Hussein Abbass

Professor

Hussein Abbass is a Professor with the School of Engineering and Information Technology.

More information about Prof. Hussein Abbass can be found in his personal webpage at

www.husseinabbass.net

If interested in Computational Red Teaming, please click HERE

 

If interested in Trusted Autonomy, please click HERE

 

Prof. Abbass has collaborated with many colleagues at UNSW including Dr. Sreenatha Anavatti, Dr. Michael (Spike) Barlow, A/Prof. Matthew Garratt, A/Prof. Chris Lokan, Dr. Robert (Bob) McKay, A/Prof. Kathryn Kasmarik, Prof. Ruhul Sarker, Dr. Hemant Singh, Dr. Saber ElSayed, Dr Essam Debie, Dr. Jiangjun Tang, Dr. Heba El-Fiqi

Journal articles
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Yaxley KJ; Joiner K; Abbass H, 2021, 'Drone approach parameters leading to lower stress sheep flocking and movement: Sky Shepherding', Scientific Reports, vol. 11, pp. 1 - 9, http://dx.doi.org/10.1038/s41598-021-87453-y
2021
El-Fiqi H; Wang M; Kasmarik K; Bezerianos A; TAN KC; Abbass H, 2021, 'Weighted Gate Layer Autoencoders', IEEE Transactions on Cybernetics, http://dx.doi.org/10.1109/TCYB.2021.3049583
2021
Debie E; El-Fiqi H; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Autonomous recommender system for reconnaissance tasks using a swarm of UAVs and asynchronous shepherding', Human-Intelligent Systems Integration, http://dx.doi.org/10.1007/s42454-020-00024-w
2021
Abbass H, 2020, 'Interview with Founding Editor-in-Chief of IEEE Transactions on Artificial Intelligence', IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, vol. 15, pp. 4 - 8, http://dx.doi.org/10.1109/MCI.2020.2998228
2020
Hussein A; Elsawah S; Abbass HA, 2020, 'Trust Mediating Reliability–Reliance Relationship in Supervisory Control of Human–Swarm Interactions', Human Factors, vol. 62, pp. 1237 - 1248, http://dx.doi.org/10.1177/0018720819879273
2020
Hussein A; Elsawah S; Abbass HA, 2020, 'The reliability and transparency bases of trust in human-swarm interaction: principles and implications', Ergonomics, vol. 63, pp. 1116 - 1132, http://dx.doi.org/10.1080/00140139.2020.1764112
2020
El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass HA, 2020, 'The Limits of Reactive Shepherding Approaches for Swarm Guidance', IEEE Access, vol. 8, pp. 214658 - 214671, http://dx.doi.org/10.1109/ACCESS.2020.3037325
2020
Long NK; Sammut K; Sgarioto D; Garratt M; Abbass HA, 2020, 'A Comprehensive review of shepherding as a bio-inspired swarm-robotics guidance approach', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 4, pp. 523 - 537, http://dx.doi.org/10.1109/TETCI.2020.2992778
2020
Dam T; Anavatti SG; Abbass HA, 2020, 'Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, pp. 1 - 5, http://dx.doi.org/10.1109/LGRS.2020.3041864
2020
Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Electroencephalographic Workload Indicators During Teleoperation of an Unmanned Aerial Vehicle Shepherding a Swarm of Unmanned Ground Vehicles in Contested Environments', Frontiers in Neuroscience, vol. 14, http://dx.doi.org/10.3389/fnins.2020.00040
2020
Vahidnia S; Abbasi A; Abbass H, 2020, 'A Framework for Understanding the Dynamics of Science: A Case Study on AI', Procedia Computer Science, http://dx.doi.org/10.1016/j.procs.2020.10.082
2020
Hepworth AJ; Baxter DP; Hussein A; Yaxley KJ; Debie E; Abbass HA, 2020, 'Human-swarm-teaming transparency and trust architecture', IEEE/CAA Journal of Automatica Sinica, http://dx.doi.org/10.1109/JAS.2020.1003545
2020
Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, vol. 105, pp. 107381 - 107381, http://dx.doi.org/10.1016/j.patcog.2020.107381
2020
Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjel R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2194 - 2201, http://dx.doi.org/10.1109/SSCI47803.2020.9308572
2020
2020, 'IEEE SSCI 2020', IEEE Computational Intelligence Magazine, vol. 15, pp. C4 - C4, http://dx.doi.org/10.1109/mci.2020.2998307
2020
Debie E; Fernandez Rojas R; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2019, 'Multi-Modal Fusion for Objective Assessment of Cognitive Workload: A Review', IEEE Transactions on Cybernetics
2019
Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, vol. 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403
2019
Fernandez-Rojas R; Perry A; Singh H; Campbell B; Elsayed S; Hunjet R; Abbass HA, 2019, 'Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey', IEEE Access, vol. 7, pp. 33304 - 33328, http://dx.doi.org/10.1109/ACCESS.2019.2902812
2019
El-Fiqi H; Petraki E; Abbass HA, 2019, 'Network motifs for translator stylometry identification', PLoS ONE, vol. 14, pp. e0211809, http://dx.doi.org/10.1371/journal.pone.0211809
2019
Abbass HA, 2019, 'Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy Trust', Cognitive Computation, vol. 11, pp. 159 - 171, http://dx.doi.org/10.1007/s12559-018-9619-0
2019
Tang J; Leu G; Abbass HA, 2018, 'Networking the Boids Is More Robust Against Adversarial Learning', IEEE Transactions on Network Science and Engineering, vol. 5, pp. 141 - 155, http://dx.doi.org/10.1109/TNSE.2017.2745108
2018
Abbass HA; Fogel GB; Fidock J, 2018, 'Corrections to: Guest Editorial: Special Issue on Human-Machine Symbiosis (IEEE Transactions on Emerging Topics in Computational Intelligence (2018) 2:4 (246-248) DOI: 10.1109/TETCI.2018.2853518)', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 2, pp. 410, http://dx.doi.org/10.1109/TETCI.2018.2867053
2018
Keshk M; Singh H; Abbass H, 2018, 'Automatic estimation of differential evolution parameters using Hidden Markov Models', Evolutionary Intelligence, vol. 10, pp. 77 - 93, http://dx.doi.org/10.1007/s12065-018-0153-5
2018
Wang K; Bui V; Petraki E; Abbass H, 2018, 'Human–Guided Evolutionary Story Narration', IEEE Access, vol. 99, pp. 13783 - 13802, http://dx.doi.org/10.1109/ACCESS.2018.2797879
2018
Yang Z; Merrick K; Abbass H, 2018, 'Hierarchical Deep Reinforcement Learning for Continuous Action Control', IEEE Transactions on Neural Networks and Learning Systems, vol. 29, pp. 5174 - 5184, http://dx.doi.org/10.1109/TNNLS.2018.2805379
2018
Goh SK; Abbass HA; Tan KC; Al-Mamun A; Thakor N; Bezerianos A; Li J, 2018, 'Spatio-spectral representation learning for electroencephalographic gait-pattern classification', IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, pp. 1858 - 1867, http://dx.doi.org/10.1109/TNSRE.2018.2864119
2018
Xiao M; Cai K; Abbass HA, 2018, 'Hybridized encoding for evolutionary multi-objective optimization of air traffic network flow: A case study on China', Transportation Research Part E: Logistics and Transportation Review, vol. 115, pp. 35 - 55, http://dx.doi.org/10.1016/j.tre.2018.04.011
2018
Greenwood GW; Abbass HA; Petraki E, 2018, 'When is altruistic punishment useful in social dilemmas?', BioSystems, vol. 174, pp. 60 - 62, http://dx.doi.org/10.1016/j.biosystems.2018.10.015
2018
Harvey J; Merrick K; Abbass H, 2018, 'Assessing Human Judgement of Computationally Generated Swarming', Frontiers Robotics and AI, vol. 5, http://dx.doi.org/10.3389/frobt.2018.00013
2018
Abbass HA; Fogel G; Fidock J, 2018, 'Guest Editorial: Special Issue on Human-Machine Symbiosis', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 2, pp. 246 - 248, http://dx.doi.org/10.1109/TETCI.2018.2853518
2018
Shafi K; Abbass HA, 2017, 'A Survey of Learning Classifier Systems in Games', IEEE Computational Intelligence Magazine, vol. 12, pp. 42 - 55, http://dx.doi.org/10.1109/MCI.2016.2627670
2017
Zhang B; Shafi K; Abbass H, 2017, 'On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization', International Journal of Computational Intelligence and Applications, vol. 16, http://dx.doi.org/10.1142/S1469026817500067
2017
Liu X; Merrick K; Abbass H, 2017, 'Towards Electroencephalographic Profiling of Player Motivation: A Survey', IEEE Transactions on Cognitive and Developmental Systems, vol. 10, pp. 499 - 513, http://dx.doi.org/10.1109/TCDS.2017.2726083
2017
Gee SB; Tan KC; Abbass HA, 2017, 'A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization', IEEE Transactions on Cybernetics, vol. 47, pp. 461 - 472, http://dx.doi.org/10.1109/TCYB.2016.2519450
2017
Wang SL; Shafi K; Ng TF; Lokan C; Abbass HA, 2017, 'Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 1, pp. 27 - 40, http://dx.doi.org/10.1109/TETCI.2016.2641929
2017
Goh SK; Abbass HA; Tan KC; Al-Mamun A; Wang C; Guan C, 2017, 'Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 1, pp. 270 - 279, http://dx.doi.org/10.1109/TETCI.2017.2690913
2017
Abbass H; Leu G; Merrick K, 2016, 'A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data', IEEE Access, vol. 4, pp. 2808 - 2830, http://dx.doi.org/10.1109/ACCESS.2016.2571058
2016
Qiu X; Xu JX; Tan KC; Abbass HA, 2016, 'Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization', IEEE Transactions on Evolutionary Computation, vol. 20, pp. 232 - 244, http://dx.doi.org/10.1109/TEVC.2015.2433672
2016
Goh SK; Abbass HA; Tan KC; Al-Mamun A, 2016, 'Decompositional independent component analysis using multi-objective optimization', Soft Computing, vol. 20, pp. 1289 - 1304, http://dx.doi.org/10.1007/s00500-015-1587-7
2016
Xiong J; Leus R; Yang Z; Abbass HA, 2016, 'Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project', European Journal of Operational Research, vol. 251, pp. 662 - 675, http://dx.doi.org/10.1016/j.ejor.2015.11.031
2016
Wang B; Merrick K; Abbass H, 2016, 'Cooperative co-evolutionary neural networks for mining functional association rules', IEEE Transactions on Neural Networks and Learning Systems, vol. 18 March 2016, pp. 1331 - 1344, http://dx.doi.org/10.1109/TNNLS.2016.2536104
2016
Leu G; Abbass H, 2016, 'A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents', Knowledge-Based Systems, vol. 105, pp. 1 - 22, http://dx.doi.org/10.1016/j.knosys.2016.02.012
2016
Ghoneim A; Abbass HA, 2016, 'A multiobjective distance separation methodology to determine sector-level minimum separation for safe air traffic scenarios', European Journal of Operational Research, vol. 253, pp. 226 - 240, http://dx.doi.org/10.1016/j.ejor.2016.02.031
2016
Abbass H; Greenwood G; Petraki E, 2016, 'The N-Player Trust Game and its Replicator Dynamics', IEEE Transactions on Evolutionary Computation, vol. 20, pp. 470 - 474, http://dx.doi.org/10.1109/TEVC.2015.2484840
2016
El-Fiqi H; Petraki E; Abbass HA, 2016, 'Pairwise Comparative Classification for Translator Stylometric Analysis', ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 16, pp. 1 - 26, http://dx.doi.org/10.1145/2898997
2016
Harvey J; Merrick K; Abbass HA, 2015, 'Application of chaos measures to a simplified boids flocking model', Swarm Intelligence, vol. 9, pp. 23 - 41, http://dx.doi.org/10.1007/s11721-015-0103-0
2015
Schiechowski M; Merrick K; Mandziuk J; Abbass H, 2015, 'Human Machine Cooperation Loop in Game Playing', International Journal on Advances in Intelligent Systems, vol. 8, pp. 310 - 323, https://www.thinkmind.org/index.php?view=article&articleid=intsys_v8_n34_2015_8
2015
Goh SK; Abbass HA; Tan KC; Al-Mamun A, 2015, 'Decompositional independent component analysis using multi-objective optimization', Soft Computing, http://dx.doi.org/10.1007/s00500-015-1587-7
2015
Abbass HA; Petraki E; Merrick K; Harvey J; Barlow M, 2015, 'Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges', Cognitive Computation, vol. 8, pp. 385 - 408, http://dx.doi.org/10.1007/s12559-015-9365-5
2015
Leu G; Curtis NJ; Abbass HA, 2014, 'Society of Mind cognitive agent architecture applied to drivers adapting in a traffic context', Adaptive Behavior, vol. 22, pp. 123 - 145, http://dx.doi.org/10.1177/1059712313509652
2014
Nguyen L; Bui LT; Abbass HA, 2014, 'DMEA-II: the direction-based multi-objective evolutionary algorithm-II', Soft Computing, vol. 18, pp. 2119 - 2134, http://dx.doi.org/10.1007/s00500-013-1187-3
2014
Zhao W; Alam S; Abbass HA, 2014, 'MOCCA-II: A multi-objective co-operative co-evolutionary algorithm', Applied Soft Computing, vol. 23, pp. 407 - 416, http://dx.doi.org/10.1016/j.asoc.2014.06.011
2014
Nguyen L; Bui LT; Abbass HA, 2014, 'DMEA-II: the direction-based multi-objective evolutionary algorithm-II', Soft Computing, vol. 18, pp. 2119 - 2134, http://dx.doi.org/10.1007/s00500-013-1187-3
2014
Leu G; Tang J; Abbass H, 2014, 'On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku', Lecture Notes in Computer Science, vol. 88, pp. 571 - 578, http://dx.doi.org/10.1007/978-3-319-12643-2_69
2014
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, vol. 18, pp. 742 - 763, http://dx.doi.org/10.1109/TEVC.2013.2283916
2014
Xiong J; Leus R; Yang Z; Abbass HA, 2014, 'Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project', European Journal of Operational Research, http://dx.doi.org/10.1016/j.ejor.2015.11.031
2014
Abbass HA; tang ; Ellejmi M; Kirby S, 2014, 'Visual and auditory reaction time for air traffic controllers using quantitative electroencephalograph (QEEG) data', Brain Informatics, vol. 1, pp. 39 - 45, http://dx.doi.org/10.1007/s40708-014-0005-8
2014
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, vol. 52, pp. 10 - 17, http://www.atca.org/journal
2014
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, vol. 21, pp. 96 - 117, http://dx.doi.org/10.1177/1059712312472212
2013
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, vol. 35, pp. 57 - 84, http://dx.doi.org/10.1016/j.trc.2013.05.010
2013
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, vol. 17, pp. 851 - 861, http://dx.doi.org/10.20965/jaciii.2013.p0851
2013
Abbass HA; Tucek DC; Kirby S; Ellejmi M, 2013, 'Brain Traffic Integration', Air Traffic Technology International, pp. 34 - 39
2013
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, vol. 29, pp. 32 - 54, http://dx.doi.org/10.1016/j.trc.2012.12.003
2013
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, vol. 20, pp. 1 - 27, http://dx.doi.org/10.1162/EVCO_a_00045
2012
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, vol. 391, pp. 5004 - 5017, http://dx.doi.org/10.1016/j.physa.2012.05.020
2012
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, vol. 20, pp. 47 - 72, http://www.atca.org/atca/files/ccLibraryFiles/Filename/000000000707/Abstracts%2020-1.pdf
2012
Abbass HA; Leu G; Curtis N, 2012, 'Modeling and Evolving Human Behaviors and Emotions in Road Traffic Networks', Procedia - Social and Behavioral Sciences, vol. 54, pp. 999 - 1009, http://dx.doi.org/10.1016/j.sbspro.2012.09.815
2012
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, vol. 16, pp. 1 - 19, http://dx.doi.org/10.1109/TEVC.2010.2051443
2012
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, vol. 34, pp. 291 - 317, http://dx.doi.org/10.1177/0142331210366688
2012
Liu J; Abbass HA; Zhong W; Green DG, 2011, 'Local-global interaction and the emergence of scale-free networks with community structures', Artificial Life, vol. 17, pp. 263 - 279, http://dx.doi.org/10.1162/artl_a_00038
2011
Shafi K; Abbass HA, 2011, 'Evaluation of an Adaptive Genetic-Based Signature Extraction System for Network Intrusion Detection', Pattern Analysis and Applications, vol. 16, pp. 1 - 18, http://dx.doi.org/10.1007/s10044-011-0255-5
2011
Zhong W; Abbass HA; Liu J; Bender A, 2011, 'Mixed Strategy and Coevolution Dynamics in Social Networks', Physica A - Statistical Mechanics and Its Applications, vol. 390, pp. 410 - 417, http://dx.doi.org/10.1016/j.physa.2010.09.031
2011
Abbass HA; Bender A; Gaidow G; Whitbread P, 2011, 'Computational red teaming: past, present and future', IEEE Computational Intelligence Magazine, vol. 6, pp. 30 - 42, http://dx.doi.org/10.1109/MCI.2010.939578
2011
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, vol. 48, pp. 1225 - 1237, http://dx.doi.org/10.2514/1.C031241
2011
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, vol. 21, pp. 89 - 121, http://dx.doi.org/10.1016/j.trc.2011.08.008
2011
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, vol. 15, pp. 1745 - 1747, http://dx.doi.org/10.1007/s00500-010-0613-z
2011
Bui LT; Liu J; Bender A; Barlow MG; Wesolkowski S; Abbass HA, 2011, 'DMEA: a direction-based multiobjective evolutionary algorithm', Memetic Computing, vol. 3, pp. 271 - 285, http://dx.doi.org/10.1007/s12293-011-0072-9
2011
Pham V; Tang J; Alam S; Lokan CJ; Abbass HA, 2010, 'Aviation emission inventory development and analysis', Environmental Modelling and Software, vol. Volume 25, pp. 1738 - 1753, http://dx.doi.org/10.1016/j.envsoft.2010.04.004
2010
Wang S; Shafi K; Lokan CJ; Abbass HA, 2010, 'Adversarial learning: the impact of statistical sample selection techniques on neural ensembles', Evolving Sytems, vol. 1, pp. 181 - 197, http://dx.doi.org/10.1007/s12530-010-9013-y
2010
Quek H; Tan KC; Abbass HA, 2009, 'Evolutionary game theoretic approach for modeling civil violence', IEEE Transactions on Evolutionary Computation, vol. 13, pp. 780 - 800, http://dx.doi.org/10.1109/TEVC.2009.2019826
2009
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, vol. 17, pp. 298 - 317, http://dx.doi.org/10.1016/j.trc.2008.12.002
2009
Abbass HA; Bender A, 2009, 'The Pareto operating curve for risk minimization', Artificial Life and Robotics, vol. 14, pp. 449 - 452
2009
Abbass HA; Alam S; Bender A, 2009, 'MEBRA: Multiobjective evolutionary-based risk assessment', IEEE Computational Intelligence Magazine, vol. 4, pp. 29 - 36, http://dx.doi.org/10.1109/MCI.2009.933098
2009
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
2009
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, vol. 126, pp. 117 - 126, http://dx.doi.org/10.1111/j.1439-0388.2008.00777.x
2009
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, vol. 20, pp. 446 - 459, http://dx.doi.org/10.1109/TNN.2008.2008334
2009
Bui LT; Abbass HA; Essam D, 2009, 'Local models-an approach to distributed multi-objective optimization', Computational Optimization and Applications, vol. 42, pp. 105 - 139, http://dx.doi.org/10.1007/s10589-007-9119-8
2009
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
2009
Bui LT; Barlow MG; Abbass HA, 2009, 'A Multi-Objective Risk-Based Framework for Mission Capability Planning', New Mathematics and Natural Computation, vol. 5, pp. 459 - 485, http://dx.doi.org/10.1142/S1793005709001428
2009
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
2009
BUI LT; BARLOW M; ABBASS HA, 2009, 'A MULTI-OBJECTIVE RISK-BASED FRAMEWORK FOR MISSION CAPABILITY PLANNING', New Mathematics and Natural Computation, vol. 05, pp. 459 - 485
2009
Quek H; Tan KC; Goh C; Abbass HA, 2009, 'Evolution and incremental learning in the iterated prisoner`s dilemma', IEEE Transactions on Evolutionary Computation, vol. 13, pp. 303 - 320, http://dx.doi.org/10.1109/TEVC.2008.2003009
2009
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
2008
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
2008
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
2008
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
2008
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
2008
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
2008
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
2007
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
2006
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
2006
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
2006
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
2005
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
2005
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
2005
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
2004
SARKER R; ABBASS HA, 2004, 'DIFFERENTIAL EVOLUTION FOR SOLVING MULTIOBJECTIVE OPTIMIZATION PROBLEMS', Asia-Pacific Journal of Operational Research, vol. 21, pp. 225 - 240
2004
Mckay RI; Abbass HA; Liu B, 2004, 'Classification Rule Discovery with ANT Colony Optimization', The IEEE Computational Intelligence Bulletin, vol. 3, pp. 31 - 35
2004
Teo J; Abbass HA, 2004, 'An information-theoretic landscape analysis of neuro-controlledembodied organisms', Neural Computing and Applications, vol. 13, pp. 80 - 89
2004
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
2004
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
2004
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
2004
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
2003
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
2003
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
2003
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
2003
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
2003
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
2002
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
2002
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
2002
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
2002
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
2002
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
2001
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
2001
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
2001
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
2001
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
1999
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
1992
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
Nguyen DT; Kasmarik KE; Abbass HA, 'Towards Interpretable Neural Networks: An Exact Transformation to Multi-Class Multivariate Decision Trees', , http://arxiv.org/abs/2003.04675v3
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
Nguyen TD; Kasmarik KE; Abbass HA, 'Q-Learning with Differential Entropy of Q-Tables', , http://arxiv.org/abs/2006.14795v1
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
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
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
Book Chapters
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Baxter D; Garratt M; Abbass H, 2021, 'Simulating Single and Multiple Sheepdogs Guidance of a Sheep Swarm', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 51 - 65, http://dx.doi.org/10.1007/978-3-030-60898-9_3
2021
Long N; Garratt M; sammut K; sgarioto D; Abbass H, 2021, 'Shepherding Autonomous Goal-Focused Swarms in Unknown Environments Using Hilbert Space-Filling Paths', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 31 - 50, http://dx.doi.org/10.1007/978-3-030-60898-9_2
2021
Liu J; Garratt M; Anavatti S; Abbass H, 2021, 'Mission Planning for Shepherding a Swarm of Uninhabited Aerial Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 87 - 114, http://dx.doi.org/10.1007/978-3-030-60898-9_5
2021
Nguyen H; Garratt M; Abbass H, 2021, 'Apprenticeship Bootstrapping Reinforcement Learning for Sky Shepherding of a Ground Swarm in Gazebo', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 207 - 243, http://dx.doi.org/10.1007/978-3-030-60898-9_10
2021
Debie E; Fernandez Rojas R; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Transparent Shepherding: A Rule-Based Learning Shepherd for Human Swarm Teaming', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 267 - 292, http://dx.doi.org/10.1007/978-3-030-60898-9_12
2021
Fernandez Rojas R; Debie E; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Human Performance Operating Picture for Shepherding a Swarm of Autonomous Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 293 - 323, http://dx.doi.org/10.1007/978-3-030-60898-9_13
2021
Kasmarik K; Liu X; Abbass H, 2021, 'Design and Validation of a Mini-Game for Player Motive Profiling', in Women in Computational Intelligence
2021
Yaxley KJ; Joiner K; Abbass H; Bogais J, 2020, 'Life-learning of smart autonomous systems for meaningful human-autonomy teaming', in Handley H; Tolk A (ed.), A Framework for Human System Engineering: Applications and Case Studies, IEEE Wiley, pp. 43 - 61, http://dx.doi.org/10.1002/9781119698821.ch4
2020
Abbass HA, 2020, 'An Introduction to Neuroergonomics: From Brains at Work to Human-Swarm Teaming', in Cognitive Science and Technology, pp. 3 - 10, http://dx.doi.org/10.1007/978-3-030-34784-0_1
2020
Abbass HA; Scholz J; Reid DJ, 2018, 'Foundations of trusted autonomy: An introduction', in Foundations of Trusted Autonomy, Springer, pp. 1 - 12, http://dx.doi.org/10.1007/978-3-319-64816-3_1
2018
Abbass HA; Scholz J; Reid DJ, 2018, 'Foundations of Trusted Autonomy Preface', in Abbass HA; Scholz J; Reid DJ (ed.), FOUNDATIONS OF TRUSTED AUTONOMY, SPRINGER INTERNATIONAL PUBLISHING AG, pp. IX - IX, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000446848400002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2018
Wang M; Abbass H; Hu J, 2018, 'EEG-based biometrics for person identification and continuous authentication', in Awad AI; Fairhurst M (ed.), Information Security Foundations Technologies and Applications, IET, http://dx.doi.org/10.1049/PBSE001E_ch13
2018
Conference Papers
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El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass H, 2020, 'A preliminary study towards an improved shepherding model', in GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 75 - 76, http://dx.doi.org/10.1145/3377929.3390067
2020
Vahidnia S; Abbasi A; Abbass HA, 2020, 'Document clustering and labeling for research trend extraction and evolution mapping', in CEUR Workshop Proceedings, pp. 54 - 62
2020
Nguyen T; Liu J; Nguyen H; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2020, 'Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding', Glasgow, presented at IJCNN 2020, Glasgow
2020
Hussein A; Elsawah S; Abbass HA, 2020, 'Swarm collective wisdom: A fuzzy-based consensus approach for evaluating agents confidence in global states', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ48607.2020.9177680
2020
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
2020
Hussein A; Elsawah S; Abbass HA, 2020, 'Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models', in Proceedings of the 53rd Hawaii International Conference on System Sciences, Hawaii International Conference on System Sciences, Hawaii, USA, presented at Hawaii International Conference on System Sciences, Hawaii, USA, 07 January 2020, http://dx.doi.org/10.24251/hicss.2020.047
2020
Hussein A; ELsawah S; Abbass H, 2020, 'A System Dynamics Model for Human Trust in Automation under Speed and Accuracy Requirements', in Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting Human Factors and Ergonomics Society. Annual Meeting, SAGE Publications, Seattle, Washington, USA, presented at 63rd Annual Meeting of the Human Factors and Ergonomics Society, Seattle, Washington, USA, 28 October 2020 - 01 November 2019, http://dx.doi.org/10.1177/1071181319631167
2020
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
2020
Hussein A; Elsawah S; Abbass H, 2020, 'Investigating Gender Differences in Human Interactions with a Transparent Swarm', in Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting Human Factors and Ergonomics Society. Annual Meeting, SAGE Publications, SAGE Publications Sage CA: Los Angeles, CA, pp. 853 - 857, presented at 63rd Annual Meeting of the Human Factors and Ergonomics Society, SAGE Publications Sage CA: Los Angeles, CA, 28 October 2020 - 01 November 2019, http://dx.doi.org/10.1177/1071181319631009
2020
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
2020
Wade H; Abbass HA, 2019, 'Cyber-shepherd: A smartphone-based game for human and autonomous swarm control', in Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics, pp. 198 - 204, http://dx.doi.org/10.1109/SMC.2019.8914378
2019
Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Abbass H; Garratt M, 2019, 'Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming', in Neural information processing : 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12-15, 2019, Proceedings. Part IV, Sydney, presented at International Conference on Neural Information Processing, Sydney, 12 December 2019, http://dx.doi.org/10.1007/978-3-030-36808-1_58
2019
Liu J; Anavatti S; Hussein Abbass MG, 2019, 'Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 2287 - 2294, http://dx.doi.org/10.1109/SSCI44817.2019.9002992
2019
Abbass HA; El Sawah S; Petraki E; Hunjet R, 2019, 'Machine Education: Designing semantically ordered and ontologically guided modular neural networks', in IEEE Symposium Series on Computational Intelligence, Xiamen, China, presented at IEEE Symposium Series on Computational Intelligence, Xiamen, China, 06 December 2019 - 09 December 2019, http://dx.doi.org/10.1109/SSCI44817.2019.9003051
2019
Wang M; Hu J; Abbass H, 2019, 'Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity', in Australian Journal of Intelligent Information Processing Systems, Sydney, Australia, presented at 2019 - 26th International Conference on Neural Information Processing, Sydney, Australia, 12 December 2019 - 15 December 2019, http://ajiips.com.au/papers/V15.3/v15n3_23-30.pdf
2019
Abbass HA; Elsawah S; Petraki E; Hunjet R, 2019, 'Machine Education: Designing semantically ordered and ontologically guided modular neural networks', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 948 - 955, http://dx.doi.org/10.1109/SSCI44817.2019.9003083
2019
Long N; Sgarioto D; Garratt M; Sammut K; Abbass H, 2019, 'Multi-vessel Sea State Estimation Utilising Swarm Shepherding', Sydney, Australia, presented at 2019 Pacific International Maritime Conference, Sydney, Australia, 08 October 2019 - 10 October 2019, http://code4.co/papers2019/Session-5-Nathan-K-Long.pdf
2019
Greenwood G; Abbass H; Petraki E, 2019, 'Punishing untrustworthiness and free riders to maintain cooperation in multi-agent social dilemmas using fuzzy logic', in ACM International Conference Proceeding Series, pp. 88 - 92, http://dx.doi.org/10.1145/3313991.3313995
2019
Tang J; Abbass H; Alam S, 2019, 'An Airspace Collision Risk Simulator for Safety Assessment', in Proceedings - Winter Simulation Conference, pp. 3160 - 3171, http://dx.doi.org/10.1109/WSC40007.2019.9004764
2019
Long NK; Sgarioto D; Garratt M; Sammut K; Abbass H, 2019, 'Multi-vessel sea state estimation utilising swarm shepherding', in RINA, Royal Institution of Naval Architects - IMC 2019: Pacific International Maritime Conference, Sydney, Australia, presented at presented at 2019 Pacific International Maritime Conference, Sydney, Australia, 08 October 2019 - 10 October 2019,, Sydney, Australia, 08 October 2019 - 10 October 2019
2019
Singh H; Campbell B; Elsayed S; Perry A; Hunjet R; Abbass H, 2019, 'Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 2941 - 2948, http://dx.doi.org/10.1109/CEC.2019.8790228
2019
Clayton NR; Abbass H, 2019, 'Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding', in 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 1259 - 1266, http://dx.doi.org/10.1109/CEC.2019.8790157
2019
El-Fiqi H; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2019, 'Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery', in Proceedings of the International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers Inc., Budapest, Hungary, Hungary, presented at 2019 International Joint Conference on Neural Networks (IJCNN), Budapest, Hungary, Hungary, 14 July 2019 - 19 July 2019, http://dx.doi.org/10.1109/IJCNN.2019.8852101
2019
Nguyen HT; Garratt M; Bui LT; Abbass H, 2019, 'Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, IEEE, pp. 102 - 109, presented at 2019 IEEE Symposium Series on Computational Intelligence (SSCI), 06 December 2019 - 09 December 2019, http://dx.doi.org/10.1109/SSCI44817.2019.9002756
2019
Gee A; Abbass H, 2019, 'Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2019.8852209
2019
Wang M; Hussein A; Rojas RF; Shafi K; Abbass HA, 2019, 'EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction', in Proceedings of the 2018 IEEE Symposium Series on Computational Intelligence, SSCI 2018, IEEE, pp. 350 - 357, presented at 2018 IEEE Symposium Series on Computational Intelligence (SSCI), 18 November 2018 - 21 November 2018, http://dx.doi.org/10.1109/SSCI.2018.8628649
2019
Nguyen H; Nguyen T; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass H, 2019, 'A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms', in Gedeon T; Wong KW; Lee M (eds.), Lecture Notes in Computer Science. Neural Information Processing. Proceedings, Part 1, Springer, Cham, Sydney, pp. 658 - 669, presented at International Conference on Neural Information Processing, Sydney, 12 December 2019 - 15 December 2019, http://dx.doi.org/10.1007/978-3-030-36708-4_54
2019
Greenwood GW; Abbass H; Petraki E, 2018, 'A Critical Analysis of Punishment in Public Goods Games', in IEEE Conference on Computatonal Intelligence and Games, CIG, http://dx.doi.org/10.1109/CIG.2018.8490421
2018
Nguyen HT; Garratt ; Bui ; Abbass , 2018, 'Apprenticeship Bootstrapping: Inverse Reinforcement Learning in a Multi-Skill UAV-UGV Coordination Task', in International Conference on Autonomous Agents and Multiagent Systems, Stockholm, Sweden, pp. 2204 - 2206, presented at AAMAS 2018, Stockholm, Sweden, -
2018
Nguyen T; Nguyen H; Garratt M; Tran P; Kasmarik K; Barlow M; Anavatti S; Abbass H, 2018, 'Apprenticeship Bootstrapping via Deep Learning with a Safety Net for UAV-UGV Interaction', in AAAI Fall Symposia Papers, AAAI, Stanford USA, presented at Fifth AAAI Fall Symposium Series on Artificial Intelligence for Human-Robot Interaction, Stanford USA, - , https://aaai.org/Library/Symposia/symposia-library.php
2018
Nguyen T; Nguyen H; Debie E; Kasmarik K; Garratt M; Abbass H, 2018, 'Swarm Q-Learning With Knowledge Sharing Within Environments for Formation Control', in Proceedings of the International Joint Conference on Neural Networks, International Joint Conference on Neural Networks, Brazil, presented at International Joint Conference on Neural Networks, Brazil, - , http://dx.doi.org/10.1109/IJCNN.2018.8489674
2018
Nguyen HT; Garratt ; Abbass , 2018, 'Apprenticeship Bootstrapping', in Proceedings of International Joint Conference on Neural Networks, Institute of Electrical and Electronics Engineers, Brazil, presented at International Joint Conference on Neural Networks, Brazil, - , http://dx.doi.org/10.1109/IJCNN.2018.8489064
2018
Wang M; Hu J; Abbass HA, 2018, 'Multi-scale Weighted Inherent Fuzzy Entropy for EEG Biomarkers', in IEEE International Conference on Fuzzy Systems, IEEE, Rio de Janeiro, Brazil, presented at 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), Rio de Janeiro, Brazil, 08 July 2018 - 13 July 2018, http://dx.doi.org/10.1109/Fuzz-Ieee.2018.8491544
2018
El-Fiqi H; Wang M; Salimi N; Kasmarik KE; Barlow M; Abbass H, 2018, 'Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential', in Proceedings - 2018 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, pp. 1062 - 1069, presented at IEEE International Conference on Systems, Man, and Cybernetics, Miyazaki, Japan, 07 October 2018 - 10 October 2018, http://dx.doi.org/10.1109/SMC.2018.00188
2018
Hussein A; Abbass H, 2018, 'Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges', in 2018 2nd Annual Systems Modelling Conference, SMC 2018, http://dx.doi.org/10.1109/SYSMC.2018.8509744
2018
Greenwood G; Abbass HA; Petraki E, 2017, 'Emotion, trustworthiness and altruistic punishment in a tragedy of the commons social dilemma', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Geelong, VIC, Australia, pp. 12 - 24, presented at Third Australasian Conference, ACALCI 2017, Geelong, VIC, Australia, 31 January 2017 - 02 February 2017, http://dx.doi.org/10.1007/978-3-319-51691-2_2
2017
Nguyen HT; Garratt ; Bui ; Abbass , 2017, 'Supervised deep actor network for imitation learning in a ground-air UAV-UGVs coordination task', in 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, pp. 1 - 8, presented at 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, Hawaii, USA, 27 November 2017 - 01 December 2017, http://dx.doi.org/10.1109/SSCI.2017.8285387
2017
Yang Z; Merrick K; Abbass H; Jin L, 2017, 'Multi-task deep reinforcement learning for continuous action control', in IJCAI International Joint Conference on Artificial Intelligence, pp. 3301 - 3307, http://dx.doi.org/10.24963/ijcai.2017/461
2017
Yang Z; Merrick K; Abbass H, 2017, 'Handling Multi-Task Learning with Deep Reinforcement Learning', in Handling Multi-Task Learning with Deep Reinforcement Learning, International Joint Conference on Artificial Intelligence, Melbourne Australia, presented at International Joint Conference on Artificial Intelligence, Melbourne Australia, -
2017
Wang S-M, 2017, 'An Action Research on the Information-Merged-Education of "Dabu Flower-Drum Dancing Array"', in INTERNATIONAL CONFERENCE ON ADVANCED EDUCATION AND MANAGEMENT SCIENCE (AEMS 2017), DESTECH PUBLICATIONS, INC, Bangkok, THAILAND, pp. 1 - 9, presented at International Conference on Advanced Education and Management Science (AEMS), Bangkok, THAILAND, 26 March 2017 - 27 March 2017, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000431390600001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2017
Dunk I; Abbass H, 2016, 'Emergence of order in leader-follower Boids-inspired systems', in 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016, Athens, Greece, presented at 2016 IEEE Symposium Series on Computational Intelligence (SSCI), Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850037
2016
Liu X; Merrick K; Abbass H, 2016, 'Designing Artificial Agents to Detect the Motive Profile of Users in Virtual Worlds and Games', in Computational Intelligence (SSCI), 2016 IEEE Symposium Series on, Athens, Greece, presented at IEEE Symposium Series on Computational Intelligence, Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850036
2016
Zhang B; Shafi K; Abbass HA, 2016, 'Hybrid knowledge-based evolutionary many-objective optimization', in 2016 IEEE Congress on Evolutionary Computation, CEC 2016, pp. 1007 - 1014, http://dx.doi.org/10.1109/CEC.2016.7743899
2016
Harvey J; Merrick K; Abbass H, 2016, 'Quantifying Swarming Behaviour', in Tan Y; Shi Y; Niu B (eds.), ADVANCES IN SWARM INTELLIGENCE, ICSI 2016, PT I, SPRINGER INT PUBLISHING AG, Bali, INDONESIA, pp. 119 - 130, presented at 7th International Conference on Swarm Intelligence (ICSI), Bali, INDONESIA, 25 June 2016 - 30 June 2016, http://dx.doi.org/10.1007/978-3-319-41000-5_12
2016
Wang M; Abbass H; Hu J; Merrick K, 2016, 'Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), China, pp. 90 - 101, presented at The 8th International Conference on Brain-Inspired Cognitive Systems, China, - , http://dx.doi.org/10.1007/978-3-319-49685-6_9
2016
Abdelfattah S; Merrick K; Abbass H, 2016, 'Eye Movements as Information Markers in EEG Data', in IEEE Symposium Series on Computational Intelligence Proceedings, Athens, Greece, presented at IEEE Symposium Series on Computational Intelligence, Athens, Greece, 06 December 2016 - 09 December 2016, http://dx.doi.org/10.1109/SSCI.2016.7850043
2016
Harvey J; Merrick K; Abbass H, 2016, 'Quantifying Swarming Behaviour', in Advances in Swarm Intelligence, Indonesia, pp. 119 - 130, presented at The Seventh International Conference on Swarm Intelligence, Indonesia, - , http://dx.doi.org/10.1007/978-3-319-41000-5
2016
Greenwood G; Abbass H; Petraki E, 2016, 'Finite population trust game replicators', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 324 - 335, http://dx.doi.org/10.1007/978-3-319-28270-1_27
2016
Tang J; Petraki E; Abbass HA, 2016, 'Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-based Swarm Intelligence Model', in Tan Y; Shi Y; Niu B (eds.), Advances in Swarm Intelligence, Springer International Publishing, Bali, Indonesia, pp. 14 - 23, presented at International Conference on Swarm Intelligence, Bali, Indonesia, 25 June 2016 - 30 June 2016, http://dx.doi.org/10.1007/978-3-319-41000-5_2
2016
Goh SK; Abbass HA; Tan KC; Al-Mamun A; Guan C; Wang CC, 2016, 'Multiway analysis of EEG artifacts based on Block Term Decomposition', in Proceedings of the International Joint Conference on Neural Networks, pp. 913 - 920, http://dx.doi.org/10.1109/IJCNN.2016.7727296
2016
Wang M; Abbass HA; Hu J, 2016, 'Continuous Authentication Using EEG and Face Images for Trusted Autonomous Systems', in 2016 14th Annual Conference on Privacy, Security and Trust (PST), IEEE, Auckland, New Zealand, pp. 368 - 375, presented at Annual Conference on Privacy, Security and Trust, Auckland, New Zealand, 12 December 2016 - 14 December 2016, http://dx.doi.org/10.1109/PST.2016.7906958
2016
Abdelfattah S; Merrick K; Abbass H, 2016, 'Theta-Beta Ratios Are Prominent EEG Features for Visual Tracking Tasks', in Proceedings of the Human Factors and Ergonomics Society 2016 Annual Meeting, Washington DC, pp. 21 - 25, presented at Human Factors and Ergonomics Society International Meeting, Washington DC, 19 September 2016 - 23 September 2016, http://dx.doi.org/10.1177/1541931213601005
2016
Leu G; Abbass H, 2015, 'Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition', in Lavangnananda K; Phon-Amnuaisuk S; Engchuan W; Chan JH (eds.), Intelligent and Evolutionary Systems, The 19th Asia-Pacific Symposium on Intelligent and Evolutionary Systems, Bangkok, presented at The 19th Asia-Pacific Symposium on Intelligent and Evolutionary Systems, Bangkok, 22 November 2015 - 25 November 2015, http://link.springer.com/chapter/10.1007/978-3-319-27000-5_26
2015
Falcon R; Abielmona R; Billings S; Plachkov A; Abbass H, 2015, 'Risk management with hard-soft data fusion in maritime domain awareness', in Proceedings of the 2014 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2014, http://dx.doi.org/10.1109/CISDA.2014.7035641
2015
Hossain M; Alam S; Abbass H, 2015, 'A dynamic multi-commodity flow optimization algorithm for estimating airport network capacity', in Lecture Notes in Electrical Engineering, Tokyo, Japan, pp. 205 - 220, presented at the 4th ENRI International Workshop, 2015, Tokyo, Japan, 17 November 2015 - 19 November 2015, http://dx.doi.org/10.1007/978-4-431-56423-2_11
2015
Al-Ani A; Naik GR; Abbass HA, 2015, 'A methodology for synthesizing interdependent multichannel EEG data with a comparison among three blind source separation techniques', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 154 - 161, http://dx.doi.org/10.1007/978-3-319-26561-2_19
2015
Abbass HA; Young L, 2015, 'From system thinking to capability thinking using the thinking capability analysis technique', in Weber T; McPhee MJ; Anderssen RS (eds.), Proceedings - 21st International Congress on Modelling and Simulation, MODSIM 2015, MODELLING & SIMULATION SOC AUSTRALIA & NEW ZEALAND INC, Gold Coast, AUSTRALIA, pp. 829 - 835, presented at 21st International Congress on Modelling and Simulation (MODSIM) held jointly with the 23rd National Conference of the Australian-Society-for-Operations-Research / DSTO led Defence Operations Research Symposium (DORS, Gold Coast, AUSTRALIA, 29 November 2015 - 04 December 2015
2015
Swiechowski M; Merrick KE; Mandziuk J; Abbass H, 2015, 'Human-Machine Cooperation in General Game Playing', in Eighth International Conference on Advances in Computer-Human Interactions, Lisbon, Portugal, pp. 96 - 100, presented at Eighth International Conference on Advances in Computer-Human Interactions, Lisbon, Portugal, 22 February 2015 - 27 February 2015
2015
Wang B; Merrick K; Abbass HA, 2015, 'Autonomous hypothesis generation as an environment learning mechanism for agent design', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), ., pp. 210 - 225, presented at ., ., 05 February 2015 - 07 February 2015
2015
Goh SK; Tan KC; Al-Mamun A; Abbass HA, 2015, 'Evolutionary Big Optimization (BigOpt) of Signals', in 2015 IEEE Congress on Evolutionary Computation, CEC 2015 - Proceedings, pp. 3332 - 3339, http://dx.doi.org/10.1109/CEC.2015.7257307
2015
Petraki E; Abbass HA, 2015, 'On trust and influence: A computational red teaming game theoretic perspective', in Proceedings of the 2014 7th IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2014, http://dx.doi.org/10.1109/CISDA.2014.7035644
2015
Hossain M; Alam S; abbass H, 2015, 'A Multicommodity Flow Optimization Formulation for Estimating Air Traffic Capacity of Airport Network', in A Multicommodity Flow Optimization Formulation for Estimating Air Traffic Capacity of Airport Network, 4th ENRI International Workshop on ATM/CNS (EIWAC2015)., Tokyo, Japan, presented at 4th ENRI International Workshop on ATM/CNS (EIWAC2015)., Tokyo, Japan, 17 November 2015 - 19 November 2015, http://www.enri.go.jp/eiwac/eiwac_2015/call-for-participants/en/program.html
2015
Leu G; Tang J; Abbass H, 2014, 'On the role of working memory in trading–off skills and situation awareness in sudoku', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 571 - 578, http://dx.doi.org/10.1007/978-3-319-12643-2_69
2014
Abbass HA, 2014, 'Calibrating independent component analysis with laplacian reference for real-time EEG artifact removal', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 68 - 75, http://dx.doi.org/10.1007/978-3-319-12643-2_9
2014
Tang J; Abbass HA, 2014, 'Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 610 - 617, http://dx.doi.org/10.1109/CEC.2014.6900597
2014
Abbass HA; Tang J; Amin R; Ellejmi M; Kirby S, 2014, 'Augmented cognition using real-time EEG-based adaptive strategies for air traffic control', in Proceedings of the Human Factors and Ergonomics Society, pp. 230 - 234, http://dx.doi.org/10.1177/1541931214581048
2014
Ren S; Tang J; Barlow M; Abbass HA, 2014, 'An interactive evolutionary computation framework controlled via EEG signals', in IEEE International Conference on Fuzzy Systems, Institute of Electrical and Electronics Engineers Inc., pp. 2402 - 2409, presented at 2014 IEEE International Conference on Fuzzy Systems, 06 July 2014 - 11 April 2015, http://dx.doi.org/10.1109/FUZZ-IEEE.2014.6891689
2014
Greenwood GW; Elsayed S; Sarker R; Abbass HA, 2014, 'Online generation of trajectories for autonomous vehicles using a multi-agent system', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, pp. 1218 - 1224, http://dx.doi.org/10.1109/CEC.2014.6900345
2014
Amin R; Tang J; Ellejmi M; Kirby S; Abbass HA, 2014, 'Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution', in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 475 - 482, presented at 2014 IEEE Congress on Evolutionary Computation, CEC 2014, 06 July 2014 - 11 July 2014, http://dx.doi.org/10.1109/CEC.2014.6900573
2014
Amin R; Tang J; Ellejmi M; Kirby S; Abbass HA, 2013, 'Computational red teaming for correction of traffic events in real time human performance studies', in Proceedings of the 10th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2013
2013
Amin R; Tang J; Ellejmi M; Kirby S; Abbass HA, 2013, 'An evolutionary goal-programming approach towards scenario design for air-traffic human-performance experiments', in Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, CIVTS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, pp. 64 - 71, http://dx.doi.org/10.1109/CIVTS.2013.6612291
2013
Alam S; Hossain M; LOKAN C; Barry S; Aldis G; Butcher R; Abbass H, 2013, 'Real Time Prediction of Worst Case Air Traffic Sector Collision Risk using Evolutionary Optimization', in Suganthan PN (ed.), Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Vehicles and Transportation Systems, CIVTS 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013, Singapore, pp. 72 - 79, presented at Computational Intelligence in Vehicles and Transportation Systems (CIVTS), 2013 IEEE Symposium on, Singapore, 16 April 2013 - 19 April 2013, http://dx.doi.org/10.1109/CIVTS.2013.6612292
2013
Ghoneim A; Greenwood GW; Abbass H, 2013, 'Distributing cognitive resources in one-against-many strategy games', in 2013 IEEE Congress on Evolutionary Computation, CEC 2013, pp. 1387 - 1394, http://dx.doi.org/10.1109/CEC.2013.6557726
2013
Abbass HA; Nguyen ; Bui , 2013, 'A New Niching Method for the Direction-based Multi-objective Evolutionary Algorithm', in Suganthan (ed.), 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making (MCDM 2013), pp. 1 - 8, presented at IEEE Symposium Series on Computational Intelligence, 16 April 2013 - 19 April 2013, http://dx.doi.org/10.1109/MCDM.2013.6595437
2013
Hossain M; Alam S; Abbass HA; Rees T, 2013, 'Australian Airports Network Robustness Analysis: A Complex Network Approach', in Department of Infrastructure and Regional Development. (ed.), Australasian Transport Research Forum, ATRF 2013 - Proceedings, Brisbane, presented at 36th Australasian Transport Research Forum (ATRF), Brisbane, 02 October 2013 - 04 October 2013
2013
Mount WM; Tucek DC; Abbass HA, 2012, 'Psychophysiological evaluation of task complexity and cognitive performance in a human computer interface experiment', in Lecture Notes in Computer Science (LNCS), Springer, pp. 600 - 607, http://dx.doi.org/10.1007/978-3-642-34475-6_72
2012
Abbass H; Essam D; Sarker R, 2012, 'The 2012 international joint conference on neural networks (IJCNN)', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN.2012.6252361
2012
Wang K; Bui VQ; Petraki E; Abbass HA, 2012, 'Evolving story narrative using surrogate models of human judgement', in Robot Intelligence Technology and Applications 2012 - Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg, Heidelberg, Germany, pp. 653 - 661, presented at 1st International Conference on Robot Intelligence Technology and Applications, RiTA 2012, Gwangju; South Korea, 16 December 2012 - 18 December 2012, http://dx.doi.org/10.1007/978-3-642-37374-9_62
2012
Wang S; Shafi K; Lokan CJ; Abbass HA, 2012, 'Neuro-evolution of Escape Behaviour under High Level of Deception and Noise', in Proceedings of 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), Springer, Gwangju, Korea, pp. 1 - 8, presented at 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), Gwangju, Korea, 16 December 2012 - 18 December 2012
2012
Mount WM; Tucek DC; Abbass HA, 2012, 'A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces', in Lecture Notes in Computer Science (LNCS), Springer, pp. 202 - 209, http://dx.doi.org/10.1007/978-3-642-34475-6_25
2012
Ren S; Barlow MG; Abbass HA, 2012, 'Frontal cortex neural activities shift cognitive resources away from facial activities in real-time problem solving', in Lecture Notes in Computer Science (LNCS), Springer, pp. 132 - 139, http://dx.doi.org/10.1007/978-3-642-34478-7_17
2012
Bui VQ; Bender A; Abbass HA, 2012, 'An expressive GL-2 grammar for representing story-like scenarios', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, QLD, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6252888
2012
Tucek DC; Mount WM; Abbass HA, 2012, 'Neural and speech indicators of cognitive load for Sudoku game interfaces', in Lecture Notes in Computer Science (LNCS), Springer, pp. 2010 - 2017, http://dx.doi.org/10.1007/978-3-642-34475-6_26
2012
Xiong J; Shafi K; Abbass HA, 2012, 'Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling', in Evolutionary Computation (CEC), 2012 IEEE Congress on, IEEE Press, USA, pp. 1 - 8, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, QLD, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256118
2012
Leu G; Abbass H, 2012, 'Modeling and Evolving Human Behaviors and Emotions in Road Traffic Networks', in Procedia - Social and Behavioral Sciences, Elsevier: Creative Commons Attribution Non-Commercial No-Derivatives License, Paris, France, presented at 15th Meeting of the EURO Working Group on Transportation, Paris, France, 10 September 2012 - 13 September 2012, http://dx.doi.org/10.1016/j.sbspro.2012.09.815
2012
Alam S; Lokan CJ; Abbass HA, 2012, 'What can make an airspace unsafe? characterizing collision risk using multi-objective optimization', in 2012 IEEE Congress on Evolutionary Computation, CEC 2012, Brisbane, QLD, pp. Article number 6256168, presented at 2012 IEEE Congress on Evolutionary Computation (CEC), Brisbane, QLD, 10 June 2012 - 15 June 2012, http://dx.doi.org/10.1109/CEC.2012.6256168
2012
Zhang B; Shafi K; Abbass HA, 2012, 'Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security', in Robot Intelligence Technology and Applications 2012 - Advances in Intelligent Systems and Computing, Springer Berlin Heidelberg, Heidelberg, Germany, pp. 179 - 186, presented at 1st International Conference on Robot Intelligence Technology and Applications (RiTA 2012), Gwangju, Korea, 16 December 2012 - 18 December 2012, http://dx.doi.org/10.1007/978-3-642-37374-9_18
2012
Zhang B; Shafi K; Abbass HA, 2012, 'A density based approach to the access point layout smart distribution grid design optimization problem', in Simulated Evolution and Learning, Springer-Verlag Berlin And Heidelberg Gmbh & Co. K, USA, pp. 73 - 82, presented at 9th International Conference on Simulated Evolution and Learning, SEAL 2012, Hanoi, 16 December 2012 - 19 December 2012, http://dx.doi.org/10.1007/978-3-642-34859-4_8
2012
Xiong J; Chen Y; Liu J; Abbass HA, 2011, 'An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling', in 2011 IEEE Congress of Evolutionary Computation, CEC 2011, IEEE Computer Society, Piscataway, NJ, United States, pp. 2767 - 2774, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, United States, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949965
2011
Ghoneim AS; Essam D; Abbass HA, 2011, 'On Computations and Strategies for Real and Artificial Systems', in European Conference on Artificial Life, MIT Press, Paris, pp. 260 - 267, presented at European Conference on Artificial Life, Paris, https://mitpress.mit.edu/catalog/item/default.asp?ttype=2&tid=12760
2011
Bui L; Baker S; Bender A; Abbass HA; Barlow MG; Sarker R, 2011, 'A grid-based heuristic for two-dimensional packing problems', in 2011 IEEE Congress of Evolutionary Computation, IEEE, New Orleans, LA, pp. 2329 - 2336, presented at 2011 IEEE Congress of Evolutionary Computation, CEC 2011, New Orleans, LA, 05 June 2011 - 08 June 2011, http://dx.doi.org/10.1109/CEC.2011.5949905
2011
Alam S; Zhao W; Tang J; Lokan CJ; Abbass HA; Ellejmi M; Kirby S, 2011, 'Co-Evolutionary Framework for Identifying Delay Patterns in Arrival Traffic and Ground Events for Dynamic CDA Operations', in Proceedings of 9th USA/EUROPE Air Traffic Management Research & Development Seminar, EUROCONTROL/FAA, Berlin, presented at 9th USA/EUROPE Air Traffic Management Research & Development Seminar (ATM R&D Seminar), Berlin, http://www.atmseminar.org/seminarContent/seminar9/papers/42-Abbass-Final-Paper-4-14-11.pdf
2011
Ghoneim AS; Essam D; Abbass HA, 2011, 'Competency awareness in strategic decision making', in 2011 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support (CogSIMA 2011), IEEE, Piscataway, NJ, USA, pp. 106 - 109, presented at 2011 IEEE 1st International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support, CogSIMA 2011, Miami Beach, FL, USA, 21 February 2011 - 24 February 2011, http://dx.doi.org/10.1109/COGSIMA.2011.5753426
2011
Alam S; Zhao W; Tang J; Lokan C; Abbass H; Ellejmi M; Kirby S, 2011, 'Discovering delay patterns in arrival traffic with dynamic continuous descent approaches using co-evolutionary red teaming', in Proceedings of the 9th USA/Europe Air Traffic Management Research and Development Seminar, ATM 2011, pp. 174 - 183
2011
Abbass HA; Murray-mount W; Tucek DC; Cherie tucek D, 2011, 'Towards a Code of Best Practice for Evaluating Air Traffic control Interfaces', in Australasian Transport Research Forum 2011 Proceedings, Adelaide, South Australia, pp. 1 - 17, presented at Australasian Transport Research Forum 2011, Adelaide, South Australia, 28 September 2011 - 30 September 2011, http://www.atrf11.unisa.edu.au/Assets/Papers/ATRF11_0212_final.pdf
2011
El-Fiqi H; Petraki E; Abbass HA, 2011, 'A computational linguistic approach for the identification of translator stylometry using Arabic-English text', in IEEE International Conference on Fuzzy Systems, Institute of Electrical and Electronics Engineers Inc.,, Piscataway, NJ, USA, pp. 2039 - 2045, presented at 2011 IEEE International Conference on Fuzzy Systems, FUZZ 2011, Taipei, Taiwan, 27 June 2011 - 30 June 2011, http://dx.doi.org/10.1109/FUZZY.2011.6007535
2011
Shafi K; Bender A; Abbass HA, 2011, 'Fleet estimation for defence logistics using a multi-objective Learning Classifier System', in Genetic and Evolutionary Computation Conference, GECCO'11, Association for Computing Machinery, New York, pp. 1195 - 1202, presented at 13th Annual Genetic and Evolutionary Computation Conference, GECCO'11, Dublin, Ireland, 12 July 2011 - 16 July 2011, http://dx.doi.org/10.1145/2001576.2001738
2011
Shafi K; Bender A; Abbass HA, 2010, 'Evolutionary Dynamics of Interdependent Exogenous Risks', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586429
2010
Boulden S; Iorio A; Abbass HA, 2010, 'Learning Synchronization Behaviours in Networked Complex Systems Using Genetic Algorithms', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586030
2010
Alam S; Lokan CJ; Abbass HA; Ellejmi M; Kirby S, 2010, 'An Evolutionary Computational Analysis of Tactical Controller Tool', in In Proc. Aviation Information Technology Engineering and Management Conference, IGI Global, New Orleans, Louisiana, USA., pp. 1 - 8, presented at Aviation Information Technology Engineering and Management Conference, New Orleans, Louisiana, USA, 22 March 2010 - 24 March 2010, http://www.aitem2010.org/
2010
Leu G; Abbass HA; Curtis N, 2010, 'A GIS based assessment framework for investigating the service level resilience of ground transportation systems', in 31st Conference of the Australian Institutes of Transport Research, Australian Institutes of Transport Research, Canberra, presented at 31st Conference of the Australian Institutes of Transport Research, Canberra
2010
Wang K; Bui VQ; Abbass HA, 2010, 'Evolving stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation', in Proceedings of the 8th International Conference on Simulated Evolution And Learning, Springer Verlag, Berlin Heidelburg, pp. 135 - 145, presented at International Conference on Simulated Evolution and Learning (SEAL2010), Kanpur, India, 01 December 2010 - 04 December 2010, http://dx.doi.org/10.1007/978-3-642-17298-4_14
2010
Leu G; Abbass HA; Curtis N, 2010, 'Resilience of ground transportation networks: A case study on Melbourne', in Australian Transport Research Forum, Canberra, presented at Australian Transport Research Forum, Canberra, 29 September 2010 - 01 October 2010
2010
Zhao W; Liu J; Abbass HA; Bender A, 2010, 'A Multi-objective Risk-Based Approach for Airlift Task Scheduling Using Stochastic Bin Packing', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586005
2010
Wang S; Shafi K; Lokan CJ; Abbass HA, 2010, 'Robustness of Neural Ensembles Against Targeted and Random Adversarial Learning', in FUZZ IEEE 2010 - IEEE World Congress on Computation Intelligence, IEEE, Spain, presented at IEEE International Conference on Fuzzy Systems, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/FUZZY.2010.5584822
2010
Liu J; Zhong W; Abbass HA; Green D, 2010, 'Separated and Overlapping Community Detection in Complex Networks using Multiobjective Evolutionary Algorithms', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586522
2010
Alam S; Nguyen MH; Abbass HA; Lokan CJ; Ellejmi M; Kirby S, 2010, 'A Dynamic Continuous Descent Approach Methodology for Low Noise and Emission', in Proc. of the 29th IEEE/AIAA Digital Avionics Systems Conference, IEEE, Salt Lake City, USA, pp. 1.E.51 - 1.E.518, presented at 29th Digital Avionics Systems Conference: Improving Our Environment through Green Avionics and ATM Solutions, DASC 2010, Salt Lake City, UT, USA, 03 October 2010 - 07 October 2010, http://dx.doi.org/10.1109/DASC.2010.5655502
2010
Hossain MM; Abbass HA; Lokan CJ; Alam S, 2010, 'Adversarial Evolution: Phase Transition in Non-uniform Hard Satisfiability Problems', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5586506
2010
Bui VQ; Abbass HA; Bender A, 2010, 'Evolving Stories: Grammar Evolution for Automatic Plot Generation', in IEEE Congress on Evolutionary Computation, IEEE, Barcelona, Spain, pp. 1 - 8, presented at IEEE Congress on Evolutionary Computation, Barcelona, Spain, 18 July 2010 - 23 July 2010, http://dx.doi.org/10.1109/CEC.2010.5585934
2010
Purton ; Abbass HA; Alam S, 2010, 'Identification of ADS-B System Vulnerabilities and Threats', in 33RD AUSTRALASIAN TRANSPORT RESEARCH FORUM, Bureau of Infrastructure, Transport and Regional Economics, Canberra, presented at ATRF 2010: 33rd Australasian Transport Research Forum, Canberra, ACT, 29 September 2010 - 01 October 2010, http://www.patrec.org/web_docs/atrf/papers/2010/1916_222%20-%20Purton%20Abbass%20Alam.pdf
2010
Abbass HA; Petraki E, 2010, 'A Pedagogical Framework for Succeeding in a Cross-Disciplinary PhD', in Proceedings of the IADIS international conference on international higher education (IHE 2010), Lisbon, Portugal : International Association for Development of the Information Society (IADIS), Lisbon, Portugal, pp. 80 - 86, presented at IADIS International Conference on International Higher Education, Perth, 29 November 2010 - 01 December 2010
2010
Alam S; Tang J; Abbass HA; Lokan CJ, 2009, 'The effect of symmetry in representation on scenario-based risk assessment for air-traffic control resolution strategies', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, pp. 2180 - 2187, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983211
2009
Tang J; Alam S; Abbass HA; Lokan CJ, 2009, 'Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations', in 2009 World Summit on Genetic and Evolutionary Computation, 2009 GEC Summit - Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation, GEC`09, pp. 977 - 980, presented at 2009 World Summit on Genetic and Evolutionary Computation, 12 June 2009 - 14 June 2009, http://dx.doi.org/10.1145/1543834.1543988
2009
Alam S; Abbass HA; Lokan CJ; Ellejmi M; Kirby S, 2009, 'Computational Red Teaming to Investigate Failure Patterns in Medium Term Conflict Detection', in Proceedings of 8th Eurocontrol Innovative Research Workshop, Brétigny-sur-Orge, France, pp. 183 - 194, presented at 8th Eurocontrol Innovative Research Workshop, Brétigny-sur-Orge, France, http://ino2009.eurocontrol.fr/2009/index.php
2009
Bui LT; Wesolkowski S; Bender A; Abbass HA; Barlow MG, 2009, 'A dominance-based stability measure for multi-objective evolutionary algorithms', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, pp. 749 - 756, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983020
2009
Nehaniv C; Abbass H; Sugisaka M, 2009, 'Welcome message', in 2009 IEEE Symposium on Artificial Life, ALIFE 2009 - Proceedings, http://dx.doi.org/10.1109/ALIFE.2009.4937686
2009
Wesolkowski S; Abbass H; Abielmona R, 2009, 'Welcome to CISDA'2009', in IEEE Symposium on Computational Intelligence for Security and Defense Applications, CISDA 2009, http://dx.doi.org/10.1109/CISDA.2009.5356517
2009
Bui VQ; Bui LT; Abbass HA; Bender A; Ray PK, 2009, 'On the Role of Information Networks in Logistics: An Evolutionary Approach with Military Scenarios', in Proceedings of the IEEE Congress on Evolutionary Computation, 2009 (CEC 2009), IEEE Computer Society, Trondheim, Norway, pp. 598 - 605, presented at IEEE Congress on Evolutionary Computation, 2009(CEC2009), Trondheim, Norway, 18 May 2009 - 21 May 2009, http://dx.doi.org/10.1109/CEC.2009.4983000
2009
Abbass HA; Bligh W; Towsey M; Finn G; Tierney M, 2009, 'Knowledge discovery in a dairy cattle database: Automated knowledge acquisition', in Knowledge discovery in a dairy cattle database: Automated knowledge acquisition, 5th International Conference of the International Society for Equity in Health - `Social and Societal Influences on Equity in Health`, Crete, presented at 5th International Conference of the International Society for Equity in Health - `Social and Societal Influences on Equity in Health`, Crete, 09 June 2009 - 11 June 2009
2009
Whitacre JM; Abbass HA; Bender A; Sarker R; Baker S, 2008, 'Strategic Positioning in Tactical Scenario Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, pp. 1081 - 1088, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389293
2008
Whitacre JM; Bender A; Baker S; Fan Q; Sarker R; Abbass HA, 2008, 'Network Topology and Time Criticality Effects in Modularised Fleet Problems', in SimTecT 2008: Simulation Conference, SimTecT 2008: Simulation Conference, Melbourne, Australia, presented at SimTecT 2008: Simulation Conference, Melbourne, Australia, 12 May 2008 - 15 May 2008
2008
Barbosa B; Bui LT; Abbass HA; Aguirre LA; Braga AP, 2008, 'Evolving an Ensemble of Neural Networks using Artificial Immune Systems', in LNCS 5361: Simulated Evolution and Learning ? SEAL 2008, Melbourne, Australia, pp. 121 - 130, presented at 7th International Conf. on Simulated Evolution & Learning (SEAL 2008), Melbourne, Australia, 07 December 2008 - 10 December 2008, http://dx.doi.org/10.1007/978-3-540-89694-4_13
2008
Abbass HA; Bender A; Dam HH; Baker S; Whitacre JM; Sarker R, 2008, 'Computational Scenario-based Capability Planning', in Proc: Genetic and Evolutionary Computation Conference (GECCO-2008), Atlanta, USA, pp. 1437 - 1444, presented at Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, USA, 12 July 2008 - 16 July 2008, http://dx.doi.org/10.1145/1389095.1389378
2008
Alam S; Nguyen MH; Abbass HA; Sarker R, 2007, 'The Architecture Design and Validation of the Air Traffic Operations and Management Simulator (ATOMS)', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
2007
Abbass HA; Bender A; Baker S; Sarker R, 2007, 'Anticipating Future Scenarios for the Design of Modularised Vehicle and Trailer Fleets', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
2007
Shafi K; Abbass HA; Zhu W, 2007, 'Real Time Signature Extraction From a Supervised Classifier System', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 2509 - 2516, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424786
2007
Ursani Z; Sarker R; Abbass HA, 2007, 'Improving the Performance of Genetic Algorithm in Capacitated Vehicle Routing Problem using Self Imposed Constraints', in 2007 IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), Honolulu, Hawaii, pp. 220 - 225, presented at IEEE Symposium on Computational Intelligence in Scheduling (CI-Sched 2007), Honolulu, Hawaii, 01 April 2007 - 05 April 2007, http://dx.doi.org/10.1109/SCIS.2007.367693
2007
Greenwood GW; Abbass HA, 2007, 'A New Local Search Algorithm for Continuous Spaces Based on Army Ant Swarm Raids', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 1097 - 1102, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424592
2007
Ghoneim A; Abbass HA; Barlow MG, 2007, 'The Critical Point When Prisoners Meet the Minority: Local and Global Dynamics in Mixed Evolutionary Games', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 3711 - 3718, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424954
2007
Chen K; Dam HH; Lindsay PA; Abbass HA, 2007, 'Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 456 - 462, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/ALIFE.2007.367830
2007
Abbass HA; Alam S; Nguyen MH; Tang J, 2007, 'Dynamic Weather Avoidance Trajectories in a Traffic Constrained Enroute Airspace,', in 6th Eurocontrol Innovative Research Workshop and Exhibition, 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, presented at 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, 04 December 2007 - 06 December 2007
2007
Ghoneim A; Abbass HA; Barlow MG, 2007, 'Investigating Alliance Dynamics Using a Co-evolutionary Iterated Prisoner's Dilemma with an Exit Option', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 4065 - 4072, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4425001
2007
Cornforth DJ; Abbass HA; Larkin HD, 2007, 'Intelligent Evacuation Models for Fire and Chemical Hazard', in Recent advances in security technology 2007, Australian Homeland Security Research, Curtin, ACT, presented at RNSA Security Technology Conference 2007, Melbourne, 28 September 2007
2007
Barlow MG; Yang A; Abbass HA, 2007, 'A temporal risk assessment framework for planning a future force structure', in >, Honolulu, Hawaii, pp. 100 - 107, presented at IEEE Symposium on Computational Intelligence in Defence and Security Applications, Honolulu, Hawaii, 01 April 2007 - 04 April 2007, http://dx.doi.org/10.1109/CISDA.2007.368141
2007
Nguyen MH; Alam S; Tang J; Abbass HA, 2007, 'Ants-inspired dynamic weather avoidance trajectories in a traffic constrained enroute airspace', in 6th EUROCONTROL Innovative Research Workshop and Exhibition: Disseminating ATM Innovative Research, pp. 205 - 212
2007
Yang A; Abbass HA; Sarker R, 2007, 'Group Coordination in Multi-Agent Systems: Is it a necessity or an overhead?', in MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, pp. 670 - 676, presented at MODSIM 2007: International Congress on Modelling and Simulation, University of Canterbury, Christchurch, NZ, 10 December 2007 - 13 December 2007
2007
Shan Y; McKay RI; Essam D; Abbass HA, 2007, 'A survey of probabilistic model building genetic programming', in Studies in Computational Intelligence, pp. 121 - 160, http://dx.doi.org/10.1007/978-3-540-34954-9_6
2007
Ghoneim A; Abbass HA; Barlow MG, 2007, 'Rounds Effect in Evolutionary Games', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, pp. 72 - 83, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007
2007
Ghoneim A; Abbass HA; Barlow MG, 2007, 'Information Sharing in the Iterated Prisoner's Dilemma Game', in 2007 IEEE Symposium on Computational Intelligence and Games (CIG 2007), Honolulu, Hawaii, pp. 56 - 62, presented at IEEE Symposium on Computational Intelligence and Games (CIG 2007) 2007, Honolulu, Hawaii, 01 April 2007 - 05 April 2007, http://dx.doi.org/10.1109/CIG.2007.368079
2007
Bui LT; Soliman O; Abbass HA, 2007, 'a Modified Strategy for the Constriction Factor in Particle Swarm Optimization', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, pp. 333 - 344, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007
2007
Abbass HA; Baker S; Bender A; Sarker R, 2007, 'Anticipating Future Army Supply Chain Fleet Capabilities', in Simulation Conference and Exhibition SimTect 2007, Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, presented at Simulation Conference and Exhibition SimTect 2007, Brisbane, Qld, 04 June 2007 - 07 June 2007
2007
Alam S; Shafi K; Abbass HA; Barlow MG, 2007, 'Evolving Air Traffic Scenarios for the Evaluation of Conflict Detection Models', in 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, pp. 237 - 245, presented at 6th Eurocontrol Innovative Research Workshop and Exhibition, Bretigny sur Orge, France, 04 December 2007 - 06 December 2007
2007
Bui LT; Whitacre JM; Abbass HA, 2007, 'Performance analysis of elitism in multi-objective ant colony optimization algorithms', in Proceedings 2008 IEEE Congress on Evolutionary Computation, CEC 2008, Singapore, pp. 1633 - 1640, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2008.4631010
2007
Alam S; Nguyen MH; Abbass HA; Barlow MG, 2007, 'Ants Guide Future Pilots', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, Berlin, Germany, pp. 36 - 48, presented at 3rd Australian Conference on Artificial Life (ACAL) 2007, Gold Coast, Qld, 04 December 2007 - 06 December 2007
2007
Soliman OS; Bui LT; Abbass HA, 2007, 'The Effect of a Stochastic Step Length on the Performance of the Differential Evolution Algorithm', in 2007 IEEE Congress on Evolutionary Computation (CEC 2007), The Institute of Electrical and Electronics Engineers, Inc., Singapore, pp. 2850 - 2857, presented at IEEE Congress on Evolutionary Computation (CEC 2007), Singapore, 25 September 2007 - 28 September 2007, http://dx.doi.org/10.1109/CEC.2007.4424833
2007
Goh CK; Quek HY; Tan KC; Abbass HA, 2006, 'Modeling civil violence: An evolutionary multi-agent, game theoretic approach', in 2006 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-6, IEEE, Vancouver, CANADA, pp. 1609 - +, presented at IEEE Congress on Evolutionary Computation, Vancouver, CANADA, 16 July 2006 - 21 July 2006, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000245414202069&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2006
Abbass HA; Baker S; Bender A; Sarker R, 2006, 'Identifying the Fleet Mix in a Military Setting', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006
2006
Goh C; Quek H; Tan KC; Abbass HA, 2006, 'Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach', in 2006 IEEE Congress on Evolutionary Computation (CEC 2006), The Institute of Electrical and Electronics Engineers, Inc., Vancouver BC Canada, pp. 1624 - 1631, presented at IEEE Congress on Evolutionary Computation (CEC 2006), Vancouver BC Canada, 16 July 2006 - 21 July 2006
2006
Abbass HA; Zhu W; Shafi K, 2006, 'The Role of Early Stopping ad Population Size in XCS for Intrusion Detection', in SEAL 2006: 6th International Conference, Hefei, China, pp. 50 - 57, presented at 6th International Conference, SEAL 2006, Hefei, China
2006
Abbass H, 2006, 'Pareto-optimal approaches to neuro-ensemble learning', in Studies in Computational Intelligence, pp. 405 - 427, http://dx.doi.org/10.1007/11399346_18
2006
Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2006, 'A Multi-Agent Approach for Analysing Material Flow in a Manufacturing Supply Chain', in Proceedings of the 2nd International Intelligent Logistics Systems Conference, 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, presented at 2nd International Intelligent Logistics Systems Conference 2006, Brisbane, Qld, 22 February 2006 - 23 February 2006, http://www.asor.asn.au/iils2006/pdf/iils2006_20.pdf
2006
Alam S; Barlow MG; Abbass HA; Lindsay P, 2006, 'Mapping Lessons from Ants to Free Flight An Ant-based Weather Avoidance Algorithm in Free Flight Airspace', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006, http://dx.doi.org/10.1117/12.644284
2006
Shafi K; Abbass HA; Zhu W, 2006, 'An Adaptive Rule-based Intrusion Detection Architecture', in 2006 RNSA Security Technology Conference, RNSA Security Technology Conference 2006, Canberra, presented at RNSA Security Technology Conference 2006, Canberra, 19 September 2006 - 21 September 2006
2006
Abbass HA; Barlow MG; Alam S; Bui LT, 2006, 'Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards', in SEAL 2006: 6th International Conference, Hefei, China, pp. 829 - 836, presented at 6th International Conference, SEAL 2006, Hefei, China
2006
Petraki E; Bo Z; Abbass HA, 2006, 'Mitigating the threat of counterfeiting to international security through public awareness', in 2006 RNSA Security Technology Conference, RNSA Security Technology Conference 2006, Canberra, presented at RNSA Security Technology Conference 2006, Canberra, 19 September 2006 - 21 September 2006
2006
Abbass HA; Barlow MG; Essam D; Yang Y, 2006, 'Connecting the Dots to Disconnect Them ¿ a study in network evolution and dynamics for analysing terrorist networks', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2005: Conference on Complex Systems, Brisbane, Qld, 12 December 2006 - 14 December 2006, http://dx.doi.org/10.1117/12.644283
2006
Bui LT; Abbass HA; Essam D; Deb K, 2006, 'Dual Guidance in Evolutionary Multi-objective Optimization by Localization', in SEAL 2006: 6th International Conference, Hefei, China, pp. 384 - 391, presented at 6th International Conference, SEAL 2006, Hefei, China
2006
Dam HH; Abbass HA; Lokan CJ, 2005, 'DXCS: an XCS System for Distributed Data Mining', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 1883 - 1890, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068326
2005
Yang A; Abbass HA; Sarker R, 2005, 'Risk Assessment of Capability Requirements Using WISDOM-II', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644273
2005
Sarker R; Kara S; Freeman G; Kayis AB; Ray T; Abbass HA, 2005, 'A Multi-agent Simulation Study for Supply Chain Operation', in CIMCA 2005, Vienna, Austria, pp. 728 - 733, presented at CIMCA 2005, Vienna, Austria, 28 November 2005 - 30 November 2005, http://portal.acm.org/citation.cfm?id=1134823.1135205
2005
Sastry K; Abbass HA; Goldberg D; Johnson D, 2005, 'Sub-Structural Niching in Estimation of Distribution Algorithms', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 671 - 678, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068123
2005
Dam HH; Abbass HA; Lokan CJ, 2005, 'Be Real! XCS with Continuous-Valued Inputs', in Rothlauf F (ed.), Be Real! XCS with Continuous-Valued Inputs, 2005 International Workshop on Learning Classifier Systems, Washington DC, USA, pp. 85 - 87, presented at 2005 International Workshop on Learning Classifier Systems, Washington DC, USA, 25 June 2005 - 29 June 2005
2005
Alam S; Abbass HA; Barlow MG; Lindsay P, 2005, 'Mapping Lessons from Ants to Free Flight: An Ant-Based Weather Avoidance Algorithm in Free Flight Airspace', in Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644284
2005
Dam HH; Abbass HA; Lokan CJ, 2005, 'The Performance of the DXCS System of Continuous-Valued Inputs in Stationary and Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, pp. 618 - 625, presented at 7th IEEE international conference on e-commerce technology (CEC 2005), Munchen, Germany, 19 July 2005 - 22 July 2005, http://dx.doi.org/10.1109/CEC.2005.1554740
2005
Abbass HA; Barlow MG; Essam D; Yubin Y, 2005, 'Connecting the dots to disconnect them: A study into network evolution and dynamics for analyzing terrorist networks', in Hariz A; Varadan VK; Reinhold O (eds.), Proceedings of SPIE Volume 7503, SPIE, Washington, USA, presented at SPIE 2006: Microelectronics, MEMS and Nanotecchnology, Brisbane, Qld, 11 December 2005 - 15 December 2005, http://dx.doi.org/10.1117/12.644283
2005
McPartland M; Nolfi S; Abbass HA, 2005, 'Emergence of Communication in Competitive Multi-Agent Systems: A Pareto Multi-Objective Approach', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 51 - 58, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068017
2005
Bui LT; Branke J; Abbass HA, 2005, 'Multiobjective Optimization for Dynamic Environments', in 2005 IEEE Congress on Evolutionary Computation (CEC), Munchen, Germany, pp. 2349 - 2356, presented at 7th IEEE international conference on e-commerce technology (CEC 2005), Munchen, Germany, 19 July 2005 - 22 July 2005, http://dx.doi.org/10.1109/CEC.2005.1554987
2005
Bui LT; Abbass HA; Essam D, 2005, 'Fitness Inheritance for Noisy Evolutionary Multi-Objective Optimization', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 779 - 785, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068141
2005
Yang A; Abbass HA; Sarker R, 2005, 'WISDOM-II: A Network Centric Model for Warfare', in Knowledge-Based Intelligent Information and Engineering Systems, 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, presented at 9th international coonference on Knowledge-based intelligent information and engineering systems, Melbourne, 14 September 2005 - 16 September 2005, http://dx.doi.org/10.1007/11553939_115
2005
Yang A; Abbass HA; Sarker R, 2005, 'Evolving Agents for Network Centric Warfare', in Evolving Agents for Network Centric Warfare, 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C, presented at 2nd Workshop on Military and Security Applications of Evolutionary Computation, Washington D.C
2005
Bui LT; Branke J; Abbass HA, 2005, 'Diversity as a Selection Pressure in Dynamic Environments', in Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, pp. 1557 - 1558, presented at Genetic and Evolutionary Computation Conference (GECCO 2005), Washington DC, USA, 25 June 2005 - 29 June 2005, http://dx.doi.org/10.1145/1068009.1068257
2005
Bui LT; Essam D; Abbass HA; Green D, 2004, 'Performance analysis of evolutionary multi-objective optimization methods in noisy environments', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 29 - 39, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
2004
Shan Y; Mckay RI; Abbass HA; Essam D, 2004, 'Program Distribution estimation with Grammar Models', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 191 - 205, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
2004
Watson J; Abbass HA; Lokan CJ; Lindsay P, 2004, 'Software engineering for artificial life, complex systems, and Agent-based Distillation', in 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, pp. 1 - 13, presented at 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, 06 December 2004 - 10 December 2004
2004
Shan Y; Mckay RI; Baxter R; Abbass HA; Essam D; Nguyen XH, 2004, 'Grammar Model-based Program Evolution', in 2004 Congress on Evolutionary Computation, Portland, Oregon, USA, pp. 478 - 485, presented at IEEE Congress on Evolutionary Computation (CEC 2004), Portland, Oregon, USA, 19 June 2004 - 23 June 2004, http://dx.doi.org/10.1109/CEC.2004.1330895
2004
Abbass HA, 2004, 'An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction', in 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, England, pp. 712 - 721, presented at 8th International Conference on Parallel Problem Solving from Nature (PPSN VIII), Birmingham, England
2004
Mckay RI; Abbass HA; Shan Y; Liu JZ, 2004, 'Modularity and Position Independence in EDA-GP', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
2004
Abbass HA, 2004, 'Learning Regularities and Patterns using Probalistic Finite State Machines', in 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, pp. 1 - 10, presented at 7th Asia-Pacific Complex Systems Conference: Complex 2004, Cairns, Qld, 06 December 2004 - 10 December 2004
2004
Jiang QS; Sarker R; Abbass HA, 2004, 'Tracking moving targets and the non-stationary travelling salesman problem', in 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, pp. 171 - 179, presented at 8th Asia Pacific Symposium on Intelligent and Evolutionary Systems held in conjunction with Complex 2004 and AI2004, Cairns, Qld, 06 December 2004 - 07 December 2004
2004
Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi-agent Simulation Combat Systems', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, pp. 39 - 50, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004, http://dx.doi.org/10.1007/b104336
2004
Abbass HA; Goldberg D; Sastry K, 2004, 'Sub-structural Niching in Non-stationary Environments', in 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, pp. 873 - 885, presented at 17th Australian Joint Conference on Artifical Intelligence, Cairns, Qld, 06 December 2004 - 10 December 2004
2004
Mckay RI; Essam D; Abbass HA; Nguyen XH, 2004, 'Toward an alternative comparison between different genetic programming systems', in Proceedings of the First International Conference on Advances in Natural Computation (ICNC 2005), Part III, Lecture Notes in Computer Science 3612/2005, Springer, pp. 67 - 77
2004
Nguyen XH; Mckay RI; Essam D; Abbass HA, 2004, 'Genetic Transformation in Tree-Adjoining Grammar Guided Genetic Programming: the Relocation Operator', in 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, pp. 108 - 119, presented at 5th International Conference on Simulated Evolution and Learning, Bexco, Busan, Korea, 26 October 2004 - 29 October 2004
2004
Abbass HA; Bagirov AM; Zhang J, 2003, 'The Discrete Gradient Evolutionary Strategy Method for Global Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 435 - 442, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299608
2003
Liu B; Mckay RI; Abbass HA, 2003, 'Improving Genetic Classifiers with a Boosting Algorithm', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 2596 - 2602, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299415
2003
Teo J; Abbass HA, 2003, 'Neuro-Morpho Evolution: What will happen if our body is not symmetric?', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003
2003
Wang B; Mckay RI; Abbass HA; Barlow MG, 2003, 'A Comparative Study for Domain Ontology Guided Feature Extraction', in A Comparative Study for Domain Ontology Guided Feature Extraction, Australian Computer Society Conference, presented at Australian Computer Society Conference
2003
Abbass HA, 2003, 'Pareto Neuro-Ensembles', in 16th Australian joint conference on artificial intelligence - AI 2003, Perth, WA, pp. 554 - 566, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003
2003
Bo L; Abbass HA; Mckay RI, 2003, 'Classification Rule Discovery with Ant Colony Optimization', in Proceedings of the 2003 IEEE/WIC International Conference on Intelligent Agent Technology, IEEE Computer Society Press, Los Alamitos, CA, pp. 83 - 88, presented at 2003 IEEE/WIC International Conference on Intelligent Agent Technology, Halifax, Canada, 13 October 2003 - 16 October 2003
2003
Shan Y; Mckay RI; Abbass HA; Essam D, 2003, 'Program Evolution with Explicit Learning', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 1639 - 1646, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299869
2003
Teo J; Abbass HA, 2003, 'Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots', in Goos G; Hartmanis J; Leeuwen J (eds.), GECCO 2003, Chicago Illinois USA, pp. 1612 - 1613, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA
2003
Teo J; Nguyen MH; Abbass HA, 2003, 'Multi Objectivity as a tool for constructing Hierachical Complexity', in Genetic and Evolutionary Computation (GECCO-2003), Chicago Illinois USA, pp. 483 - 494, presented at Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago Illinois USA
2003
Teo J; Abbass HA, 2003, 'Software Verification of Redundancy in Neuro-Evolutionary Robotics', in 16th Australian joint conference on artificial intelligence - AI 2003, Perth, WA, pp. 302 - 314, presented at 16th Australian joint conference on artificial intelligence - AI`03, Perth, WA, 03 December 2003 - 05 December 2003
2003
Sarker R; Abbass HA; Dewan SM, 2003, 'PDE Algorithm for Solving Constrained Multi-Objective Optimization Problems', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003
2003
Abbass HA; K D, 2003, 'Searching under Multi - Evolutionary Pressures', in EMO 2003, Faro Portugal, pp. 391 - 404, presented at EMO 2003, Faro Portugal, 08 April 2003 - 11 April 2003
2003
Nguyen XH; Mckay RI; Abbass HA, 2003, 'Tree Adjoining Grammars, Language Bias, and Genetic Programming', in 6th European Conference Euro GP 2003, Essex UK, pp. 335 - 344, presented at 6th European Conference Euro GP 2003, Essex UK, 14 April 2003 - 16 April 2003
2003
Sarker R; Reynolds R; Abbass H; Tan KC; McKay B; Essam D; Gedeon T, 2003, 'Preface', in 2003 Congress on Evolutionary Computation, CEC 2003 - Proceedings, http://dx.doi.org/10.1109/CEC.2003.1299547
2003
Teo J; Abbass HA, 2003, 'Search Space Difficulty of Evolutionary Neuro-Controlled Legged Robots', in 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, presented at 6th Australia_Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, 30 November 2003 - 01 December 2003
2003
Essam D; Abbass HA, 2003, 'Artificial Life Models for Security & Safety', in Australian Conference on Artificial Life (ACAL 2003), Australian Conference on Artificial Life (ACAL 2003), Canberra, presented at Australian Conference on Artificial Life (ACAL 2003), Canberra, 06 December 2003 - 07 December 2003
2003
Teo J; Abbass HA, 2003, 'Elucidating the Benefits of a Self-Adaptive Pareto EMO Approach for Evolving Legged Locomotion in Artificial Creatures', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 755 - 762, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299743
2003
Wang B; Mckay RI; Abbass HA; Barlow MG, 2003, 'Learning Text Classifier Using the Domain Concept Hierarchy', in Internation Conference on Communications Circuits and Systems, Chengdu, China, pp. 1230 - 1234, presented at Internation Conference on Communications Circuits and Systems, Chengdu, China, 29 June 2003 - 01 July 2003, http://dx.doi.org/10.1109/ICCCAS.2002.1179005
2003
Abbass HA, 2003, 'Pareto Neuro-Evolution: Constructing Ensemble of Neural Networks Using Multi-objective Optimization', in 2003 Congress on Evolutionary Computation CEC 2003, Canberra, pp. 2074 - 2080, presented at IEEE Congress on Evolutionary Computation (CEC 2003), Canberra, 08 December 2003 - 12 December 2003, http://dx.doi.org/10.1109/CEC.2003.1299928
2003
Nguyen MH; Abbass HA; McKay RI, 2003, 'Stopping criteria for ensembles of evolutionary artificial neural networks', in Abraham A; Koppen M; Franke K (eds.), DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, IOS PRESS, Melbourne, AUSTRALIA, pp. 157 - 166, presented at 3rd International Conference on Hybrid Intelligent Systems (HIS 03), Melbourne, AUSTRALIA, 14 December 2003 - 17 December 2003, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000221600700016&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2003
Teo J; Abbass HA, 2002, 'Multi-Objectivity for Brain-Behaviour Evolution of a Phisically-Embodied Organism', in Proceedings of International Conference on Artificial Life, 8th International Conference on the simulation and synthesis of living systems, Australia, presented at 8th International Conference on the simulation and synthesis of living systems, Australia, 09 December 2002 - 13 December 2002
2002
Teo J; Abbass HA, 2002, 'Trading-Off Mind Complexity and Locomotion in a Physically Simulated Quadruped', in 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL 2002), IEEE, Singapore, presented at 4th Asia Pacific Conference on Simulated Evolution and Learning (SEAL `02), Singapore, 18 November 2002 - 22 November 2002
2002
Sarker R; Abbass HA, 2002, 'Identification of Future ADF Vehicles and Trailer Fleets for Project Overlander', in 2002 Mathematics-in-Industry Group Proceedings, MISG, Australia, presented at Mathematics-in-Industry Study Group Workshop 2002, Adelaide, Sth Aust, 11 February 2002 - 15 February 2002
2002
Teo J; Abbass HA, 2002, 'Coordination and Synchronization of Locomotion in a Virtual Robot', in ICONIP 2002, Singapore, pp. 1931 - 1935, presented at ICONIP`02, Singapore, 18 November 2002 - 22 November 2002, http://dx.doi.org/10.1109/ICONIP.2002.1199010
2002
Macrossan PE; Kinghorn BP; Abbass HA, 2002, 'The prediction of true GTPI for cost effective DNA testing', in The prediction of true GTPI for cost effective DNA testing, 7th International Workshop on Peritoneal Surface Malignancy, Uppsala, Sweden, presented at 7th International Workshop on Peritoneal Surface Malignancy, Uppsala, Sweden, 08 September 2002 - 10 September 2002
2002
Abbass HA; Nguyen XH; Mckay RI, 2002, 'AntTag: A new nethod to compose computer programs using colonies of ants', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, pp. 1654 - 1659, presented at IEEE Congress on Evolutionary Computation (CEC 2002), Honolulu, Hawaii, 13 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1004490
2002
Abbass HA, 2002, 'The Self-Adaptive Pareto Differential Evolution Algorithm', in Proceedings of the World Congress on Computational Intelligence, Honolulu, Hawaii, pp. 831 - 836, presented at IEEE Congress on Evolutionary Computation (CEC 2002), Honolulu, Hawaii, 13 May 2002 - 17 May 2002, http://dx.doi.org/10.1109/CEC.2002.1007033
2002
Barlow MG; Galloway J; Abbass HA, 2002, 'Mining Evolution Through Visualisation', in 8th International Conference on the simulation and synthesis of living systems, 8th International Conference on the simulation and synthesis of living systems, Australia, presented at 8th International Conference on the simulation and synthesis of living systems, Australia, 09 December 2002 - 13 December 2002
2002
Teo J; Abbass HA, 2002, 'Evolutionary multi-objective robotics: evolving a physically simulated quadruped using the PDE algorithm', in Tan KC; Lim MH; Yao X; Wang L (eds.), RECENT ADVANCES IN SIMULATED EVOLUTION AND LEARNING, WORLD SCIENTIFIC PUBL CO PTE LTD, Singapore, SINGAPORE, pp. 466 - 485, presented at 4th Asia-Pacific Conference on Simulated Evolution and Learning (SEAL 2002), Singapore, SINGAPORE, 18 November 2002 - 22 November 2002, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000231262700025&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
2002
Abbass HA, 2001, 'A Memetic Pareto Evolutionary Approach to Artificial Neural Networks', in 14th Australian Joint Conference on Artificial Intelligence (AI 2001), Adelaide, Sth Aust, pp. 1 - 12, presented at 14th Australian Joint Conference on Artificial Intelligence (AI 2001), Adelaide, Sth Aust, 10 December 2001 - 14 December 2001
2001
Abbass HA; Sarker R, 2001, 'Simultaneous Evolution of Architectures and Connection Weights in ANNs', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
2001
Jones LR; Abbass HA, 2001, 'Evolving Colony of Ants for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
2001
Abbass HA, 2001, 'MBO: Marriage in Honey Bees Optimization A Haplometrosis Polygynous Swarming Approach', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, pp. 207 - 214, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934391
2001
Abbass HA, 2001, 'A monogenous MBO approach to satisfiability', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001
2001
Abbass HA; Sarker R; Newton CS, 2001, 'PDE: A Pareto-frontier Differential Evolution Approach for Multi-objective Optimization Problems', in Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, pp. 971 - 978, presented at IEEE Congress on Evolutionary Computation (CEC 2001), Seoul, South Korea, 27 May 2001 - 30 May 2001, http://dx.doi.org/10.1109/CEC.2001.934295
2001
Macrossan PE; Kinghorn BP; Abbass HA, 2001, 'A model for cost effective DNA testing', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
2001
Abbass HA; Teo J, 2001, 'A True Annealing Approach to the Marriage in Honey-Bees Oprimization Algorithm', in Inaugural Artificial Life Workshop (AL 2001), Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, presented at Inaugural Artificial Life Workshop (AL`01), Adelaide, Sth Aust, 11 December 2001
2001
Abbass HA, 2001, 'A Single Queen Single Worker Honey-Bees Approach to 3-SAT', in GECCO 2001, Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, California USA, presented at Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, California USA, 07 July 2001 - 11 July 2001
2001
Teo J; Abbass HA, 2001, 'An Annealing to the Mating-Flight Trajectories in the Marriage in Honey Bees Optimization Algorithm', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
2001
Monypenny SJ; Abbass HA; Newton CS, 2001, 'A Bayesian update to Ant Colony Optimisation for the Traveling Salesman Problem', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
2001
Sarker R; Abbass HA; Newton CS, 2001, 'Solving multiobjective optimization problems using evolutionary algorithm', in 2001 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA2001), International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, presented at International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA - 2001), Las Vegas, Nevada, USA, 09 July 2001 - 11 July 2001
2001
Sarker R; Abbass HA; Karim S, 2001, 'An Evolutionary Algorithm for Constrained Multiobjective Optimization Problems', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001
2001
Nguyen XH; Abbass HA, 2001, 'An Evolutionary Algorithm For Changing Environment', in Post-graduate ADFA Conference on Computer Science, 2001 (PACCS 2001), Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, presented at Post-graduate ADFA Conference on Computer Science, 2001 (PACCS`01), Canberra, 14 July 2001
2001
Mckay RI; Abbass HA, 2001, 'Anti-correlation Measures in Genetic Programming', in AJJW Proceedings, 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, presented at 5th Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Dunedin, New Zealand, 19 November 2001 - 21 November 2001
2001
Mckay RI; Abbass HA, 2001, 'Analyzing Anti-correlation in Ensemble Learning', in 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, presented at 5th Biannual Conference on Artificial Neural Networks and Expert Systems (ANNES 2001), Dunedin, New Zealand, 22 November 2001 - 24 November 2001
2001
Abbass HA; Newton CS; Barkley H; Fidge AC; Laurilla AB; Perry AR; Spencer PB, 2000, 'Asexuality is Sufficient for the Travelling Salesman', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
2000
Abbass HA; Towsey M; Kozan E; Van Der Werf J, 2000, 'Why do we need to kill all the ants? An evolutionary ant colony optimisation approach for dynamic allocation', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
2000
Abbass HA; Towsey M; Kozan E; Van Der Werf J, 2000, 'The Performance of Genetic Algorithms on the One-Generation Mate-Selection Problem', in Azuma Ohuchi (ed.), 2nd Joint International Workshop, 2nd Joint International Workshop, Sapporo, Japan, pp. 10 - 17, presented at 2nd Joint International Workshop, Sapporo, Japan, 26 June 2000 - 28 June 2000
2000
Darbyshire P; Abbass HA; Barlow MG; Mckay RI, 2000, 'A Prototype Design for Studying Emergent Battlefield Behaviour through Multi-Agent Simulation', in 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, presented at 4th Japan-Australia Joint Workshop on Intelligent and Evolutionary Systems, Hayama, Japan, 31 October 2000 - 02 November 2000
2000
Macrossan PE; Abbass HA; Mengersen K; Towsey M; Finn G, 1999, 'Bayesian neural network learning for prediction in the australian dairy industry', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 395 - 406, http://dx.doi.org/10.1007/3-540-48412-4_33
1999
Abbass HA; Towsey M; Finn G, 1999, 'A Meta-Representation for Integrating OR and AI in an Intelligent Decision Support Paradigm', in Kozan E (ed.), 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, pp. 107 - 119, presented at 15th National Conference of The Australian Society for Operations Research Inc, Gold Coast, Qld, 04 July 1999 - 07 July 1999, http://dx.doi.org/10.1111/1475-3995.00009
1999
Abbass HA; Wiggen G; Lakshmanan R; Morton B, 1999, 'Constraint Programming for Process Synthesis', in Constraint Programming for Process Synthesis, 1st International Conference on the Practical Application of Constraint Technologies and Logic Programming, London, UK, presented at 1st International Conference on the Practical Application of Constraint Technologies and Logic Programming, London, UK
1999
Abbass HA; Towsey M; Finn G, 1998, 'OR and Data Mining for Intelligent Decision Support System in the Australian Dairy Industry's Breeding Program', in OR and Data Mining for Intelligent Decision Support System in the Australian Dairy Industry's Breeding Program, New Research in OR, ASOR, Brisbane, presented at New Research in OR, ASOR, Brisbane
1998
Abbass HA, 1998, 'A quadratic optimiser in a constraint logic programming paradigm', in Collier P (ed.), 11th Australian Joint Conference on Artificial Intelligence (AI 1998), 11th Australian Joint Conference on Artificial Intelligence (AI`98), Brisbane, Qld, presented at 11th Australian Joint Conference on Artificial Intelligence (AI`98), Brisbane, Qld, 13 July 1998 - 17 July 1998
1998
Abbass HA; Towsey M; Finn G, 1998, 'OR and data mining for intelligent decision support in the Australian Dairy Industry's breeding program', in OR and data mining for intelligent decision support in the Australian Dairy Industry's breeding program, New Research in OR, ASOR, Brisbane, pp. 1 - 23, presented at New Research in OR, ASOR, Brisbane
1998
Rasmy MH; Bahgat RMR; Abbass HA, 1997, 'From constraint logic programming (CLP) to decision making logic programming (DMLP)', in From constraint logic programming (CLP) to decision making logic programming (DMLP), 1st European Conference in Intelligent Management Systems in Operations, Salford University, UK, presented at 1st European Conference in Intelligent Management Systems in Operations, Salford University, UK
1997
Abbass HA; Bahgat RMR; Rasmy MH, 1996, 'The front-end of an intelligent goal programming system', in The front-end of an intelligent goal programming system, 6th International Conference on Computer Theory and Applications, Egypt, presented at 6th International Conference on Computer Theory and Applications, Egypt
1996
Abbass HA; Bahgat RMR; Rasmy MH, 1995, 'Evaluation of constraint logic programming from an operations research point of view', in Evaluation of constraint logic programming from an operations research point of view, 3rd International conference on artifical intelligence, American University in Cairo, Egypt, presented at 3rd International conference on artifical intelligence, American University in Cairo, Egypt
1995
Books
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Tang J; Leu G; Abbass HA, 2019, Simulation and computational red teaming for problem solving, http://dx.doi.org/10.1002/9781119527183
2019
Liu J; Abbass HA; Tan KC, 2018, Evolutionary Computation and Complex Networks, http://dx.doi.org/10.1007/978-3-319-60000-0
2018
2016, Recent Advances in Computational Intelligence in Defense and Security, Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-26450-9
2016
Green DG; Liu J; Abbass HA, 2014, Dual Phase Evolution, Springer, http://dx.doi.org/10.1007/978-1-4419-8423-4
2014
Abbass HA, 2014, Computational Red Teaming: Risk Analytics of Big-Data-to-Decisions Intelligent Systems, Springer, Switzerland, http://dx.doi.org/10.1007/978-3-319-08281-3
2014
Working Papers
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Chica M; Chiong R; Ramasco JJ; Abbass H, 2019, Effects of update rules on networked N-player trust game dynamics, http://dx.doi.org10.1016/j.cnsns.2019.104870, http://arxiv.org/abs/1712.06875v1
2019
Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey, http://dx.doi.org, http://arxiv.org/abs/1803.03093v1
Iorio AW; Abbass HA; Gaidow S; Bender A, Visualizing Cognitive Moves for Assessing Information Perception Biases in Decision Making, http://dx.doi.org, http://arxiv.org/abs/1401.7193v1
Edited Books
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Abbass H; Scholz J; Reid DR, (eds.), 2018, Foundations of Trusted Autonomy, Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-64816-3
2018
Sammut C; Webb GI, (ed.), 2010, Artificial Life., Springer, https://doi.org/10.1007/978-0-387-30164-8
2010
Reports
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Abbass HA; Towsey M; Finn G, 1999, C-Net: generating multivariate decision tress from artificial neural networks using C5
1999
Wesolkowski S; Mazurek M; Whitacre JM; Bender A; Abbass H, Robustness and Adaptiveness Analysis of Future Fleets, http://arxiv.org/abs/0907.0598v1
Abbass HA; Sastry K; Goldberg DE, Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non--Stationary Environments, http://arxiv.org/abs/cs/0502021v1

Artificial Intelligence, Autonomous Systems, Swarm Intelligence, Swarm Robotics, Human-Swarm Teaming, Brain Computer Interface, Human-Machine Symbiosis, Trusted Autonomous Systems, Trusted Autonomy, Machine Trust, Biometrics, Social Implications of Autonomous Systems, Social Integration of AI