Book Chapters
Barlow M, 2018, 'Trusted autonomous game play', in Foundations of Trusted Autonomy, pp. 125 - 132, http://dx.doi.org/10.1007/978-3-319-64816-3_7
Lakshika E; Barlow M, 2017, 'Computational Intelligence Approaches to Computational Aesthetics', in Encyclopedia of Information Science and Technology, Fourth Edition, IGI Global, pp. 156 - 165, http://dx.doi.org/10.4018/978-1-5225-2255-3.ch014
Alam S; Ahmed MS; barlow M, 2017, 'An Evolutionary Optimization Approach for Path Planning of Arrival Aircraft for Optimal Sequencing', in Leu G; sINGH H; Elsayed S (ed.), Intelligent and Evolutionary Systems. Proceedings in Adaptation, Learning and Optimization, Springer, Canberra, Australia, pp. 1 - 16, http://dx.doi.org/10.1007/978-3-319-49049-6_1
Barlow MG, 2011, 'Game Led HCI Improvements', in Cruz-Cunha MM; Varvalho VH; Tavares P (ed.), Business, technological and social dimensions of computer games : multidisciplinary developments, edn. Original, IGI Global, pp. 126 - 145, http://dx.doi.org/10.4018/978-1-60960-567-4
Bui LT; Bender A; Barlow M; Abbass HA, 2010, 'Multiagent-Based Approach for Risk Analysis in Mission Capability Planning', in Sarker RA; Ray T (ed.), AGENT-BASED EVOLUTIONARY SEARCH, edn. Adaptation Learning and Optimization, SPRINGER-VERLAG BERLIN, pp. 77 - 96, http://dx.doi.org/10.1007/978-3-642-13425-8_4
Barlow MG, 2008, 'Virtual Organizations in Commercial Games', in Putnik G; Cunha MM (ed.), Encyclopaedia of Networked and Virtual Organizations, edn. Original, Information Science Reference, USA, pp. 1819 - 1826
Barlow MG, 2006, 'The Game of Defense and Security', in Abbass H; Essam D (ed.), Applications of Information Systems to Homeland Security and Defense, Idea Group Publishing, Hershey PA, USA: London, UK, pp. 138 - 166, http://dx.doi.org/10.4018/978-1-59140-640-2.ch006
Barlow MG; Cox R, 2006, 'Small & Simple:Application-Specific Multi-Agent Systems', in Abbass H; Essam D (ed.), Applications of Information Systems to Homeland Security and Defense, Idea Group Publishing, Hershey PA, USA: London, UK, pp. 17 - 45, http://dx.doi.org/10.4018/978-1-59140-640-2.ch002
Yang A; Abbass HA; Curtis N; Sarker R; Barlow MG, 2006, 'WISDOM-II: A Network Centric Model for Warfare', in Perez P; Batten D (ed.), Complex Science for a Complex World - Exploring Human Ecosystems with Agents, ANU E Press, Canberra, ACT Australia, pp. 149 - 174, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000291158700011&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a
Yang A; Abbass HA; Barlow MG; Sarker R; Curtis N, 2005, 'Evolving Capability Requirements in WISDOM-II', in Abbass HA; Bossmaier T; Wiles J (ed.), Recent Advances in Artificial Life - Advances in Natural Computation - Vol. 3, edn. Original, World Scientific Publishing, Singapore, pp. 335 - 348, http://dx.doi.org/10.1142/9789812701497_0025
Alam S; McPartland M; Barlow MG; Lindsay P; Abbass HA, 2005, 'Neural Evolution for Collision Detection & Resolution in a 2D Free Flight Environment', in Abbass HA; Bossmaier T; Wiles J (ed.), Recent Advances in Artificial Life - Advances in Natural Computation - Vol. 3, edn. Original, World Scientific Publishing, Singapore, pp. 13 - 28, http://dx.doi.org/10.1142/9789812701497_0002
Journal articles
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
Gray L; Lakshika E; Barlow M, 2020, 'Impact of Using Active Locomotion Interfaces for Gameplay: A Study on Exertion Levels and Presence', IEEE Transactions on Games, vol. 12, pp. 406 - 415, http://dx.doi.org/10.1109/TG.2020.3040357
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
Khan M; Kasmarik K; Barlow M, 2020, 'Autonomous Detection of Collective Behaviours in Swarms', Swarm and Evolutionary Computation, vol. 57
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
Ahmed MS; Alam S; Barlow M, 2018, 'A Cooperative Co-Evolutionary optimisation model for best-fit aircraft sequence and feasible runway configuration in a multi-runway airport', Aerospace, vol. 5, http://dx.doi.org/10.3390/aerospace5030085
Shah Z; Mahmood AN; Barlow M; Tari Z; Yi X; Zomaya AY, 2018, 'Computing hierarchical summary from two-dimensional big data streams', IEEE Transactions on Parallel and Distributed Systems, vol. 29, pp. 803 - 818, http://dx.doi.org/10.1109/TPDS.2017.2778734
Khan R; Kasmarik K; Barlow M, 2018, 'Towards Computational Motivation for Multi-Agent Systems and Swarms', Frontiers in Robotics and AI-Computational Intelligence, vol. 5, http://dx.doi.org/10.3389/frobt.2018.00134
Lakshika E; Barlow M; Easton A, 2017, 'Understanding the Interplay of Model Complexity and Fidelity in Multiagent Systems via an Evolutionary Framework', IEEE Transactions on Computational Intelligence and AI in Games, vol. 9, pp. 277 - 289, http://dx.doi.org/10.1109/TCIAIG.2016.2560882
Lakshika E; Barlow M; Easton A, 2016, 'Evolving lane merge traffic behaviour simulations via a macroscopic objective function and a machine learning system trained through bootstrapped human judgement', Applied Intelligence, vol. 44, pp. 862 - 877, http://dx.doi.org/10.1007/s10489-015-0733-3
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
Shah Z; Mahmood AN; Barlow M, 2015, 'Computing discounted multidimensional hierarchical aggregates using modified Misra Gries algorithm', Performance Evaluation, vol. 91, pp. 170 - 186, http://dx.doi.org/10.1016/j.peva.2015.06.011
Merrick K; Isaacs A; Barlow M; Gu N, 2013, 'A Shape Grammar Approach to Computational Creativity and Procedural Content Generation in Massively Multiplayer Online Role-Playing Games', Entertainment Computing, vol. 4, pp. 115 - 130, http://dx.doi.org/10.1016/j.entcom.2012.09.006
Barlow M; Rowlands E, 2012, 'Quantification of game ai performance for junior leadership training in the defence domain', Handbook of Research on Serious Games as Educational, Business and Research Tools, pp. 1097 - 1121, http://dx.doi.org/10.4018/978-1-4666-0149-9.ch057
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
Barlow M, 2011, 'Game led HCI improvements', Business, Technological, and Social Dimensions of Computer Games: Multidisciplinary Developments, pp. 126 - 145, http://dx.doi.org/10.4018/978-1-60960-567-4.ch009
Lim HC; Stocker RC; Barlow MG; Larkin HD, 2011, 'Interplay of ethical trust and social moral norms: Environment modelling and computational mechanisms in agent-based social simulation (ABSS)', Web Intelligence and Agent Systems, vol. 9, pp. 377 - 391, http://dx.doi.org/10.3233/WIA-2011-0225
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
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
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
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
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
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
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
Easton AC; Barlow MG, 2002, 'CROCADILE- An Open, Extensible Agent-Based Distillation Engine', International Journal of Information and Security, vol. 8, pp. 17 - 51
Matsuoka T; Hasson R; Barlow MG; Furui S, 1996, 'Language model acquisition from a text corpus for speech understanding', Transactions Institute of Electronics, Information and Communication Engineers, pp. 2070 - 2077
Conference Papers
Salimi N; Barlow M; Lakshika E, 2020, 'Towards Potential of N-back Task as Protocol and EEGNet for the EEG-based Biometric', in 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, IEEE, pp. 1718 - 1724, http://dx.doi.org/10.1109/SSCI47803.2020.9308487
Kasmarik K; Abpeikar S; Khan MM; Khattab N; Barlow M; Garratt M, 2020, 'Autonomous Recognition of Collective Behaviour in Robot Swarms', Canberra, Australia, presented at 33rd Australasian Joint Conference on Artificial Intelligence, Canberra, Australia, 29 November 2020
Wannigamage D; Barlow M; Lakshika E; Kasmarik K, 2020, 'Analysis and Prediction of Player Population Changes in Digital Games During the COVID-19 Pandemic', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer International Publishing, pp. 458 - 469, http://dx.doi.org/10.1007/978-3-030-64984-5_36
Hussein S; Barlow M; Lakshika E, 2020, 'Activity-Independent Person Identification Based on Daily Activities Using Wearable Sensors', in Gallagher M; Moustafa N; Lakshika E (eds.), Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer, pp. 383 - 394, http://dx.doi.org/10.1007/978-3-030-64984-5_30
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
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
Ghignone L; Barlow M, 2019, 'Shallow Network Training with Dynamic Sample Weights Decay - A Potential Function Approximator for Reinforcement Learning', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 149 - 154, http://dx.doi.org/10.1109/SSCI44817.2019.9003124
Salimi N; Barlow M; Lakshika E, 2019, 'Mental Workload Classification Using Short Duration EEG Data: An Ensemble Approach Based on Individual Channels', in 2019 IEEE Symposium Series on Computational Intelligence, SSCI 2019, pp. 393 - 398, http://dx.doi.org/10.1109/SSCI44817.2019.9003141
Charoensook T; Barlow M; Lakshika E, 2019, 'Heart Rate and Breathing Variability for Virtual Reality Game Play', in 2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019, http://dx.doi.org/10.1109/SeGAH.2019.8882434
Dhawan D; Barlow M; Lakshika E, 2019, 'Prosthetic Rehabilitation Training in Virtual Reality', in 2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019, http://dx.doi.org/10.1109/SeGAH.2019.8882455
Vihanga D; Barlow M; Lakshika E; Kasmarik K, 2019, 'Weekly Seasonal Player Population Patterns in Online Games: A Time Series Clustering Approach', in IEEE Conference on Games, London, UK, presented at IEEE Conference on Games, London, UK
Elkader SA; Barlow M; Lakshika E, 2018, 'Wearable sensors for recognizing individuals undertaking daily activities', in Proceedings - International Symposium on Wearable Computers, ISWC, pp. 64 - 67, http://dx.doi.org/10.1145/3267242.3267245
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
