By Professor Hussein Abbass

Journal articles

Hepworth AJ; Hussein ASM; Reid DJ; Abbass HA, 2024, 'Contextually aware intelligent control agents for heterogeneous swarms', Swarm Intelligence, 18, pp. 275 - 310, http://dx.doi.org/10.1007/s11721-024-00235-w

Liu J; Anavatti S; Garratt M; Abbass HA, 2024, 'A hierarchical mission planning system for multi-uncrewed ground vehicles using fast cost evaluation and ant colony optimisation', Information Sciences, 679, http://dx.doi.org/10.1016/j.ins.2024.121029

Vahidnia S; Abbasi A; Abbass H, 2024, 'A temporal ontology guided clustering methodology with a case study on detection and tracking of artificial intelligence topics[Formula presented]', Expert Systems with Applications, 247, http://dx.doi.org/10.1016/j.eswa.2024.123279

Tsang I; Ong YS; Abbass H, 2024, 'Conference Report on 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024)', IEEE Computational Intelligence Magazine, 19, pp. 5 - 8, http://dx.doi.org/10.1109/MCI.2024.3446069

Abbass H; Crockett K; Garibaldi J; Gegov A; Kaymak U; Sousa JMC, 2024, 'Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI)', IEEE Transactions on Artificial Intelligence, 5, pp. 4310 - 4314, http://dx.doi.org/10.1109/TAI.2024.3439048

Tsang I; Ong YS; Abbass H, 2024, 'Message from the General Chairs', Proceedings - 2024 IEEE Conference on Artificial Intelligence, CAI 2024, pp. XXXIX, http://dx.doi.org/10.1109/CAI59869.2024.00005

Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2024, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 19, pp. 15 - 128, http://dx.doi.org/10.1109/mci.2024.3365235

Song Y; Wu D; Coello CAC; Yannakakis GN; Cheung Y-M; Abbass H, 2024, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 19, pp. 9 - 11, http://dx.doi.org/10.1109/mci.2024.3402771

Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2024, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 19, pp. 12 - 15, http://dx.doi.org/10.1109/mci.2024.3446108

Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung YM; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 10 - 12, http://dx.doi.org/10.1109/MCI.2023.3306163

Hepworth AJ; Hussein A; Reid DJ; Abbass HA, 2023, 'Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts', Adaptive Behavior, 31, pp. 323 - 349, http://dx.doi.org/10.1177/10597123221137090

Mohamed RE; Hunjet R; Elsayed S; Abbass H, 2023, 'Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding', IEEE Transactions on Emerging Topics in Computational Intelligence, 7, pp. 661 - 683, http://dx.doi.org/10.1109/TETCI.2022.3195178

Abbass H, 2023, 'Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an Example', IEEE Transactions on Artificial Intelligence, 4, pp. 399 - 401, http://dx.doi.org/10.1109/TAI.2023.3267663

Nguyen H; Hussein A; Garratt MA; Abbass HA, 2023, 'Swarm Metaverse for Multi-Level Autonomy Using Digital Twins', Sensors, 23, http://dx.doi.org/10.3390/s23104892

Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 13 - 15, http://dx.doi.org/10.1109/mci.2023.3248759

Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 17 - 19, http://dx.doi.org/10.1109/mci.2022.3223500

Song Y; Wu D; Coello CAC; Yannakakis GN; Tang H; Cheung Y-M; Abbass H, 2023, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 18, pp. 10 - 86, http://dx.doi.org/10.1109/mci.2023.3278555

Yaxley K; Reid A; Kenworthy C; Hossny M; Baxter D; Spaulding T; Allworth BM; McGrath SR; Joiner K; Abbass H, 2022, 'Building a Sky Shepherd for the future of agriculture', Smart Agricultural Technology, 3, http://dx.doi.org/10.1016/j.atech.2022.100137

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 20134 - 20147, http://dx.doi.org/10.1109/TITS.2022.3179365

Dong X; Garratt MA; Anavatti SG; Abbass HA, 2022, 'Towards Real-Time Monocular Depth Estimation for Robotics: A Survey', IEEE Transactions on Intelligent Transportation Systems, 23, pp. 16940 - 16961, http://dx.doi.org/10.1109/TITS.2022.3160741

Abbass HA; Petraki E; Hunjet R, 2022, 'JSwarm: A Jingulu-Inspired Human-AI-Teaming Language for Context-Aware Swarm Guidance', Frontiers in Physics, 10, http://dx.doi.org/10.3389/fphy.2022.944064

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, 196, 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, 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, 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, 69, 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, 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, 19, 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, 10, pp. 59843 - 59861, http://dx.doi.org/10.1109/ACCESS.2022.3180032

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

Song Y; Garibaldi J; Coello CAC; Yannakakis GN; Tang H; Ong YS; Abbass H, 2022, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 17, pp. 11 - 13, http://dx.doi.org/10.1109/mci.2022.3180882

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, 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-Augmented Information Maximization of Disentangling Latent Spaces', , http://arxiv.org/abs/2107.12706v2

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, 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, 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, 11, pp. 1 - 9, http://dx.doi.org/10.1038/s41598-021-87453-y

Abbass H, 2021, 'Editorial: What is Artificial Intelligence?', IEEE Transactions on Artificial Intelligence, 2, pp. 94 - 95, http://dx.doi.org/10.1109/TAI.2021.3096243

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, 52, pp. 3648 - 3658, 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, 3, pp. 175 - 186, http://dx.doi.org/10.1007/s42454-020-00024-w

He H; Garibaldi J; Coello Coello CA; Togelius J; Jin Y; Ong YS; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 11 - 76, http://dx.doi.org/10.1109/mci.2021.3061853

He H; Coello Coello CA; Togelius J; Jin Y; Ong Y-S; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 18 - 20, http://dx.doi.org/10.1109/mci.2020.3039065

He H; Garibaldi J; Coello CAC; Togelius J; Jin Y; Ong YS; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 5 - 94, http://dx.doi.org/10.1109/mci.2021.3084390

He H; Garibaldi J; Coello CAC; Togelius J; Jin Y; Ong Y-S; Abbass H, 2021, 'CIS Publication Spotlight [Publication Spotlight]', IEEE Computational Intelligence Magazine, 16, pp. 14 - 16, http://dx.doi.org/10.1109/mci.2021.3108300

Wang M; Kasmarik K; Bezerianos A; Tan KC; Abbass H, 2021, 'On the channel density of EEG signals for reliable biometric recognition', Pattern Recognition Letters, 147, http://dx.doi.org/10.1016/j.patrec.2021.04.003

El-Fiqi H; Wang M; Kasmarik K; Bezerianos A; TAN KC; Abbass H, 2021, 'Weighted Gate Layer Autoencoders', IEEE Transactions on Cybernetics, 52, pp. 7242 - 7253, http://dx.doi.org/10.1109/TCYB.2021.3049583

Hussein A; Elsawah S; Abbass HA, 2020, 'Trust Mediating Reliability–Reliance Relationship in Supervisory Control of Human–Swarm Interactions', Human Factors, 62, pp. 1237 - 1248, http://dx.doi.org/10.1177/0018720819879273

Hepworth A; yaxley K; Baxter D; Joiner K; Abbass H, 2020, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', , http://dx.doi.org/10.36227/techrxiv.12834002

Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, 105, http://dx.doi.org/10.1016/j.patcog.2020.107381

Hussein A; Elsawah S; Abbass HA, 2020, 'The reliability and transparency bases of trust in human-swarm interaction: principles and implications', Ergonomics, 63, pp. 1116 - 1132, http://dx.doi.org/10.1080/00140139.2020.1764112

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