst. 7 (4) (2019)
Essam Soliman Debie, Kamran Shafi
Implications of the curse of dimensionality for supervised learning classifier systems: theoretical and empirical analyses. Pattern Anal. Appl. 22 (2) (2019)
Khawar Mehmood, Daryl Essam, Kamran Shafi, Muhammad Kamran Malik
Discriminative Feature Spamming Technique for Roman Urdu Sentiment Analysis. IEEE Access 7 (2019)
Asghar Ali, Mark Pickering, Kamran Shafi
Urdu Natural Scene Character Recognition using Convolutional Neural Networks. ASAR (2018)
Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass
EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction. SSCI (2018)
Hassan Abdelbari, Kamran Shafi
Learning Structures of Conceptual Models from Observed Dynamics Using Evolutionary Echo State Networks. J. Artif. Intell. Soft Comput. Res. 8 (2) (2018)
Hassan Abdelbari, Kamran Shafi
Sensitivity Analysis of a Causality-Informed Genetic Programming Ensemble for Inferring Dynamical Systems. ICCMS (2018)
Kamran Shafi, Saber M. Elsayed, Ruhul A. Sarker, Michael J. Ryan
Scenario-based multi-period program optimization for capability-based planning using evolutionary algorithms. Appl. Soft Comput. 56 (2017)
Kamran Shafi
A machine competence based analytical model to study trust calibration in supervised autonomous systems. ICACI (2017)
Essam Soliman Debie, Kamran Shafi, Kathryn E. Merrick, Chris Lokan
On Taxonomy and Evaluation of Feature Selection-Based Learning Classifier System Ensemble Approaches for Data Mining Problems. Comput. Intell. 33 (3) (2017)
Kamran Shafi, Hussein A. Abbass
A Survey of Learning Classifier Systems in Games [Review Article]. IEEE Comput. Intell. Mag. 12 (1) (2017)
Hassan Abdelbari, Kamran Shafi
A Genetic Programming Ensemble Method for Learning Dynamical System Models. ICCMS (2017)
Bin Zhang, Kamran Shafi, Hussein A. Abbass
On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization. Int. J. Comput. Intell. Appl. 16 (1) (2017)
Shir Li Wang, Kamran Shafi, Theam Foo Ng, Chris Lokan, Hussein A. Abbass
Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment. IEEE Trans. Emerg. Top. Comput. Intell. 1 (1) (2017)
Kathryn E. Merrick, Medria K. D. Hardhienata, Kamran Shafi, Jiankun Hu
Using game theory with intrinsic motivation to examine anti-hacking policies for autonomous systems. SSCI (2016)
Ayman Ghoneim, Kamran Shafi
The Effect of Risk Perceived Payoffs in Iterated Interdependent Security Games. ACALCI (2016)
Julien Gout, Markus Quade, Kamran Shafi, Robert K. Niven, Markus Abel
Learning Optimal Control of Synchronization in Networks of Coupled Oscillators using Genetic Programming-based Symbolic Regression. CoRR (2016)
Karthik Kuber, Masaya Nakata, Kamran Shafi
International Workshop on Evolutionary Rule-Based Machine Learning Workshop (IWERML) Welcome & Organization. GECCO (Companion) (2016)
Bin Zhang, Kamran Shafi, Hussein A. Abbass
Hybrid knowledge-based evolutionary many-objective optimization. CEC (2016)
Kathryn E. Merrick, Medria K. D. Hardhienata, Kamran Shafi, Jiankun Hu
A Survey of Game Theoretic Approaches to Modelling Decision-Making in Information Warfare Scenarios. Future Internet 8 (3) (2016)
Hassan Abdelbari, Kamran Shafi
Optimising a constrained echo state network using evolutionary algorithms for learning mental models of complex dynamical systems. IJCNN (2016)
Tim Kovacs, Muhammad Iqbal, Kamran Shafi, Ryan J. Urbanowicz
Special issue on the 20th anniversary of XCS. Evol. Intell. 8 (2-3) (2015)
Essam Soliman Debie, Kamran Shafi, Kathryn E. Merrick, Chris Lokan
An online evolutionary rule learning algorithm with incremental attribute discretization. IEEE Congress on Evolutionary Computation (2014)
Kamran Shafi, Hussein A. Abbass
Analysis of Online Signature Based Learning Classifier Systems for Noisy Environments: A Feedback Control Theoretic Approach. SEAL (2014)
Bin Zhang, Kamran Shafi, Hussein A. Abbass
Online knowledge-based evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation (2014)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Investigating Differential Evolution based rule discovery in learning classifier systems. SDE (2013)
Benn Cowen, Kamran Shafi
Fractal methods for the representation and analysis of polymorphism in malware. MilCIS (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan
REUCS-CRG: reduct based ensemble of sUpervised classifier system with combinatorial rule generation for data mining. GECCO (Companion) (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Performance analysis of rough set ensemble of learning classifier systems with differential evolution based rule discovery. Evol. Intell. 6 (2) (2013)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
An agent-based model to simulate and analyse behaviour under noisy and deceptive information. Adapt. Behav. 21 (2) (2013)
Kamran Shafi, Ryan J. Urbanowicz, Muhammad Iqbal
Special issue on advances in Learning Classifier Systems. Evol. Intell. 6 (2) (2013)
Essam Soliman Debie, Kamran Shafi, Chris Lokan, Kathryn E. Merrick
Reduct based ensemble of learning classifier system for real-valued classification problems. CIEL (2013)
Kamran Shafi, Hussein A. Abbass
Evaluation of an adaptive genetic-based signature extraction system for network intrusion detection. Pattern Anal. Appl. 16 (4) (2013)
Bin Zhang, Kamran Shafi, Hussein A. Abbass
A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem. SEAL (2012)
Kamran Shafi, Kathryn E. Merrick, Essam Soliman Debie
Evolution of Intrinsic Motives in Multi-agent Simulations. SEAL (2012)
Jian Xiong, Kamran Shafi, Hussein A. Abbass
Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling. IEEE Congress on Evolutionary Computation (2012)
Kamran Shafi, Axel Bender, Hussein A. Abbass
Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem. SEAL (2012)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise. RiTA (2012)
Bin Zhang, Kamran Shafi, Hussein A. Abbass
Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security. RiTA (2012)
Kamran Shafi, Axel Bender, Hussein A. Abbass
Fleet estimation for defence logistics using a multi-objective learning classifier system. GECCO (2011)
Kamran Shafi, Kathryn E. Merrick
A curious agent for network anomaly detection. AAMAS (2011)
Kathryn E. Merrick, Kamran Shafi
Achievement, affiliation, and power: Motive profiles for artificial agents. Adapt. Behav. 19 (1) (2011)
Kamran Shafi, Axel Bender, Hussein A. Abbass
Evolutionary dynamics of interdependent exogenous risks. IEEE Congress on Evolutionary Computation (2010)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
Robustness of neural ensembles against targeted and random Adversarial Learning. FUZZ-IEEE (2010)
Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass
Adversarial learning: the impact of statistical sample selection techniques on neural ensembles. Evol. Syst. 1 (3) (2010)
Kamran Shafi, Hussein A. Abbass
An adaptive genetic-based signature learning system for intrusion detection. Expert Syst. Appl. 36 (10) (2009)
Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu
Intrusion detection with evolutionary learning classifier systems. Nat. Comput. 8 (1) (2009)
Kamran Shafi, Hussein A. Abbass
Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection. Inf. Secur. Tech. Rep. 12 (4) (2007)
Kamran Shafi, Hussein A. Abbass, Weiping Zhu
Real time signature extraction from a supervised classifier system. IEEE Congress on Evolutionary Computation (2007)
Kamran Shafi, Hussein A. Abbass, Weiping Zhu
The Role of Early Stopping and Population Size in XCS for Intrusion Detection. SEAL (2006)
Hai Huong Dam, Kamran Shafi, Hussein A. Abbass
Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection. Australian Conference on Artificial Intelligence (2005)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kamran Shafi