Journal articles

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

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

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

Abbass HA; Bender A, 2009, 'The Pareto operating curve for risk minimization', Artificial Life and Robotics, vol. 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, vol. 38, pp. 100 - 109, http://dx.doi.org/10.1109/TSMCC.2007.905847

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

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, vol. 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, vol. 23, pp. 44 - 63, http://dx.doi.org/10.1007/s11390-008-9114-2

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

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

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

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

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

Yang A; Abbass HA; Sarker R, 2006, 'Characterizing Warfare in Red Teaming', IEEE Transactions on Systems Man and Cybernetics Part B - Cybernetics, vol. 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, vol. 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), vol. 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, vol. 11, pp. 171 - 179

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

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

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

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

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

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

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

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

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

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, vol. 3, pp. 199 - 208

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

Abbass HA, 2002, 'An evolutionary artificial neural networks approach for breast cancer diagnosis', Artificial Intelligence in Medicine, vol. 25, pp. 265 - 281, http://dx.doi.org/10.1016/S0933-3657(02)00028-3

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

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

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

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

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, vol. 8, pp. 107 - 119, http://dx.doi.org/10.1111/1475-3995.00009

Abbass HA; Towsey M; Finn G, 2001, 'C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees', Knowledge and Information Systems, vol. 5, pp. 184 - 197, http://dx.doi.org/10.1007/PL00011665

Wang B; Mckay RI; Abbass HA; Barlow MG, 2001, 'Domain Ontology Guided Feature-Selection for Document Categorization', Australian Journal of Intelligent Information Processing Systems, vol. 7, pp. 102 - 109

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

Abbass HA; Wiggen G; Lakshmanan R; Morton B, 1999, 'Constraint logic programming as a paradigm for heat exchanger network retrofit', International Journal of Computers and Chemical Engineering

COUTLEE F; BOBO L; ABBASS H; DALABETTA G; HOOK NE; SHAH K; VISCIDI RP, 1992, 'DETECTION OF HPV-16 IN CELL-LINES AND CERVICAL LAVAGE SPECIMENS BY A POLYMERASE CHAIN-REACTION ENZYME-IMMUNOASSAY ASSAY', JOURNAL OF MEDICAL VIROLOGY, vol. 37, pp. 22 - 29, http://dx.doi.org/10.1002/jmv.1890370105

Hepworth A; yaxley K; Baxter D; Joiner K; Abbass H, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', , http://dx.doi.org/10.36227/techrxiv.12834002.v2

Hepworth A; yaxley K; Baxter D; Joiner K; Abbass H, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', , http://dx.doi.org/10.36227/techrxiv.12834002

Hepworth A; yaxley K; Baxter D; Joiner K; Abbass H, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', , http://dx.doi.org/10.36227/techrxiv.12834002.v1

Nguyen TD; Kasmarik KE; Abbass HA, 'Q-Learning with Differential Entropy of Q-Tables', , http://arxiv.org/abs/2006.14795v1

Nguyen HT; Nguyen TD; Tran VP; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass HA, 'Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding', , http://arxiv.org/abs/2004.11543v4

Nguyen TD; Kasmarik KE; Abbass HA, 'Towards Interpretable Deep Neural Networks: An Exact Transformation to Multi-Class Multivariate Decision Trees', , http://arxiv.org/abs/2003.04675v2

Abbass H; Harvey J; Yaxley K, 'Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents', , http://arxiv.org/abs/1812.08960v1

Conference Papers

Hepworth AJ; Yaxley KJ; Baxter DP; Joiner KF; Abbass H, 2020, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2217 - 2224, http://dx.doi.org/10.1109/SSCI47803.2020.9308537

Nguyen HT; Garratt M; Bui LT; Abbass H, 2020, 'Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise during Swarm Guidance', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 2257 - 2264, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308448

Hepworth A; Yaxley K; Baxter DH; Joiner K; Abbass H, 2020, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures (submitted, preprint online)', IEEE, Canberra, Australia, presented at 2020 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE, Canberra, Australia, 01 December 2020 - 03 December 2020, https://www.techrxiv.org/articles/preprint/Tracking_Footprints_in_a_Swarm_Information-Theoretic_and_Spatial_Centre_of_Influence_Measures/12834002/1

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