Journal articles

Jiang QS; Sarker R; Abbass HA, 2005, 'Tracking Moving Objects and the Non stationary Travelling Salesman Problem', Complexity International: An electronic journal of complex systems research, vol. 11, pp. 171 - 179

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

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

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

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

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

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

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

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

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

Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Alogrithms for a Large Scale Dynamic Allocation Problem', Journal of Applied System Studies (JASS), vol. 4

Teo J; Abbass HA, 2003, 'A True Annealing Approach to the Marriage in Honey Bees Optimization Alogrithms', The International Journal of Computational Intelligence and Applications, vol. 3, pp. 199 - 208

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

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

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

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

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

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

Abbass HA; Towsey M; Finn G; Kozan E, 2001, 'A meta-representation for integrating operational research and artificial intelligence in an intelligent decision support paradigm', International Transactions in Operational Research, vol. 8, pp. 107 - 119, http://dx.doi.org/10.1111/1475-3995.00009

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

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

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

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

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

Abbass H; Harvey J; Yaxley K, 'Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents',

Conference Papers

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

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', Sydney, presented at International Conference on Neural Information Processing, Sydney

Fernandez Rojas R; Debie E; Fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2019, 'Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming', Sydney, presented at International Conference on Neural Information Processing, Sydney

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

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, presented at iEEE International Joint Conference on Neural Networks, Budapest

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

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

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

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

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, -

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, -

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

Nguyen HT; Garratt ; Bui ; Abbass , 2018, '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

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

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

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

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

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, -

Dunk I; Abbass H, 2017, '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

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

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

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

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

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

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

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