By Professor Hussein Abbass

Journal articles

Abbass H; Harvey J; Yaxley K, 2018, 'Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents', , http://arxiv.org/abs/1812.08960v1

Greenwood GW; Abbass HA; Petraki E, 2018, 'When is altruistic punishment useful in social dilemmas?', BioSystems, 174, pp. 60 - 62, http://dx.doi.org/10.1016/j.biosystems.2018.10.015

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, 2, pp. 410, http://dx.doi.org/10.1109/TETCI.2018.2867053

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, 26, pp. 1858 - 1867, http://dx.doi.org/10.1109/TNSRE.2018.2864119

Abbass HA; Fogel G; Fidock J, 2018, 'Guest Editorial: Special Issue on Human-Machine Symbiosis', IEEE Transactions on Emerging Topics in Computational Intelligence, 2, pp. 246 - 248, http://dx.doi.org/10.1109/TETCI.2018.2853518

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, 115, pp. 35 - 55, http://dx.doi.org/10.1016/j.tre.2018.04.011

Keshk M; Singh H; Abbass H, 2018, 'Automatic estimation of differential evolution parameters using Hidden Markov Models', Evolutionary Intelligence, 10, pp. 77 - 93, http://dx.doi.org/10.1007/s12065-018-0153-5

Tang J; Leu G; Abbass HA; Tang J, 2018, 'Networking the Boids Is More Robust Against Adversarial Learning', IEEE Transactions on Network Science and Engineering, 5, pp. 141 - 155, http://dx.doi.org/10.1109/TNSE.2017.2745108

Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2018, 'Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey',

Wang K; Bui V; Petraki E; Abbass H, 2018, 'Human–Guided Evolutionary Story Narration', IEEE Access, 99, pp. 13783 - 13802, http://dx.doi.org/10.1109/ACCESS.2018.2797879

Harvey J; Merrick K; Abbass H, 2018, 'Assessing Human Judgement of Computationally Generated Swarming', Frontiers Robotics and AI

Yang Z; Merrick K; Abbass H, 2018, 'Hierarchical Deep Reinforcement Learning for Continuous Action Control', IEEE Transactions on Neural Networks and Learning Systems, 29, pp. 5174 - 5184, http://dx.doi.org/10.1109/TNNLS.2018.2805379

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, 1, pp. 270 - 279, http://dx.doi.org/10.1109/tetci.2017.2690913

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, 16, http://dx.doi.org/10.1142/S1469026817500067

Gee SB; Tan KC; Abbass HA, 2017, 'A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization', IEEE Transactions on Cybernetics, 47, pp. 461 - 472, http://dx.doi.org/10.1109/TCYB.2016.2519450

Shafi K; Abbass HA, 2017, 'A Survey of Learning Classifier Systems in Games', IEEE Computational Intelligence Magazine, 12, pp. 42 - 55, http://dx.doi.org/10.1109/MCI.2016.2627670

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, 1, pp. 27 - 40, http://dx.doi.org/10.1109/TETCI.2016.2641929

Liu X; Merrick K; Abbass H, 2017, 'Towards Electroencephalographic Profiling of Player Motivation: A Survey', IEEE Transactions on Cognitive and Developmental Systems, 10, pp. 499 - 513, http://dx.doi.org/10.1109/TCDS.2017.2726083

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, 253, pp. 226 - 240, http://dx.doi.org/10.1016/j.ejor.2016.02.031

Leu G; Abbass H, 2016, 'A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents', Knowledge-Based Systems, 105, pp. 1 - 22, http://dx.doi.org/10.1016/j.knosys.2016.02.012

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, 16, pp. 1 - 26, http://dx.doi.org/10.1145/2898997

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, 251, pp. 662 - 675, http://dx.doi.org/10.1016/j.ejor.2015.11.031

Abbass H; Greenwood G; Petraki E, 2016, 'The N-Player Trust Game and its Replicator Dynamics', IEEE Transactions on Evolutionary Computation, 20, pp. 470 - 474, http://dx.doi.org/10.1109/TEVC.2015.2484840

Qiu X; Xu JX; Tan KC; Abbass HA, 2016, 'Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization', IEEE Transactions on Evolutionary Computation, 20, pp. 232 - 244, http://dx.doi.org/10.1109/TEVC.2015.2433672

Goh SK; Abbass HA; Tan KC; Al-Mamun A, 2016, 'Decompositional independent component analysis using multi-objective optimization', Soft Computing, 20, pp. 1289 - 1304, http://dx.doi.org/10.1007/s00500-015-1587-7

Abbass H; Leu G; Merrick K, 2016, 'A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data', IEEE Access, 4, pp. 2808 - 2830, http://dx.doi.org/10.1109/ACCESS.2016.2571058

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, 18 March 2016, http://dx.doi.org/10.1109/TNNLS.2016.2536104

Abbass HA; Petraki E; Merrick K; Harvey J; Barlow M, 2015, 'Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges', Cognitive Computation, 8, pp. 385 - 408, http://dx.doi.org/10.1007/s12559-015-9365-5

Harvey J; Merrick K; Abbass HA, 2015, 'Application of chaos measures to a simplified boids flocking model', Swarm Intelligence, 9, pp. 23 - 41, http://dx.doi.org/10.1007/s11721-015-0103-0

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

Schiechowski M; Merrick K; Mandziuk J; Abbass H, 2015, 'Human Machine Cooperation Loop in Game Playing', International Journal on Advances in Intelligent Systems, 8, pp. 310 - 323, https://www.thinkmind.org/index.php?view=article&articleid=intsys_v8_n34_2015_8

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

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

Abbass HA; tang ; Ellejmi M; Kirby S, 2014, 'Visual and auditory reaction time for air traffic controllers using quantitative electroencephalograph (QEEG) data', Brain Informatics, 1, pp. 39 - 45, http://dx.doi.org/10.1007/s40708-014-0005-8

Zhao W; Alam S; Abbass HA, 2014, 'MOCCA-II: A multi-objective co-operative co-evolutionary algorithm', Applied Soft Computing, 23, pp. 407 - 416, http://dx.doi.org/10.1016/j.asoc.2014.06.011

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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