By Professor Hussein Abbass

Journal articles

Abbass HA; Petraki E, 2011, 'The causes for no causation: A computational perspective', Information Knowledge Systems Management, 10, pp. 51 - 74, http://dx.doi.org/10.3233/iks-2012-0185

Barbosa B; Bui LT; Abbass HA; Aguirre L; Braga AP, 2011, 'The use of coevolution and the artificial immune system for ensemble learning', Soft Computing, 15, pp. 1745 - 1747, http://dx.doi.org/10.1007/s00500-010-0613-z

Wang S; Shafi K; Lokan CJ; Abbass HA, 2010, 'Adversarial learning: the impact of statistical sample selection techniques on neural ensembles', Evolving Sytems, 1, pp. 181 - 197, http://dx.doi.org/10.1007/s12530-010-9013-y

Pham V; Tang J; Alam S; Lokan CJ; Abbass HA, 2010, 'Aviation emission inventory development and analysis', Environmental Modelling and Software, Volume 25, pp. 1738 - 1753, http://dx.doi.org/10.1016/j.envsoft.2010.04.004

BUI LT; BARLOW M; ABBASS HA, 2009, 'A MULTI-OBJECTIVE RISK-BASED FRAMEWORK FOR MISSION CAPABILITY PLANNING', New Mathematics and Natural Computation, 05, pp. 459 - 485

Bui LT; Barlow MG; Abbass HA, 2009, 'A Multi-Objective Risk-Based Framework for Mission Capability Planning', New Mathematics and Natural Computation, 5, pp. 459 - 485, http://dx.doi.org/10.1142/S1793005709001428

Rojanavasu P; Dam HH; Abbass HA; Lokan CJ; Pinngern O, 2009, 'A self-organized, distributed, and adaptive rule-based induction system', IEEE Transactions on Neural Networks, 20, pp. 446 - 459, http://dx.doi.org/10.1109/TNN.2008.2008334

Shafi K; Abbass HA, 2009, 'An adaptive genetic-based signature learning system for intrusion detection', Expert Systems with Applications. An International Journal, 36, pp. 12036 - 12043, http://dx.doi.org/10.1016/j.eswa.2009.03.036

Alam S; Shafi K; Abbass HA; Barlow MG, 2009, 'An ensemble approach for conflict detection in Free Flight by data mining', Transportation Research Part C - Emerging Technologies, 17, pp. 298 - 317, http://dx.doi.org/10.1016/j.trc.2008.12.002

Lennon P; Kinghorn B; Abbass HA, 2009, 'Cyclic Genotyping Strategies. III: A Comparison of Predictive Methods for group genotyping', Journal of Animal Breeding and Genetics, 126, pp. 117 - 126

Quek H; Tan KC; Goh C; Abbass HA, 2009, 'Evolution and incremental learning in the iterated prisoner`s dilemma', IEEE Transactions on Evolutionary Computation, 13, pp. 303 - 320, http://dx.doi.org/10.1109/TEVC.2008.2003009

Quek H; Tan KC; Abbass HA, 2009, 'Evolutionary game theoretic approach for modeling civil violence', IEEE Transactions on Evolutionary Computation, 13, pp. 780 - 800, http://dx.doi.org/10.1109/TEVC.2009.2019826

Kovacs T; Abbass HA; Zhu W; Shafi K, 2009, 'Intrusion detection with evolutionary learning classifier systems', Natural Computing, 8, pp. 3 - 27, http://dx.doi.org/10.1007/s11047-007-9053-9

Bui LT; Abbass HA; Essam D, 2009, 'Local models-an approach to distributed multi-objective optimization', Computational Optimization and Applications, 42, pp. 105 - 139, http://dx.doi.org/10.1007/s10589-007-9119-8

Bui LT; Abbass HA; Essam D, 2009, 'Localization for solving noisy multi-objective optimization problems', Evolutionary Computation, 17, pp. 379 - 409, http://dx.doi.org/10.1162/evco.2009.17.3.379

Abbass HA; Alam S; Bender A, 2009, 'MEBRA: Multiobjective evolutionary-based risk assessment', IEEE Computational Intelligence Magazine, 4, pp. 29 - 36, http://dx.doi.org/10.1109/MCI.2009.933098

Abbass HA; Bender A, 2009, 'The Pareto operating curve for risk minimization', Artificial Life and Robotics, 14, pp. 449 - 452

Nguyen MH; Abbass HA; Mckay RI, 2008, 'Analysis of CCME: Coevolutionary dynamics, automatic problem decomposition, and regularization', IEEE Transactions on Systems Man and Cybernetics Part C - Applications and Reviews, 38, pp. 100 - 109, http://dx.doi.org/10.1109/TSMCC.2007.905847

Alam S; Abbass HA; Barlow MG, 2008, 'ATOMS: Air Traffic Operations and Management Simulator', IEEE Transactions on Intelligent Transportation, 9, pp. 209 - 225, http://dx.doi.org/10.1109/TITS.2008.922877

Ghoneim A; Abbass HA; Barlow MG, 2008, 'Characterizing game dynamics in two-player strategy games using network motifs', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, 38, pp. 682 - 690, http://dx.doi.org/10.1109/TSMCB.2008.918570

Bui LT; Deb K; Abbass HA; Essam D, 2008, 'Interleaving Guidance in Evolutionary Multi-Objective Optimization', Journal of Computer Science and Technology, 23, pp. 44 - 63, http://dx.doi.org/10.1007/s11390-008-9114-2

Dam HH; Abbass HA; Lokan CJ; Yao X, 2008, 'Neural-based Learning Classifier Systems', IEEE Transactions on Knowledge and Data Engineering, 20, pp. 26 - 39, http://dx.doi.org/10.1109/TKDE.2007.190671

Badham JM; Abbass HA; Stocker RC, 2008, 'Parameterisation of Keeling's network generation algorithm', Journal of Theoretical Population Biology, 74, pp. 161 - 166, http://dx.doi.org/10.1016/j.tpb.2008.06.002

Shafi K; Abbass HA, 2007, 'Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection', Information Security Technical Report, 12, pp. 209 - 217, http://dx.doi.org/10.1016/j.istr.2007.09.001

Nguyen MH; Abbass HA; Mckay RI, 2006, 'A Novel Mixture of Experts Model Based on Cooperative Coevolution', Neurocomputing, 1-3, pp. 155 - 163, http://dx.doi.org/10.1016/j.neucom.2006.04.009

Abbass HA, 2006, 'An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction', Soft Computing, 10, pp. 687 - 698, http://dx.doi.org/10.1007/s00500-005-0530-8

Yang A; Abbass HA; Sarker R, 2006, 'Characterizing Warfare in Red Teaming', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, 36, pp. 268 - 285, http://dx.doi.org/10.1109/TSMCB.2005.855569

Teo J; Abbass HA, 2005, 'Multiobjectivity and complexity in embodied cognition', IEEE Transactions on Evolutionary Computation, 9, pp. 337 - 360, http://dx.doi.org/10.1109/TEVC.2005.846902

Nguyen MH; Abbass HA; Mckay RI, 2005, 'Stopping criteria for ensemble of evolutionary artificial neural networks', Applied soft computing : the official journal of the World Federation on Soft Computing (WFSC), 6, pp. 100 - 107, http://dx.doi.org/10.1016/j.asoc.2004.12.005

Jiang QS; Sarker R; Abbass HA, 2005, 'Tracking Moving Objects and the Non stationary Travelling Salesman Problem', Complexity International: An electronic journal of complex systems research, 11, pp. 171 - 179

Teo J; Abbass HA, 2004, 'An Information-Theoretic Landscape Analysis of Neuro-Controlled Embodied Organisms', Neural Computing and Applications, 31, pp. 80 - 89, http://dx.doi.org/10.1007/s00521-003-0395-7

Teo J; Abbass HA, 2004, 'An information-theoretic landscape analysis of neuro-controlledembodied organisms', Neural Computing and Applications, 13, pp. 80 - 89

Teo J; Abbass HA, 2004, 'Automatic generation of controllers for embodied legged organisms: Apareto evolutionary multi-objective approach', Evolutionary Computation, 12, pp. 355 - 394, http://dx.doi.org/10.1162/1063656041774974

Mckay RI; Abbass HA; Liu B, 2004, 'Classification Rule Discovery with ANT Colony Optimization', The IEEE Computational Intelligence Bulletin, 3, pp. 31 - 35

Sarker R; Abbass HA, 2004, 'Differential Evolution for Solving Multi-objective Optimization Problems', Asia-Pacific Journal of Operational Research, 21, pp. 225 - 240, http://dx.doi.org/10.1142/s0217595904000217

SARKER R; ABBASS HA, 2004, 'DIFFERENTIAL EVOLUTION FOR SOLVING MULTIOBJECTIVE OPTIMIZATION PROBLEMS', Asia-Pacific Journal of Operational Research, 21, pp. 225 - 240

Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution Estimation with Grammar Models', Complexity International: An electronic journal of complex systems research, 11, pp. 191 - 205

Teo J; Abbass HA, 2003, 'A True Annealing Approach to the Marriage in Honey Bees Optimization Alogrithms', The International Journal of Computational Intelligence and Applications, 3, pp. 199 - 208

MCKAY RBI; ABBASS HA, 2003, 'ARTIFICIAL LIFE: AN INTRODUCTION', International Journal of Computational Intelligence and Applications, 03, pp. 143 - 144, http://dx.doi.org/10.1142/s1469026803000884

Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Algorithms for a large Scale Dynamic Allocation problem', Journal of Applied Systems Scienc, 4

Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Alogrithms for a Large Scale Dynamic Allocation Problem', Journal of Applied System Studies (JASS), 4

Teo J; Abbass HA, 2003, 'Search Space Difficulty of Evolutionary Neuro Controlled Legged Robots', International Journal of Knowledge-Based Intelligent Engineering Systems, 7, pp. 149 - 156

Abbass HA, 2003, 'Speeding up backpropagation using multi objective Evolutionary Algorithms', Neural Computation, 15, pp. 2705 - 2726, http://dx.doi.org/10.1162/089976603322385126

Abbass HA, 2002, 'An agent based approach to 3-SAT using marriage in honey-bees optimization', International Journal of Knowledge-Based Intelligent Engineering Systems, 6, pp. 64 - 71

Abbass HA, 2002, 'An evolutionary artificial neural networks approach for breast cancer diagnosis', Artificial Intelligence in Medicine, 25, pp. 265 - 281

Mckay RI; Abbass HA, 2002, 'Anti-Correlation: A Diversity Promoting Mechanism in Ensemble Learning', Australian Journal of Intelligent Information Processing Systems, 7, pp. 139 - 149

Wang B; Mckay RI; Abbass HA; Barlow MG, 2002, 'Domain Ontology Guided Feature-Selection for Document Categorisation', Australian Journal of Intelligent Information Processing Systems, 7, pp. 102 - 109

Abbass HA; Sarker R, 2002, 'The pareto differential evolution algorithm', International Journal on Artificial Intelligence Tools, 11, pp. 531 - 552, http://dx.doi.org/10.1142/s0218213002001039

Abbass HA; Towsey M; Finn G; Kozan E, 2001, 'A meta-representation for integrating operational research and artificial intelligence in an intelligent decision support paradigm', International Transactions in Operational Research, 8, pp. 107 - 119, http://dx.doi.org/10.1111/1475-3995.00009

Mckay RI; Abbass HA, 2001, 'Anti-Correlation: A Diversity Promoting Mechanisms in Ensemble Learning', Australian Journal of Intelligent Information Processing Systems, 7, pp. 139 - 149

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