By Professor Hussein Abbass

Journal articles

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

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

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

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

Long NK; Sammut K; Sgarioto D; Garratt M; Abbass HA, 2020, 'A Comprehensive review of shepherding as a bio-inspired swarm-robotics guidance approach', IEEE Transactions on Emerging Topics in Computational Intelligence, 4, pp. 523 - 537, http://dx.doi.org/10.1109/TETCI.2020.2992778

Abbass H, 2020, 'Editorial: Artificial Intelligence: A New Transactions', IEEE Transactions on Artificial Intelligence, 1, pp. 2 - 4, http://dx.doi.org/10.1109/TAI.2020.3035827

Abbass H, 2020, 'Interview with Founding Editor-in-Chief of IEEE Transactions on Artificial Intelligence', IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, 15, pp. 4 - 8, http://dx.doi.org/10.1109/MCI.2020.2998228

Nguyen TD; Kasmarik KE; Abbass HA, 2020, 'Q-Learning with Differential Entropy of Q-Tables', , http://arxiv.org/abs/2006.14795v1

Nguyen HT; Nguyen TD; Tran VP; Garratt M; Kasmarik K; Anavatti S; Barlow M; Abbass HA, 2020, 'Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding', , http://arxiv.org/abs/2004.11543v4

Nguyen DT; Kasmarik KE; Abbass HA, 2020, 'Towards Interpretable ANNs: An Exact Transformation to Multi-Class Multivariate Decision Trees', , http://arxiv.org/abs/2003.04675v4

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, 14, http://dx.doi.org/10.3389/fnins.2020.00040

El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass HA, 2020, 'The Limits of Reactive Shepherding Approaches for Swarm Guidance', IEEE Access, 8, pp. 214658 - 214671, http://dx.doi.org/10.1109/ACCESS.2020.3037325

Vahidnia S; Abbasi A; Abbass H, 2020, 'A Framework for Understanding the Dynamics of Science: A Case Study on AI', Procedia Computer Science, http://dx.doi.org/10.1016/j.procs.2020.10.082

2020, 'IEEE SSCI 2020', IEEE Computational Intelligence Magazine, 15, pp. C4 - C4, http://dx.doi.org/10.1109/mci.2020.2998307

Wang M; El-Fiqi H; Hu J; Abbass HA, 2019, 'Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States', IEEE Transactions on Information Forensics and Security, 14, pp. 3359 - 3372, http://dx.doi.org/10.1109/TIFS.2019.2916403

Abbass HA, 2019, 'Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy Trust', Cognitive Computation, 11, pp. 159 - 171, http://dx.doi.org/10.1007/s12559-018-9619-0

El-Fiqi H; Petraki E; Abbass HA, 2019, 'Network motifs for translator stylometry identification', PLoS ONE, 14, pp. e0211809, http://dx.doi.org/10.1371/journal.pone.0211809

Fernandez-Rojas R; Perry A; Singh H; Campbell B; Elsayed S; Hunjet R; Abbass HA, 2019, 'Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey', IEEE Access, 7, pp. 33304 - 33328, http://dx.doi.org/10.1109/ACCESS.2019.2902812

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, 51, pp. 1542 - 1555, http://dx.doi.org/10.1109/TCYB.2019.2939399

Abbass H; Harvey J; Yaxley K, 2018, 'Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents', , http://arxiv.org/abs/1812.08960v1

Greenwood GW; Abbass HA; Petraki E, 2018, 'When is altruistic punishment useful in social dilemmas?', BioSystems, 174, pp. 60 - 62, http://dx.doi.org/10.1016/j.biosystems.2018.10.015

Abbass HA; Fogel GB; Fidock J, 2018, 'Corrections to: Guest Editorial: Special Issue on Human-Machine Symbiosis (IEEE Transactions on Emerging Topics in Computational Intelligence (2018) 2:4 (246-248) DOI: 10.1109/TETCI.2018.2853518)', IEEE Transactions on Emerging Topics in Computational Intelligence, 2, pp. 410, http://dx.doi.org/10.1109/TETCI.2018.2867053

Goh SK; Abbass HA; Tan KC; Al-Mamun A; Thakor N; Bezerianos A; Li J, 2018, 'Spatio-spectral representation learning for electroencephalographic gait-pattern classification', IEEE Transactions on Neural Systems and Rehabilitation Engineering, 26, pp. 1858 - 1867, http://dx.doi.org/10.1109/TNSRE.2018.2864119

Abbass HA; Fogel G; Fidock J, 2018, 'Guest Editorial: Special Issue on Human-Machine Symbiosis', IEEE Transactions on Emerging Topics in Computational Intelligence, 2, pp. 246 - 248, http://dx.doi.org/10.1109/TETCI.2018.2853518

Xiao M; Cai K; Abbass HA, 2018, 'Hybridized encoding for evolutionary multi-objective optimization of air traffic network flow: A case study on China', Transportation Research Part E: Logistics and Transportation Review, 115, pp. 35 - 55, http://dx.doi.org/10.1016/j.tre.2018.04.011

Keshk M; Singh H; Abbass H, 2018, 'Automatic estimation of differential evolution parameters using Hidden Markov Models', Evolutionary Intelligence, 10, pp. 77 - 93, http://dx.doi.org/10.1007/s12065-018-0153-5

Tang J; Leu G; Abbass HA; Tang J, 2018, 'Networking the Boids Is More Robust Against Adversarial Learning', IEEE Transactions on Network Science and Engineering, 5, pp. 141 - 155, http://dx.doi.org/10.1109/TNSE.2017.2745108

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