Select Publications

Journal articles

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

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

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, vol. 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, vol. 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, vol. 16, pp. 5 - 94, http://dx.doi.org/10.1109/mci.2021.3084390

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

Liu J; Anavatti S; Garratt M; Abbass H, 2021, 'Multi-operator continuous ant colony optimisation for real world problems', Swarm and Evolutionary Computation, pp. 100984 - 100984, http://dx.doi.org/10.1016/j.swevo.2021.100984

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, 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, http://dx.doi.org/10.1109/TCYB.2021.3049583

Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjel R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', 2020 IEEE Symposium Series on Computational Intelligence, SSCI 2020, pp. 2194 - 2201, http://dx.doi.org/10.1109/SSCI47803.2020.9308572

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

Wang M; Hu J; Abbass HA, 2020, 'BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs', Pattern Recognition, vol. 105, pp. 107381 - 107381, 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, vol. 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, vol. 4, pp. 523 - 537, http://dx.doi.org/10.1109/TETCI.2020.2992778

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

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

Dam T; Anavatti SG; Abbass HA, 2020, 'Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification', IEEE Geoscience and Remote Sensing Letters, pp. 1 - 5, http://dx.doi.org/10.1109/LGRS.2020.3041864

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, vol. 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

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

2020, 'IEEE SSCI 2020', IEEE Computational Intelligence Magazine, vol. 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, vol. 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, vol. 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, vol. 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, vol. 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

Greenwood GW; Abbass HA; Petraki E, 2018, 'When is altruistic punishment useful in social dilemmas?', BioSystems, vol. 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, vol. 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, vol. 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, vol. 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, vol. 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, vol. 10, pp. 77 - 93, http://dx.doi.org/10.1007/s12065-018-0153-5

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

Wang K; Bui V; Petraki E; Abbass H, 2018, 'Human–Guided Evolutionary Story Narration', IEEE Access, vol. 99, pp. 13783 - 13802, http://dx.doi.org/10.1109/ACCESS.2018.2797879

Harvey J; Merrick K; Abbass H, 2018, 'Assessing Human Judgement of Computationally Generated Swarming', Frontiers Robotics and AI, vol. 5, http://dx.doi.org/10.3389/frobt.2018.00013

Yang Z; Merrick K; Abbass H, 2018, 'Hierarchical Deep Reinforcement Learning for Continuous Action Control', IEEE Transactions on Neural Networks and Learning Systems, vol. 29, pp. 5174 - 5184, http://dx.doi.org/10.1109/TNNLS.2018.2805379

Goh SK; Abbass HA; Tan KC; Al-Mamun A; Wang C; Guan C, 2017, 'Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 1, pp. 270 - 279, http://dx.doi.org/10.1109/TETCI.2017.2690913

Zhang B; Shafi K; Abbass H, 2017, 'On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization', International Journal of Computational Intelligence and Applications, vol. 16, http://dx.doi.org/10.1142/S1469026817500067

Gee SB; Tan KC; Abbass HA, 2017, 'A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization', IEEE Transactions on Cybernetics, vol. 47, pp. 461 - 472, http://dx.doi.org/10.1109/TCYB.2016.2519450

Shafi K; Abbass HA, 2017, 'A Survey of Learning Classifier Systems in Games', IEEE Computational Intelligence Magazine, vol. 12, pp. 42 - 55, http://dx.doi.org/10.1109/MCI.2016.2627670

Wang SL; Shafi K; Ng TF; Lokan C; Abbass HA, 2017, 'Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment', IEEE Transactions on Emerging Topics in Computational Intelligence, vol. 1, pp. 27 - 40, http://dx.doi.org/10.1109/TETCI.2016.2641929

Liu X; Merrick K; Abbass H, 2017, 'Towards Electroencephalographic Profiling of Player Motivation: A Survey', IEEE Transactions on Cognitive and Developmental Systems, vol. 10, pp. 499 - 513, http://dx.doi.org/10.1109/TCDS.2017.2726083

Ghoneim A; Abbass HA, 2016, 'A multiobjective distance separation methodology to determine sector-level minimum separation for safe air traffic scenarios', European Journal of Operational Research, vol. 253, pp. 226 - 240, http://dx.doi.org/10.1016/j.ejor.2016.02.031

Leu G; Abbass H, 2016, 'A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents', Knowledge-Based Systems, vol. 105, pp. 1 - 22, http://dx.doi.org/10.1016/j.knosys.2016.02.012

El-Fiqi H; Petraki E; Abbass HA, 2016, 'Pairwise Comparative Classification for Translator Stylometric Analysis', ACM Transactions on Asian and Low-Resource Language Information Processing, vol. 16, pp. 1 - 26, http://dx.doi.org/10.1145/2898997

Xiong J; Leus R; Yang Z; Abbass HA, 2016, 'Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project', European Journal of Operational Research, vol. 251, pp. 662 - 675, http://dx.doi.org/10.1016/j.ejor.2015.11.031


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