Conference Papers

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

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

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

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

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, - , https://aaai.org/Library/Symposia/symposia-library.php

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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