Professor Hussein Abbass

Professor
School of Engineering and Information Technology

LOCATION

Building 15 Room 103 School of Engineering and Information Technology, The University of New South Wales, Australian Defence Force Academy, PO Box 7916, Canberra BC ACT 2610, AUSTRALIA

  • ABOUT
  • PUBLICATIONS

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

Books

Liu J; Abbass HA; Tan KC, 2018, Evolutionary Computation and Complex Networks, http://dx.doi.org/10.1007/978-3-319-60000-0

2016, Recent Advances in Computational Intelligence in Defense and Security, Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-26450-9

Abbass HA, 2015, Computational red teaming: Risk analytics of big-data-to-decisions intelligent systems, http://dx.doi.org/10.1007/978-3-319-08281-3

Green DG; Liu J; Abbass HA, 2014, Dual Phase Evolution, Springer, http://dx.doi.org/10.1007/978-1-4419-8423-4

Book Chapters

Wang M; Abbass H; Hu J, 2018, 'EEG-based biometrics for person identification and continuous authentication', in Awad AI; Fairhurst M (ed.), , IET

Abbass HA; Scholz J; Reid DJ, 2018, 'Foundations of trusted autonomy: An introduction', in Studies in Systems, Decision and Control, Springer, pp. 1 - 12, http://dx.doi.org/10.1007/978-3-319-64816-3_1

Journal articles

Hussein A; Elsawah S; Abbass HA, 2019, 'Trust Mediating Reliability–Reliance Relationship in Supervisory Control of Human–Swarm Interactions', Human Factors, pp. 18720819879273, http://dx.doi.org/10.1177/0018720819879273

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

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

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

Gee A; Abbass H, 2019, 'Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design', Proceedings of the International Joint Conference on Neural Networks, vol. 2019-July, http://dx.doi.org/10.1109/IJCNN.2019.8852209

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

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

Clayton NR; Abbass H, 2019, 'Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding', 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings, pp. 1259 - 1266, http://dx.doi.org/10.1109/CEC.2019.8790157

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, vol. 2, pp. 410 - 410, http://dx.doi.org/10.1109/tetci.2018.2867053

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

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

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

Hussein A; Abbass H, 2018, 'Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges', 2018 2nd Annual Systems Modelling Conference, SMC 2018, http://dx.doi.org/10.1109/SYSMC.2018.8509744

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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, vol. 18, pp. 2119 - 2134, http://dx.doi.org/10.1007/s00500-013-1187-3

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

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

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