By Professor Hussein Abbass

Journal articles

Teo J; Abbass HA, 2003, 'A True Annealing Approach to the Marriage in Honey Bees Optimization Alogrithms', The International Journal of Computational Intelligence and Applications, 3, pp. 199 - 208

MCKAY RBI; ABBASS HA, 2003, 'ARTIFICIAL LIFE: AN INTRODUCTION', International Journal of Computational Intelligence and Applications, 03, pp. 143 - 144, http://dx.doi.org/10.1142/s1469026803000884

Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Algorithms for a large Scale Dynamic Allocation problem', Journal of Applied Systems Scienc, 4

Abbass HA; Towsey M; Kozan E; Werf J, 2003, 'Genetic Alogrithms for a Large Scale Dynamic Allocation Problem', Journal of Applied System Studies (JASS), 4

Teo J; Abbass HA, 2003, 'Search Space Difficulty of Evolutionary Neuro Controlled Legged Robots', International Journal of Knowledge-Based Intelligent Engineering Systems, 7, pp. 149 - 156

Abbass HA, 2003, 'Speeding up backpropagation using multi objective Evolutionary Algorithms', Neural Computation, 15, pp. 2705 - 2726, http://dx.doi.org/10.1162/089976603322385126

Abbass HA, 2002, 'An agent based approach to 3-SAT using marriage in honey-bees optimization', International Journal of Knowledge-Based Intelligent Engineering Systems, 6, pp. 64 - 71

Abbass HA, 2002, 'An evolutionary artificial neural networks approach for breast cancer diagnosis', Artificial Intelligence in Medicine, 25, pp. 265 - 281

Mckay RI; Abbass HA, 2002, 'Anti-Correlation: A Diversity Promoting Mechanism in Ensemble Learning', Australian Journal of Intelligent Information Processing Systems, 7, pp. 139 - 149

Wang B; Mckay RI; Abbass HA; Barlow MG, 2002, 'Domain Ontology Guided Feature-Selection for Document Categorisation', Australian Journal of Intelligent Information Processing Systems, 7, pp. 102 - 109

Abbass HA; Sarker R, 2002, 'The pareto differential evolution algorithm', International Journal on Artificial Intelligence Tools, 11, pp. 531 - 552, http://dx.doi.org/10.1142/s0218213002001039

Abbass HA; Towsey M; Finn G; Kozan E, 2001, 'A meta-representation for integrating operational research and artificial intelligence in an intelligent decision support paradigm', International Transactions in Operational Research, 8, pp. 107 - 119, http://dx.doi.org/10.1111/1475-3995.00009

Mckay RI; Abbass HA, 2001, 'Anti-Correlation: A Diversity Promoting Mechanisms in Ensemble Learning', Australian Journal of Intelligent Information Processing Systems, 7, pp. 139 - 149

Abbass HA; Towsey M; Finn G, 2001, 'C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees', Knowledge and Information Systems, 5, pp. 184 - 197, http://dx.doi.org/10.1007/PL00011665

Wang B; Mckay RI; Abbass HA; Barlow MG, 2001, 'Domain Ontology Guided Feature-Selection for Document Categorization', Australian Journal of Intelligent Information Processing Systems, 7, pp. 102 - 109

Abbass HA; Wiggen G; Lakshmanan R; Morton B, 1999, 'Constraint logic programming as a paradigm for heat exchanger network retrofit', International Journal of Computers and Chemical Engineering

COUTLEE F; BOBO L; ABBASS H; DALABETTA G; HOOK NE; SHAH K; VISCIDI RP, 1992, 'DETECTION OF HPV-16 IN CELL-LINES AND CERVICAL LAVAGE SPECIMENS BY A POLYMERASE CHAIN-REACTION ENZYME-IMMUNOASSAY ASSAY', JOURNAL OF MEDICAL VIROLOGY, 37, pp. 22 - 29, http://dx.doi.org/10.1002/jmv.1890370105

Conference Papers

van Diggelen J; Boshuijzen-van Burken C; Abbass H, 2025, 'Team Design Patterns for Meaningful Human Control in Responsible Military Artificial Intelligence', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 40 - 54, http://dx.doi.org/10.1007/978-3-031-75434-0_4

van Diggelen J; van Burken CB; Abbass H, 2024, 'Levels of Meaningful Human Control in Responsible Military Artificial Intelligence', Melbourne, presented at International Defence Excellence and Security Symposium, Melbourne, 21 November 2024, https://ieeeideas.org/

Greenwood GW; Abbass H; Hussein A, 2024, 'Harmonizing Individual and Group Interests: A Strategy for Fostering Cooperation in Social Dilemma Games', in Proceedings of the 2024 International Conference on Emerging Techniques in Computational Intelligence Icetci 2024, pp. 80 - 87, http://dx.doi.org/10.1109/ICETCI62771.2024.10704144

Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation', in Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, pp. 5224 - 5230, http://dx.doi.org/10.1109/SMC53992.2023.10394448

Liu J; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Effective Robotic Swarm Shepherding in the Presence of Obstacles', in 2023 IEEE Congress on Evolutionary Computation CEC 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254040

Wasswa H; Lynar T; Abbass H, 2023, 'Enhancing IoT-Botnet Detection using Variational Auto-encoder and Cost-Sensitive Learning: A Deep Learning Approach for Imbalanced Datasets', in 2023 IEEE Region 10 Symposium, TENSYMP 2023, http://dx.doi.org/10.1109/TENSYMP55890.2023.10223613

Greenwood GW; Abbass H; Hussein A, 2023, 'Interpretation of Neural Network Players for a Generalized Divide the Dollar Game Using SHAP Values', in 2023 IEEE Symposium Series on Computational Intelligence Ssci 2023, pp. 1808 - 1813, http://dx.doi.org/10.1109/SSCI52147.2023.10371984

Wasswa H; Lynar T; Nanyonga A; Abbass H, 2023, 'IoT Botnet Detection: Application of Vision Transformer to Classification of Network Flow Traffic', in 2023 Global Conference on Information Technologies and Communications Gcitc 2023, http://dx.doi.org/10.1109/GCITC60406.2023.10426522

Nguyen DT; Singh H; Elsayed S; Hunjet R; Abbass HA, 2023, 'Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding', in Proceedings of the International Joint Conference on Neural Networks, http://dx.doi.org/10.1109/IJCNN54540.2023.10191371

Tsang I; Ong YS; Abbass H; Feng L; Yang G; Liu W, 2023, 'Welcome from the Technical Program Chairs', in Proceedings 2023 IEEE Conference on Artificial Intelligence Cai 2023, pp. xxv, http://dx.doi.org/10.1109/CAI54212.2023.00006

Hussein A; Petraki E; Elsawah S; Abbass H, 2022, 'Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning', in Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Association for Computing Machinery (ACM), Virtual Event New Zealand, pp. 633 - 641, presented at International Conference on Autonomous Agents and Multiagent Systems, Virtual Event New Zealand, 09 May 2022 - 13 May 2022, http://dx.doi.org/10.26190/unsworks/28323

Dam T; Ferdaus MM; Pratama M; Anavatti SG; Jayavelu S; Abbass H, 2022, 'LATENT PRESERVING GENERATIVE ADVERSARIAL NETWORK FOR IMBALANCE CLASSIFICATION', in Proceedings International Conference on Image Processing Icip, pp. 3712 - 3716, http://dx.doi.org/10.1109/ICIP46576.2022.9897874

Dong X; Garratt MA; Anavatti SG; Abbass HA; Dong J, 2022, 'Lightweight Monocular Depth Estimation with an Edge Guided Network', in 2022 17th International Conference on Control Automation Robotics and Vision Icarcv 2022, pp. 204 - 210, http://dx.doi.org/10.1109/ICARCV57592.2022.10004313

Mohamed RE; Elsayed S; Hunjet R; Abbass H, 2022, 'Reinforcement Learning for Solving Communication Problems in Shepherding', in Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence Ssci 2022, pp. 1626 - 1635, http://dx.doi.org/10.1109/SSCI51031.2022.10022160

Mandziuk J; Abbass H, 2021, 'Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]', in IEEE Computational Intelligence Magazine, pp. 5 - 8, http://dx.doi.org/10.1109/MCI.2021.3108355

Dam T; Ferdaus MM; Anavatti SG; Jayavelu S; Abbass HA, 2021, 'Does Adversarial Oversampling Help us?', in International Conference on Information and Knowledge Management Proceedings, pp. 2970 - 2973, http://dx.doi.org/10.1145/3459637.3482091

Baxter D; Hepworth A; Joiner K; Abbass H, 2021, 'On the Premise of a Swarm Guidance Ontology for Human-Swarm Teaming', Baltimore, United States, presented at 65th Annual Conference of Human Factors and Ergonomics Society (HFES21), Baltimore, United States, 04 October 2021 - 08 October 2021, http://dx.doi.org/10.1177/1071181322661541

Mohamed RE; Elsayed S; Hunjet R; Abbass H, 2021, 'A Graph-based Approach for Shepherding Swarms with Limited Sensing Range', in 2021 IEEE Congress on Evolutionary Computation CEC 2021 Proceedings, pp. 2315 - 2322, http://dx.doi.org/10.1109/CEC45853.2021.9504706

Debie E; Singh H; Elsayed S; Perry A; Hunjet R; Abbass H, 2021, 'A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty', in Conference Proceedings IEEE International Conference on Systems Man and Cybernetics, pp. 2634 - 2641, http://dx.doi.org/10.1109/SMC52423.2021.9659082

Mohamed RE; Hunjet R; Elsayed S; Abbass H, 2021, 'Deep Learning for Noisy Communication System', in 2021 31st International Telecommunication Networks and Applications Conference Itnac 2021, pp. 40 - 47, http://dx.doi.org/10.1109/ITNAC53136.2021.9652171

Mccall F; Hussein A; Petraki E; Elsawah S; Abbass H, 2021, 'Towards a systematic educational framework for human-machine teaming', in Tale 2021 IEEE International Conference on Engineering Technology and Education Proceedings, pp. 375 - 382, http://dx.doi.org/10.1109/TALE52509.2021.9678853

Liu J; Hussein A; Anavatti S; Garratt M; Abbass HA, 2021, 'UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm', in 2021 IEEE Symposium Series on Computational Intelligence, SSCI 2021 - Proceedings, http://dx.doi.org/10.1109/SSCI50451.2021.9659847

Mańdziuk J; Abbass H, 2021, 'Welcome Message', in 2021 IEEE Congress on Evolutionary Computation CEC 2021 Proceedings, pp. i, http://dx.doi.org/10.1109/CEC45853.2021.9504913

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', in 2020 IEEE Symposium Series on Computational Intelligence (SSCI 2020), IEEE, Due to COVID-19 restrictions, the event was held virtually with the broadcast from Canberra, Australia., pp. 2194 - 2201, presented at 2020 IEEE Symposium Series on Computational Intelligence (SSCI), Due to COVID-19 restrictions, the event was held virtually with the broadcast from Canberra, Australia., 01 December 2020 - 04 December 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308572

Nguyen HT; Garratt M; Bui LT; Abbass H, 2020, 'Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise during Swarm Guidance', in 2020 IEEE Symposium Series on Computational Intelligence Ssci 2020, pp. 2257 - 2264, http://dx.doi.org/10.1109/SSCI47803.2020.9308448

Hepworth AJ; Yaxley KJ; Baxter DP; Joiner KF; Abbass H, 2020, 'Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures', in 2020 IEEE Symposium Series on Computational Intelligence Ssci 2020, pp. 2217 - 2224, http://dx.doi.org/10.1109/SSCI47803.2020.9308537

Abbass H; Coello CA; Singh HK, 2020, 'Welcome Message', in 2020 IEEE Symposium Series on Computational Intelligence Ssci 2020, http://dx.doi.org/10.1109/SSCI47803.2020.9308444

Hussein A; ELsawah S; Abbass H, 2020, 'A System Dynamics Model for Human Trust in Automation under Speed and Accuracy Requirements', in Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting Human Factors and Ergonomics Society. Annual Meeting, SAGE Publications, Seattle, Washington, USA, presented at 63rd Annual Meeting of the Human Factors and Ergonomics Society, Seattle, Washington, USA, 28 October 2020 - 01 November 2019, http://dx.doi.org/10.1177/1071181319631167

Hussein A; Elsawah S; Abbass H, 2020, 'Investigating Gender Differences in Human Interactions with a Transparent Swarm', in Proceedings of the Human Factors and Ergonomics Society ... Annual Meeting Human Factors and Ergonomics Society. Annual Meeting, SAGE Publications, SAGE Publications Sage CA: Los Angeles, CA, pp. 853 - 857, presented at 63rd Annual Meeting of the Human Factors and Ergonomics Society, SAGE Publications Sage CA: Los Angeles, CA, 28 October 2020 - 01 November 2019, http://dx.doi.org/10.1177/1071181319631009

Elsayed S; Singh H; Debie E; Perry A; Campbell B; Hunjet R; Abbass H, 2020, 'Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution', http://dx.doi.org/10.48550/arxiv.2008.12639

El-Fiqi H; Campbell B; Elsayed S; Perry A; Singh HK; Hunjet R; Abbass H, 2020, 'A preliminary study towards an improved shepherding model', in Gecco 2020 Companion Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 75 - 76, http://dx.doi.org/10.1145/3377929.3390067

Hussein A; Elsawah S; Abbass HA, 2020, 'Swarm collective wisdom: A fuzzy-based consensus approach for evaluating agents confidence in global states', in IEEE International Conference on Fuzzy Systems, http://dx.doi.org/10.1109/FUZZ48607.2020.9177680

Hussein A; Elsawah S; Abbass HA, 2020, 'Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models', in Proceedings of the 53rd Hawaii International Conference on System Sciences, Hawaii International Conference on System Sciences, Hawaii, USA, presented at Hawaii International Conference on System Sciences, Hawaii, USA, 07 January 2020, http://dx.doi.org/10.24251/hicss.2020.047

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