Select Publications

Books

Tang J; Leu G; Abbass HA, 2019, Simulation and computational red teaming for problem solving, http://dx.doi.org/10.1002/9781119527183

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, 2014, Computational Red Teaming: Risk Analytics of Big-Data-to-Decisions Intelligent Systems, Springer, Switzerland, 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

Abbass HA; Bossomaier T; Wiles J, 2005, Preface

Abbass HA; Bossomaier T; Wiles J, 2005, Recent advances in artificial life, http://dx.doi.org/10.1142/5992

Book Chapters

Liu J; Anavatti S; Garratt M; Abbass HA, 2021, 'Marriage in Honey Bees Optimization in Continuous Domains', in Handbook of AI-based Metaheuristics, CRC Press, pp. 43 - 72, http://dx.doi.org/10.1201/9781003162841-4

Nguyen H; Garratt M; Abbass H, 2021, 'Apprenticeship Bootstrapping Reinforcement Learning for Sky Shepherding of a Ground Swarm in Gazebo', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 207 - 243, http://dx.doi.org/10.1007/978-3-030-60898-9_10

Fernandez Rojas R; Debie E; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Human Performance Operating Picture for Shepherding a Swarm of Autonomous Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 293 - 323, http://dx.doi.org/10.1007/978-3-030-60898-9_13

Liu J; Garratt M; Anavatti S; Abbass H, 2021, 'Mission Planning for Shepherding a Swarm of Uninhabited Aerial Vehicles', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 87 - 114, http://dx.doi.org/10.1007/978-3-030-60898-9_5

Long N; Garratt M; sammut K; sgarioto D; Abbass H, 2021, 'Shepherding Autonomous Goal-Focused Swarms in Unknown Environments Using Hilbert Space-Filling Paths', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 31 - 50, http://dx.doi.org/10.1007/978-3-030-60898-9_2

Baxter D; Garratt M; Abbass H, 2021, 'Simulating Single and Multiple Sheepdogs Guidance of a Sheep Swarm', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 51 - 65, http://dx.doi.org/10.1007/978-3-030-60898-9_3

Debie E; Fernandez Rojas R; fidock J; Barlow M; Kasmarik K; Anavatti S; Garratt M; Abbass H, 2021, 'Transparent Shepherding: A Rule-Based Learning Shepherd for Human Swarm Teaming', in Shepherding UxVs for Human-Swarm Teaming An Artificial Intelligence Approach to Unmanned X Vehicles, Springer Nature, pp. 267 - 292, http://dx.doi.org/10.1007/978-3-030-60898-9_12

Campbell B; El-Fiqi H; Hunjet R; Abbass H, 2021, 'Distributed Multi-agent Shepherding with Consensus', in Advances in Swarm Intelligence, Springer International Publishing, pp. 168 - 181, http://dx.doi.org/10.1007/978-3-030-78811-7_17

Francis S; Anavatti SG; Garratt M; Abbass HA, 2021, 'Real-Time Multi-obstacle Detection and Tracking Using a Vision Sensor for Autonomous Vehicle', in Communication and Intelligent Systems, Springer Singapore, pp. 873 - 883, http://dx.doi.org/10.1007/978-981-16-1089-9_67

Kasmarik K; Liu X; Abbass H, 2021, 'Design and Validation of a Mini-Game for Player Motive Profiling', in Women in Computational Intelligence: Key Advances and Perspectives on Emerging Topics

El-Fiqi H; Kasmarik K; Abbass H, 2021, 'Logical Shepherd Assisting Air Traffic Controllers for Swarm UAV Traffic Control Systems', in Abbass H; Robert H (ed.), Shepherding UxVs for Human-Swarm Teaming: An Artificial Intelligence Approach to Unmanned X Vehicles, Springer International Publishing, pp. 245 - 263, http://dx.doi.org/10.1007/978-3-030-60898-9_11

Abbass HA; Hunjet RA, 2021, 'Smart Shepherding: Towards Transparent Artificial Intelligence Enabled Human-Swarm Teams', in Unmanned System Technologies, Springer International Publishing, pp. 1 - 28, http://dx.doi.org/10.1007/978-3-030-60898-9_1

Hussein A; Abbass HA, 2021, 'Stable Belief Estimation in Shepherd-Assisted Swarm Collective Decision Making', in Shepherding UxVs for Human-Swarm Teaming: An Artificial Intelligence Approach to Unmanned X Vehicles, Springer International Publishing, pp. 165 - 185, http://dx.doi.org/10.1007/978-3-030-60898-9_8

Yaxley KJ; Joiner K; Abbass H; Bogais J, 2020, 'Life-learning of smart autonomous systems for meaningful human-autonomy teaming', in Handley H; Tolk A (ed.), A Framework for Human System Engineering: Applications and Case Studies, IEEE Wiley, pp. 43 - 61, http://dx.doi.org/10.1002/9781119698821.ch4

Abbass HA, 2020, 'An Introduction to Neuroergonomics: From Brains at Work to Human-Swarm Teaming', in Cognitive Science and Technology, pp. 3 - 10, http://dx.doi.org/10.1007/978-3-030-34784-0_1

Wang M; Abbass H; Hu J, 2018, 'EEG-based biometrics for person identification and continuous authentication', in Awad AI; Fairhurst M (ed.), Information Security Foundations Technologies and Applications, IET, http://dx.doi.org/10.1049/PBSE001E_ch13

Abbass HA; Scholz J; Reid DJ, 2018, 'Foundations of Trusted Autonomy Preface', in Abbass HA; Scholz J; Reid DJ (ed.), FOUNDATIONS OF TRUSTED AUTONOMY, SPRINGER INTERNATIONAL PUBLISHING AG, pp. IX - IX, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000446848400002&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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

Abielmona R; Falcon R; Zincir-Heywood N; Abbass H, 2016, 'Recent Advances in Computational Intelligence in Defense and Security', in Recent Advances in Computational Intelligence in Defense and Security, Springer International Publishing, pp. 1 - 9, http://dx.doi.org/10.1007/978-3-319-26450-9_1

Tuček DC; Mount WM; Abbass HA, 2012, 'Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces', in Neural Information Processing, pp. 210 - 217, http://dx.doi.org/10.1007/978-3-642-34475-6_26

Yang A; Abbass HA; Sarker R, 2004, 'Landscape Dynamics in Multi–agent Simulation Combat Systems', in Lecture Notes in Computer Science, Springer Berlin Heidelberg, pp. 39 - 50, http://dx.doi.org/10.1007/978-3-540-30549-1_4

Macrossan P; Mengersen K, 2002, 'Bayesian Learning', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 108 - 121, http://dx.doi.org/10.4018/978-1-930708-26-6.ch007

de Carvalho A; Braga AP; Rezende SO; Martineli E; Ludermir T, 2002, 'Understanding Credit Card User's Behaviour', in Heuristic and Optimization for Knowledge Discovery, IGI Global, pp. 241 - 262, http://dx.doi.org/10.4018/978-1-930708-26-6.ch013

Edited Books

Abbass H; Scholz J; Reid DR, (eds.), 2018, Foundations of Trusted Autonomy, Springer International Publishing, http://dx.doi.org/10.1007/978-3-319-64816-3

Sammut C; Webb GI, (ed.), 2011, Artificial Life, Springer US, http://dx.doi.org/10.1007/978-0-387-30164-8_34

Journal articles

Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning', Expert Systems with Applications, vol. 196, pp. 116605 - 116605, http://dx.doi.org/10.1016/j.eswa.2022.116605

Liu J; Anavatti S; Garratt M; Tan KC; Abbass HA, 2022, 'A survey, taxonomy and progress evaluation of three decades of swarm optimisation', Artificial Intelligence Review, vol. 55, pp. 3607 - 3725, http://dx.doi.org/10.1007/s10462-021-10095-z

Hussein A; Elsawah S; Petraki E; Abbass HA, 2022, 'A machine education approach to swarm decision-making in best-of-n problems', Swarm Intelligence, vol. 16, pp. 59 - 90, http://dx.doi.org/10.1007/s11721-021-00206-5

Liu J; Anavatti S; Garratt M; Abbass HA, 2022, 'Multi-operator continuous ant colony optimisation for real world problems', Swarm and Evolutionary Computation, vol. 69, pp. 100984 - 100984, http://dx.doi.org/10.1016/j.swevo.2021.100984

Hussein A; Ghignone L; Nguyen T; Salimi N; Nguyen H; Wang M; Abbass HA, 2022, 'Characterization of Indicators for Adaptive Human-Swarm Teaming', Frontiers in Robotics and AI, vol. 9, pp. 745958, http://dx.doi.org/10.3389/frobt.2022.745958

Dam T; Anavatti SG; Abbass HA, 2022, 'Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, vol. 19, pp. 1 - 5, http://dx.doi.org/10.1109/LGRS.2020.3041864

Hepworth AJ; Baxter DP; Abbass HA, 2022, 'Onto4MAT: A Swarm Shepherding Ontology for Generalized Multiagent Teaming', IEEE ACCESS, vol. 10, pp. 59843 - 59861, http://dx.doi.org/10.1109/ACCESS.2022.3180032

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'Towards Real-Time Monocular Depth Estimation for Robotics: A Survey[-5pt]', IEEE Transactions on Intelligent Transportation Systems, pp. 1 - 22, http://dx.doi.org/10.1109/TITS.2022.3160741

Song Y; Garibaldi J; Coello CAC; Yannakakis GN; Tang H; Ong YS; Abbass H, 2022, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, vol. 17, pp. 10 - 12, http://dx.doi.org/10.1109/mci.2021.3129952

Song Y; Garibaldi J; Coello CAC; Yannakakis GN; Tang H; Ong YS; Abbass H, 2022, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, vol. 17, pp. 11 - 13, http://dx.doi.org/10.1109/mci.2022.3155328

Abbass H; Petraki E; Hussein A; McCall F; Elsawah S, 2021, 'A model of symbiomemesis: Machine education and communication as pillars for human-autonomy symbiosis', Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol. 379, http://dx.doi.org/10.1098/rsta.2020.0364

Simpson J; Oosthuizen R; Sawah SE; Abbass H, 2021, 'Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control', , http://arxiv.org/abs/2109.06874v1

Dam T; Anavatti SG; Abbass HA, 2021, 'Improving ClusterGAN Using Self-AugmentedInformation Maximization of Disentangling LatentSpaces', , http://arxiv.org/abs/2107.12706v1

Hepworth AJ; Baxter DP; Hussein A; Yaxley KJ; Debie E; Abbass HA, 2021, 'Human-Swarm-Teaming Transparency and Trust Architecture', IEEE/CAA Journal of Automatica Sinica, vol. 8, pp. 1281 - 1295, http://dx.doi.org/10.1109/JAS.2020.1003545

Vahidnia S; Abbasi A; Abbass HA, 2021, 'Embedding-based Detection and Extraction of Research Topics from Academic Documents Using Deep Clustering', Journal of Data and Information Science, vol. 6, pp. 99 - 122, http://dx.doi.org/10.2478/jdis-2021-0024

Yaxley KJ; Joiner K; Abbass H, 2021, 'Drone approach parameters leading to lower stress sheep flocking and movement: Sky Shepherding', Scientific Reports, vol. 11, pp. 1 - 9, http://dx.doi.org/10.1038/s41598-021-87453-y

Liu X; Kasmarik K; Abbass H, 2021, 'Assessing Player Profiles of Achievement, Affiliation and Power Motivation using Electroencephalography', IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, http://dx.doi.org/10.1109/TSMC.2021.3073216

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, vol. 3, pp. 175 - 186, http://dx.doi.org/10.1007/s42454-020-00024-w


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