By Professor Hussein Abbass

Journal articles

Leu G; Curtis NJ; Abbass HA, 2014, 'Society of Mind cognitive agent architecture applied to drivers adapting in a traffic context', Adaptive Behavior, 22, pp. 123 - 145, http://dx.doi.org/10.1177/1059712313509652

Xiong J; Liu J; Chen Y; Abbass H, 2014, 'A Knowledge-based Evolutionary Multi-objective Approach for Stochastic Extended Resource Investment Project Scheduling Problems', IEEE Transactions on Evolutionary Computation, 18, pp. 742 - 763, http://dx.doi.org/10.1109/TEVC.2013.2283916

Nguyen L; Bui LT; Abbass HA, 2014, 'DMEA-II: the direction-based multi-objective evolutionary algorithm-II', Soft Computing, 18, pp. 2119 - 2134, http://dx.doi.org/10.1007/s00500-013-1187-3

Leu G; Tang J; Abbass H, 2014, 'On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku', , pp. 571 - 578, http://dx.doi.org/10.1007/978-3-319-12643-2_69

Abbass HA; Tang J; Amin R; Ellejmi M; Kirby S, 2014, 'The computational air traffic control brain: Computational red teaming and big data for real-time seamless brain-traffic integration', Journal of Air Traffic Control, 52, pp. 10 - 17, http://www.atca.org/journal

Leu G; Curtis NJ; Abbass H, 2013, 'Modeling and simulation of road traffic behavior: Artificial drivers with personality and emotions', Journal of Advanced Computational Intelligence and Intelligent Informatics, 17, pp. 851 - 861, http://dx.doi.org/10.20965/jaciii.2013.p0851

Wang S; Shafi K; Lokan CJ; Abbass HA, 2013, 'An agent-based model to simulate and analyse behaviour under noisy and deceptive information', Adaptive Behavior, 21, pp. 96 - 117, http://dx.doi.org/10.1177/1059712312472212

Abbass HA; Tucek DC; Kirby S; Ellejmi M, 2013, 'Brain Traffic Integration', Air Traffic Technology International, pp. 34 - 39

Zhao W; Alam S; Abbass HA, 2013, 'Evaluating ground-air network vulnerabilities in an integrated terminal maneuvering area using co-evolutionary computational red teaming', Transportation Research Part C - Emerging Technologies, 29, pp. 32 - 54, http://dx.doi.org/10.1016/j.trc.2012.12.003

Alam S; Lokan CJ; Aldis GK; Barry SI; Butcher R, 2013, 'Systemic identification of airspace collision risk tipping points using an evolutionary multi-objective scenario-based methodology', Transportation Research Part C - Emerging Technologies, 35, pp. 57 - 84, http://dx.doi.org/10.1016/j.trc.2013.05.010

Bui VQ; pham V; Iorio A; Tang J; Alam S; Abbass HA, 2012, 'Bio-inspired robotics for air traffic weather information management', Transactions of the Institute of Measurement and Control, Online, 34, pp. 291 - 317, http://dx.doi.org/10.1177/0142331210366688

Alam S; Zhao W; Tang J; Lokan CJ; Ellejmi M; Kirby S; Abbass HA, 2012, 'Discovering Delay Patterns in Arrival Traffic with Dynamic Continuous Descent Approaches using Co-Evolutionary Red Teaming', Air Traffic Control Quaterly, 20, pp. 47 - 72, http://www.atca.org/atca/files/ccLibraryFiles/Filename/000000000707/Abstracts%2020-1.pdf

Abbass HA; Leu G; Curtis N, 2012, 'Modeling and Evolving Human Behaviors and Emotions in Road Traffic Networks', Procedia - Social and Behavioral Sciences, 54, pp. 999 - 1009, http://dx.doi.org/10.1016/j.sbspro.2012.09.815

Liu J; Abbass HA; Green DG, 2012, 'Motif Difficulty (MD): A Novel Predictive Measure of Problem Difficulty for Evolutionary Algorithms based on Network Motifs', Evolutionary Computation, 20, pp. 1 - 27, http://dx.doi.org/10.1162/EVCO_a_00045

Bui LT; Abbass HA; Barlow MG; Bender A, 2012, 'Robustness against the decision-maker's attitude to risk in problems with conflicting objectives', IEEE Transactions on Evolutionary Computation, 16, pp. 1 - 19, http://dx.doi.org/10.1109/TEVC.2010.2051443

Shafi K; Bender A; Zhong W; Abbass HA, 2012, 'Spatio-temporal dynamics of security investments in an interdependent risk environment', Physica A - Statistical Mechanics and Its Applications, 391, pp. 5004 - 5017, http://dx.doi.org/10.1016/j.physa.2012.05.020

Tang J; Alam S; Lokan CJ; Abbass HA, 2011, 'A multi-objective approach for Dynamic Airspace Sectorization using agent based and geometric models', Transportation Research Part C - Emerging Technologies, 21, pp. 89 - 121, http://dx.doi.org/10.1016/j.trc.2011.08.008

Abbass HA; Bender A; Gaidow G; Whitbread P, 2011, 'Computational red teaming: past, present and future', IEEE Computational Intelligence Magazine, 6, pp. 30 - 42, http://dx.doi.org/10.1109/MCI.2010.939578

Bui LT; Liu J; Bender A; Barlow MG; Wesolkowski S; Abbass HA, 2011, 'DMEA: a direction-based multiobjective evolutionary algorithm', Memetic Computing, 3, pp. 271 - 285, http://dx.doi.org/10.1007/s12293-011-0072-9

Shafi K; Abbass HA, 2011, 'Evaluation of an Adaptive Genetic-Based Signature Extraction System for Network Intrusion Detection', Pattern Analysis and Applications, pp. 1 - 18, http://dx.doi.org/10.1007/s10044-011-0255-5

Liu J; Abbass HA; Zhong W; Green DG, 2011, 'Local-global interaction and the emergence of scale-free networks with community structures', Artificial Life, 17, pp. 263 - 279, http://dx.doi.org/10.1162/artl_a_00038

Zhong W; Abbass HA; Liu J; Bender A, 2011, 'Mixed Strategy and Coevolution Dynamics in Social Networks', Physica A - Statistical Mechanics and Its Applications, 390, pp. 410 - 417, http://dx.doi.org/10.1016/j.physa.2010.09.031

Alam S; Nguyen MH; Abbass HA; Lokan C; Ellejmi M; Kirby S, 2011, 'Multi-aircraft dynamic continuous descent approach methodology for low-noise and emission guidance', Journal of Aircraft, 48, pp. 1225 - 1237, http://dx.doi.org/10.2514/1.C031241

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

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