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ORCIDHussein A. Abbass
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- affiliation: University of New South Wales, Canberra, Australia
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2020 – today
- 2024
[j125]Yongduan Song
, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Yiu-ming Cheung, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 19(3): 9-11 (2024)- [j124]Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass:
A temporal ontology guided clustering methodology with a case study on detection and tracking of artificial intelligence topics. Expert Syst. Appl. 247: 123279 (2024) - [j123]Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
A hierarchical mission planning system for multi-uncrewed ground vehicles using fast cost evaluation and ant colony optimisation. Inf. Sci. 679: 121029 (2024) - [j122]Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass:
Contextually aware intelligent control agents for heterogeneous swarms. Swarm Intell. 18(4): 275-310 (2024) - [j121]Hussein A. Abbass, Keeley A. Crockett, Jonathan M. Garibaldi, Alexander E. Gegov, Uzay Kaymak, João Miguel da Costa Sousa:
Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI). IEEE Trans. Artif. Intell. 5(9): 4310-4314 (2024) - 2023
- [j120]Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass:
Swarm analytics: Designing information markers to characterise swarm systems in shepherding contexts. Adapt. Behav. 31(4): 323-349 (2023) - [j119]Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(1): 17-19 (2023) - [j118]Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(2): 13-15 (2023) - [j117]Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(3): 10-86 (2023) - [j116]Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-Ming Cheung, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 18(4): 10-12 (2023) - [j115]Hung The Nguyen, Aya Hussein, Matthew A. Garratt, Hussein A. Abbass:
Swarm Metaverse for Multi-Level Autonomy Using Digital Twins. Sensors 23(10): 4892 (2023) - [j114]Hussein A. Abbass:
Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an Example. IEEE Trans. Artif. Intell. 4(3): 399-401 (2023) - [j113]Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass:
Connectivity-Aware Particle Swarm Optimisation for Swarm Shepherding. IEEE Trans. Emerg. Top. Comput. Intell. 7(3): 661-683 (2023) - [c175]Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Effective Robotic Swarm Shepherding in the Presence of Obstacles. CEC 2023: 1-8 - [c174]Duy Tung Nguyen, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm Shepherding. IJCNN 2023: 1-9 - [c173]Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Distance Constrained Robotic Swarm Shepherding Based on Two-Phase Ant Colony Optimisation. SMC 2023: 5224-5230 - [c172]Garrison W. Greenwood, Hussein A. Abbass, Aya Hussein:
Interpretation of Neural Network Players for a Generalized Divide the Dollar Game Using SHAP Values. SSCI 2023: 1808-1813 - [i43]Jing Liu, Hemant K. Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Planning-assisted autonomous swarm shepherding with collision avoidance. CoRR abs/2301.10363 (2023) - 2022
- [j112]Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass:
Onto4MAT: A Swarm Shepherding Ontology for Generalized Multiagent Teaming. IEEE Access 10: 59843-59861 (2022) - [j111]Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Kay Chen Tan, Hussein A. Abbass:
A survey, taxonomy and progress evaluation of three decades of swarm optimisation. Artif. Intell. Rev. 55(5): 3607-3725 (2022) - [j110]Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17(1): 10-12 (2022) - [j109]Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17(2): 11-13 (2022) - [j108]Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 17(3): 11-13 (2022) - [j107]Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planning. Expert Syst. Appl. 196: 116605 (2022) - [j106]Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass:
Characterization of Indicators for Adaptive Human-Swarm Teaming. Frontiers Robotics AI 9: 745958 (2022) - [j105]Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass:
Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j104]Aya Hussein, Sondoss Elsawah, Eleni Petraki, Hussein A. Abbass:
A machine education approach to swarm decision-making in best-of-n problems. Swarm Intell. 16(1): 59-90 (2022) - [j103]Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Multi-operator continuous ant colony optimisation for real world problems. Swarm Evol. Comput. 69: 100984 (2022) - [j102]Heba El-Fiqi, Min Wang, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass:
Weighted Gate Layer Autoencoders. IEEE Trans. Cybern. 52(8): 7242-7253 (2022) - [j101]Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass:
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey. IEEE Trans. Intell. Transp. Syst. 23(10): 16940-16961 (2022) - [j100]Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass:
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation. IEEE Trans. Intell. Transp. Syst. 23(11): 20134-20147 (2022) - [j99]Xuejie Liu, Kathryn Kasmarik, Hussein A. Abbass:
Assessing Player Profiles of Achievement, Affiliation, and Power Motivation Using Electroencephalography. IEEE Trans. Syst. Man Cybern. Syst. 52(6): 3648-3658 (2022) - [c171]Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass:
Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement Learning. AAMAS 2022: 633-641 - [c170]Hussein A. Abbass:
On The Role Of Modelling And Simulation For Artificial Intelligence. ECMS 2022: 5-6 - [c169]Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong:
Lightweight Monocular Depth Estimation with an Edge Guided Network. ICARCV 2022: 204-210 - [c168]Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass:
Latent Preserving Generative Adversarial Network for Imbalance Classification. ICIP 2022: 3712-3716 - [c167]Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass:
Scalable Adversarial Online Continual Learning. ECML/PKDD (3) 2022: 373-389 - [c166]Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Reinforcement Learning for Solving Communication Problems in Shepherding. SSCI 2022: 1626-1635 - [i42]Adam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass:
Onto4MAT: A Swarm Shepherding Ontology for Generalised Multi-Agent Teaming. CoRR abs/2203.12955 (2022) - [i41]Duy Tung Nguyen, Kathryn Kasmarik, Hussein A. Abbass:
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-Guidance. CoRR abs/2204.00272 (2022) - [i40]Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass:
Swarm Analytics: Designing Information Markers to Characterise Swarm Systems in Shepherding Contexts. CoRR abs/2208.12386 (2022) - [i39]Tanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass:
Latent Preserving Generative Adversarial Network for Imbalance classification. CoRR abs/2209.01555 (2022) - [i38]Tanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass:
Scalable Adversarial Online Continual Learning. CoRR abs/2209.01558 (2022) - [i37]Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass, Junyu Dong:
Lightweight Monocular Depth Estimation with an Edge Guided Network. CoRR abs/2209.14829 (2022) - [i36]Adam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass:
Contextually Aware Intelligent Control Agents for Heterogeneous Swarms. CoRR abs/2211.12560 (2022) - 2021
- [j98]Haibo He, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(1): 18-20 (2021) - [j97]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(2): 11-76 (2021) - [j96]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(3): 5-7, 94 (2021) - [j95]Jacek Mandziuk, Hussein A. Abbass:
Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]. IEEE Comput. Intell. Mag. 16(4): 5-8 (2021) - [j94]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. IEEE Comput. Intell. Mag. 16(4): 14-16 (2021) - [j93]Adam J. Hepworth, Daniel P. Baxter, Aya Hussein, Kate J. Yaxley, Essam Soliman Debie, Hussein A. Abbass:
Human-Swarm-Teaming Transparency and Trust Architecture. IEEE CAA J. Autom. Sinica 8(7): 1281-1295 (2021) - [j92]Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass:
Embedding-based Detection and Extraction of Research Topics from Academic Documents Using Deep Clustering. J. Data Inf. Sci. 6(3): 99-122 (2021) - [j91]Min Wang, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass:
On the channel density of EEG signals for reliable biometric recognition. Pattern Recognit. Lett. 147: 134-141 (2021) - [j90]Hussein A. Abbass:
Editorial: What is Artificial Intelligence? IEEE Trans. Artif. Intell. 2(2): 94-95 (2021) - [j89]Essam Soliman Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matt Garratt, Hussein A. Abbass:
Multimodal Fusion for Objective Assessment of Cognitive Workload: A Review. IEEE Trans. Cybern. 51(3): 1542-1555 (2021) - [c165]Reem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
A Graph-based Approach for Shepherding Swarms with Limited Sensing Range. CEC 2021: 2315-2322 - [c164]Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass:
Does Adversarial Oversampling Help us? CIKM 2021: 2970-2973 - [c163]Reem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass:
Deep Learning For Noisy Communication System. ITNAC 2021: 40-47 - [c162]Essam Soliman Debie, Hemant K. Singh, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass:
A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of Uncertainty. SMC 2021: 2634-2641 - [c161]Jing Liu, Aya Hussein, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
UGV Path Planning based on an Improved Continuous Ant Colony Optimisation Algorithm. SSCI 2021: 1-8 - [c160]Benjamin Campbell, Heba El-Fiqi, Robert A. Hunjet, Hussein A. Abbass:
Distributed Multi-agent Shepherding with Consensus. ICSI (2) 2021: 168-181 - [c159]Finlay McCall, Aya Hussein, Eleni Petraki, Sondoss Elsawah, Hussein A. Abbass:
Towards a systematic educational framework for human-machine teaming. TALE 2021: 375-382 - [i35]Tanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass:
Improving ClusterGAN Using Self-AugmentedInformation Maximization of Disentangling LatentSpaces. CoRR abs/2107.12706 (2021) - [i34]Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass:
Does Adversarial Oversampling Help us? CoRR abs/2108.10697 (2021) - [i33]Jacob Simpson, Rudolph Oosthuizen, Sondoss El Sawah, Hussein A. Abbass:
Agile, Antifragile, Artificial-Intelligence-Enabled, Command and Control. CoRR abs/2109.06874 (2021) - [i32]Tanmoy Dam, Nidhi Swami, Sreenatha G. Anavatti, Hussein A. Abbass:
Multi-Fake Evolutionary Generative Adversarial Networks for Imbalance Hyperspectral Image Classification. CoRR abs/2111.04019 (2021) - [i31]Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass:
Towards Real-Time Monocular Depth Estimation for Robotics: A Survey. CoRR abs/2111.08600 (2021) - [i30]Xingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass:
MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth Estimation. CoRR abs/2111.12334 (2021) - 2020
- [j88]Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass:
The Limits of Reactive Shepherding Approaches for Swarm Guidance. IEEE Access 8: 214658-214671 (2020) - [j87]Aya Hussein, Sondoss Elsawah, Hussein A. Abbass:
Trust Mediating Reliability-Reliance Relationship in Supervisory Control of Human-Swarm Interactions. Hum. Factors 62(8) (2020) - [j86]Min Wang, Jiankun Hu, Hussein A. Abbass:
BrainPrint: EEG biometric identification based on analyzing brain connectivity graphs. Pattern Recognit. 105: 107381 (2020) - [j85]Hussein A. Abbass:
Editorial: Artificial Intelligence: A New Transactions. IEEE Trans. Artif. Intell. 1(1): 2-4 (2020) - [j84]Nathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass:
A Comprehensive Review of Shepherding as a Bio-Inspired Swarm-Robotics Guidance Approach. IEEE Trans. Emerg. Top. Comput. Intell. 4(4): 523-537 (2020) - [c158]Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass:
A Framework for Understanding the Dynamics of Science: A Case Study on AI. EUSPN/ICTH 2020: 581-586 - [c157]Aya Hussein, Sondoss Elsawah, Hussein A. Abbass:
Swarm Collective Wisdom: A Fuzzy-Based Consensus Approach for Evaluating Agents Confidence in Global States. FUZZ-IEEE 2020: 1-8 - [c156]Heba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert A. Hunjet, Hussein A. Abbass:
A preliminary study towards an improved shepherding model. GECCO Companion 2020: 75-76 - [c155]Aya Hussein, Sondoss Elsawah, Hussein A. Abbass:
Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust Models. HICSS 2020: 1-10 - [c154]Tung Nguyen, Jing Liu, Hung The Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm Shepherding. IJCNN 2020: 1-8 - [c153]Sahand Vahidnia, Alireza Abbasi, Hussein A. Abbass:
Document Clustering and Labeling for Research Trend Extraction and Evolution Mapping. EEKE@JCDL 2020: 54-62 - [c152]Saber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert A. Hunjet, Hussein A. Abbass:
Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution. SSCI 2020: 2194-2201 - [c151]Adam J. Hepworth, Kate J. Yaxley, Daniel P. Baxter, Keith F. Joiner, Hussein A. Abbass:
Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence Measures. SSCI 2020: 2217-2224 - [c150]Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass:
Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance. SSCI 2020: 2257-2264 - [i29]Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet:
Machine Education: Designing semantically ordered and ontologically guided modular neural networks. CoRR abs/2002.03841 (2020) - [i28]Tung D. Nguyen, Kathryn E. Kasmarik, Hussein A. Abbass:
Towards Interpretable Deep Neural Networks: An Exact Transformation to Multi-Class Multivariate Decision Trees. CoRR abs/2003.04675 (2020) - [i27]Hung The Nguyen, Tung Nguyen, Vu Phi Tran, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass:
Continuous Deep Hierarchical Reinforcement Learning for Ground-Air Swarm Shepherding. CoRR abs/2004.11543 (2020) - [i26]Tung D. Nguyen, Kathryn E. Kasmarik, Hussein A. Abbass:
Q-Learning with Differential Entropy of Q-Tables. CoRR abs/2006.14795 (2020) - [i25]Saber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert A. Hunjet, Hussein A. Abbass:
Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential Evolution. CoRR abs/2008.12639 (2020) - [i24]Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass:
Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm Guidance. CoRR abs/2008.12708 (2020)
2010 – 2019
- 2019
- [j83]Raul Fernandez Rojas, Anthony Perry, Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass:
Contextual Awareness in Human-Advanced-Vehicle Systems: A Survey. IEEE Access 7: 33304-33328 (2019) - [j82]Min Wang, Jiankun Hu, Hussein A. Abbass:
Stable EEG Biometrics Using Convolutional Neural Networks and Functional Connectivity. Aust. J. Intell. Inf. Process. Syst. 15(3): 19-26 (2019) - [j81]Manuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass:
Effects of update rules on networked N-player trust game dynamics. Commun. Nonlinear Sci. Numer. Simul. 79: 104870 (2019) - [j80]Hussein A. Abbass:
Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy Trust. Cogn. Comput. 11(2): 159-171 (2019) - [j79]Min Wang, Heba El-Fiqi, Jiankun Hu, Hussein A. Abbass:
Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States. IEEE Trans. Inf. Forensics Secur. 14(12): 3259-3272 (2019) - [c149]Nicholas R. Clayton, Hussein A. Abbass:
Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. CEC 2019: 1259-1266 - [c148]Hemant K. Singh, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass:
Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective Approach. CEC 2019: 2941-2948 - [c147]Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki:
Punishing Untrustworthiness and Free Riders to Maintain Cooperation in Multi-agent Social Dilemmas Using Fuzzy Logic. ICCAE 2019: 88-92 - [c146]Raul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm Teaming. ICONIP (4) 2019: 530-539 - [c145]Hung The Nguyen, Tung D. Nguyen, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass:
A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground Swarms. ICONIP (1) 2019: 658-669 - [c144]Heba El-Fiqi, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass:
Gate-Layer Autoencoders with Application to Incomplete EEG Signal Recovery. IJCNN 2019: 1-8 - [c143]Alexander Gee, Hussein A. Abbass:
Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. IJCNN 2019: 1-8 - [c142]Hayden Wade, Hussein A. Abbass:
Cyber-Shepherd: A Smartphone-based Game for Human and Autonomous Swarm Control. SMC 2019: 198-204 - [c141]Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass:
Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding Task. SSCI 2019: 102-109 - [c140]Hussein A. Abbass, Sondoss Elsawah, Eleni Petraki, Robert A. Hunjet:
Machine Education: Designing semantically ordered and ontologically guided modular neural networks. SSCI 2019: 948-955 - [c139]Jing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass:
Comprehensive Learning Particle Swarm Optimisation with Limited Local Search for UAV Path Planning. SSCI 2019: 2287-2294 - [c138]Jiangjun Tang, Hussein A. Abbass, Sameer Alam:
An Airspace Collision Risk Simulator for Safety Assessment. WSC 2019: 3160-3171 - [i23]Nicholas R. Clayton, Hussein A. Abbass:
Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm Shepherding. CoRR abs/1901.00949 (2019) - [i22]Alexander Gee, Hussein A. Abbass:
Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum Design. CoRR abs/1903.09297 (2019) - [i21]Nathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass:
A Comprehensive Review of Shepherding as a Bio-inspired Swarm-Robotics Guidance Approach. CoRR abs/1912.07796 (2019) - 2018
- [j78]Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass:
Human-Guided Evolutionary Story Narration. IEEE Access 6: 13783-13802 (2018) - [j77]Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki:
When is altruistic punishment useful in social dilemmas? Biosyst. 174: 60-62 (2018) - [j76]Marwa Keshk, Hemant K. Singh, Hussein A. Abbass:
Automatic estimation of differential evolution parameters using Hidden Markov Models. Evol. Intell. 10(3-4): 77-93 (2018) - [j75]John Harvey, Kathryn Elizabeth Merrick, Hussein A. Abbass:
Assessing Human Judgment of Computationally Generated Swarming Behavior. Frontiers Robotics AI 5: 13 (2018) - [j74]Xuejie Liu, Kathryn E. Merrick, Hussein A. Abbass:
Toward Electroencephalographic Profiling of Player Motivation: A Survey. IEEE Trans. Cogn. Dev. Syst. 10(3): 499-513 (2018) - [j73]Hussein A. Abbass, Gary B. Fogel, Justin Fidock:
Guest Editorial: Special Issue on Human-Machine Symbiosis. IEEE Trans. Emerg. Top. Comput. Intell. 2(4): 246-248 (2018) - [j72]Hussein A. Abbass, Gary B. Fogel, Justin Fidock:
Corrections to "Guest Editorial: Special Issue on Human-Machine Symbiosis". IEEE Trans. Emerg. Top. Comput. Intell. 2(5): 410 (2018) - [j71]Zhaoyang Yang, Kathryn E. Merrick, Lianwen Jin, Hussein A. Abbass:
Hierarchical Deep Reinforcement Learning for Continuous Action Control. IEEE Trans. Neural Networks Learn. Syst. 29(11): 5174-5184 (2018) - [j70]Jiangjun Tang, George Leu, Hussein A. Abbass:
Networking the Boids Is More Robust Against Adversarial Learning. IEEE Trans. Netw. Sci. Eng. 5(2): 141-155 (2018) - [c137]Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass:
Apprenticeship Bootstrapping: Inverse Reinforcement Learning in a Multi-Skill UAV-UGV Coordination Task. AAMAS 2018: 2204-2206 - [c136]Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki:
A Critical Analysis of Punishment in Public Goods Games. CIG 2018: 1-5 - [c135]Min Wang, Jiankun Hu, Hussein A. Abbass:
Multi-scale Weighted Inherent Fuzzy Entropy for EEG Biomarkers. FUZZ-IEEE 2018: 1-8 - [c134]Hung The Nguyen, Matthew Garratt, Hussein A. Abbass:
Apprenticeship Bootstrapping. IJCNN 2018: 1-8 - [c133]Tung Nguyen, Hung The Nguyen, Essam Soliman Debie, Kathryn Kasmarik, Matthew Garratt, Hussein A. Abbass:
Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation Control. IJCNN 2018: 1-8 - [c132]Heba El-Fiqi, Min Wang, Nima Salimi, Kathryn Kasmarik, Michael Barlow, Hussein A. Abbass:
Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked Potential. SMC 2018: 1062-1069 - [c131]Min Wang, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass:
EEG-Based Neural Correlates of Trust in Human-Autonomy Interaction. SSCI 2018: 350-357 - [i20]Jiangjun Tang, Eleni Petraki, Hussein A. Abbass:
Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-based Swarm Intelligence Model. CoRR abs/1802.09647 (2018) - [i19]George Leu, Hussein A. Abbass:
Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition. CoRR abs/1802.09660 (2018) - [i18]George Leu, Hussein A. Abbass:
A Multi-Disciplinary Review of Knowledge Acquisition Methods: From Human to Autonomous Eliciting Agents. CoRR abs/1802.09669 (2018) - [i17]George Leu, Jiangjun Tang, Hussein A. Abbass:
On the role of working memory in trading-off skills and situation awareness in Sudoku. CoRR abs/1802.10079 (2018) - [i16]Jiangjun Tang, Hussein A. Abbass:
Behavioral Learning of Aircraft Landing Sequencing Using a Society of Probabilistic Finite State Machines. CoRR abs/1802.10203 (2018) - [i15]Jiangjun Tang, George Leu, Hussein A. Abbass:
Networking the Boids is More Robust Against Adversarial Learning. CoRR abs/1802.10206 (2018) - [i14]Aya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung The Nguyen, Min Wang, Hussein A. Abbass:
Towards Bi-Directional Communication in Human-Swarm Teaming: A Survey. CoRR abs/1803.03093 (2018) - [i13]Aya Hussein, Hussein A. Abbass:
Mixed Initiative Systems for Human-Swarm Interaction: Opportunities and Challenges. CoRR abs/1808.06211 (2018) - [i12]Hung The Nguyen, Vu Phi Tran, Tung Nguyen, Matthew Garratt, Kathryn Kasmarik, Michael Barlow, Sreenatha G. Anavatti, Hussein A. Abbass:
Apprenticeship Bootstrapping Via Deep Learning with a Safety Net for UAV-UGV Interaction. CoRR abs/1810.04344 (2018) - [i11]Hussein A. Abbass, John Harvey, Kate J. Yaxley:
Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents. CoRR abs/1812.08960 (2018) - 2017
- [j69]Kamran Shafi, Hussein A. Abbass:
A Survey of Learning Classifier Systems in Games [Review Article]. IEEE Comput. Intell. Mag. 12(1): 42-55 (2017) - [j68]Bin Zhang, Kamran Shafi, Hussein A. Abbass:
On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective Optimization. Int. J. Comput. Intell. Appl. 16(1): 1750006:1-1750006:18 (2017) - [j67]Sen Bong Gee, Kay Chen Tan, Hussein A. Abbass:
A Benchmark Test Suite for Dynamic Evolutionary Multiobjective Optimization. IEEE Trans. Cybern. 47(2): 461-472 (2017) - [j66]Shir Li Wang, Kamran Shafi, Theam Foo Ng, Chris Lokan, Hussein A. Abbass:
Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation Environment. IEEE Trans. Emerg. Top. Comput. Intell. 1(1): 27-40 (2017) - [j65]Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Chuanchu Wang, Cuntai Guan:
Automatic EEG Artifact Removal Techniques by Detecting Influential Independent Components. IEEE Trans. Emerg. Top. Comput. Intell. 1(4): 270-279 (2017) - [j64]Bing Wang, Kathryn E. Merrick, Hussein A. Abbass:
Co-Operative Coevolutionary Neural Networks for Mining Functional Association Rules. IEEE Trans. Neural Networks Learn. Syst. 28(6): 1331-1344 (2017) - [c130]Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki:
Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social Dilemma. ACALCI 2017: 12-24 - [c129]Zhaoyang Yang, Kathryn E. Merrick, Hussein A. Abbass, Lianwen Jin:
Multi-Task Deep Reinforcement Learning for Continuous Action Control. IJCAI 2017: 3301-3307 - [c128]Hung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass:
Supervised deep actor network for imitation learning in a ground-air UAV-UGVs coordination task. SSCI 2017: 1-8 - [i10]Manuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass:
Effects of update rules on networked N-player trust game dynamics. CoRR abs/1712.06875 (2017) - 2016
- [j63]Hussein A. Abbass, George Leu, Kathryn E. Merrick:
A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data. IEEE Access 4: 2808-2830 (2016) - [j62]Hussein A. Abbass, Cuntai Guan, Kay Chen Tan:
Computational Intelligence for Brain Computer Interface [Guest Editorial]. IEEE Comput. Intell. Mag. 11(1): 18 (2016) - [j61]Hussein A. Abbass:
IEEE CIS VP-Technical Activities Vision Statement [Society Briefs]. IEEE Comput. Intell. Mag. 11(4): 6-7 (2016) - [j60]Hussein A. Abbass, Eleni Petraki, Kathryn E. Merrick, John Harvey, Michael Barlow:
Trusted Autonomy and Cognitive Cyber Symbiosis: Open Challenges. Cogn. Comput. 8(3): 385-408 (2016) - [j59]Jian Xiong, Roel Leus, Zhenyu Yang, Hussein A. Abbass:
Evolutionary multi-objective resource allocation and scheduling in the Chinese navigation satellite system project. Eur. J. Oper. Res. 251(2): 662-675 (2016) - [j58]Ayman Ghoneim, Hussein A. Abbass:
A multiobjective distance separation methodology to determine sector-level minimum separation for safe air traffic scenarios. Eur. J. Oper. Res. 253(1): 226-240 (2016) - [j57]George Leu, Hussein A. Abbass:
A multi-disciplinary review of knowledge acquisition methods: From human to autonomous eliciting agents. Knowl. Based Syst. 105: 1-22 (2016) - [j56]Hussein A. Abbass, Huajin Tang, Meng-Hiot Lim:
Editorial. Memetic Comput. 8(1): 1-2 (2016) - [j55]Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun:
Decompositional independent component analysis using multi-objective optimization. Soft Comput. 20(4): 1289-1304 (2016) - [j54]Heba El-Fiqi, Eleni Petraki, Hussein A. Abbass:
Pairwise Comparative Classification for Translator Stylometric Analysis. ACM Trans. Asian Low Resour. Lang. Inf. Process. 16(1): 2:1-2:26 (2016) - [j53]Xin Qiu, Jian-Xin Xu, Kay Chen Tan, Hussein A. Abbass:
Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization. IEEE Trans. Evol. Comput. 20(2): 232-244 (2016) - [j52]Hussein A. Abbass, Garrison W. Greenwood, Eleni Petraki:
The N-Player Trust Game and its Replicator Dynamics. IEEE Trans. Evol. Comput. 20(3): 470-474 (2016) - [c127]Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki:
Finite Population Trust Game Replicators. ACALCI 2016: 324-335 - [c126]Min Wang, Hussein A. Abbass, Jiankun Hu, Kathryn E. Merrick:
Detecting Rare Visual and Auditory Events from EEG Using Pairwise-Comparison Neural Networks. BICS 2016: 90-101 - [c125]Bin Zhang, Kamran Shafi, Hussein A. Abbass:
Hybrid knowledge-based evolutionary many-objective optimization. CEC 2016: 1007-1014 - [c124]Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Cuntai Guan, Chuanchu Wang:
Multiway analysis of EEG artifacts based on Block Term Decomposition. IJCNN 2016: 913-920 - [c123]Min Wang, Hussein A. Abbass, Jiankun Hu:
Continuous authentication using EEG and face images for trusted autonomous systems. PST 2016: 368-375 - [c122]Sherif M. Abdelfattah, Kathryn E. Merrick, Hussein A. Abbass:
Eye movements as information markers in EEG data. SSCI 2016: 1-7 - [c121]Israel Dunk, Hussein A. Abbass:
Emergence of order in leader-follower Boids-inspired systems. SSCI 2016: 1-8 - [c120]Xuejie Liu, Kathryn E. Merrick, Hussein A. Abbass:
Designing artificial agents to detect the motive profile of users in virtual worlds and games. SSCI 2016: 1-8 - [c119]Jiangjun Tang, Eleni Petraki, Hussein A. Abbass:
Shaping Influence and Influencing Shaping: A Computational Red Teaming Trust-Based Swarm Intelligence Model. ICSI (1) 2016: 14-23 - [c118]John Harvey, Kathryn E. Merrick, Hussein A. Abbass:
Quantifying Swarming Behaviour. ICSI (1) 2016: 119-130 - [p11]Kun Wang, Eleni Petraki, Hussein A. Abbass:
Evolving Narrations of Strategic Defence and Security Scenarios for Computational Scenario Planning. Recent Advances in Computational Intelligence in Defense and Security 2016: 635-661 - [e6]Rami S. Abielmona, Rafael Falcon, Nur Zincir-Heywood, Hussein A. Abbass:
Recent Advances in Computational Intelligence in Defense and Security. Studies in Computational Intelligence 621, Springer 2016, ISBN 978-3-319-26448-6 [contents] - [i9]Hussein A. Abbass, George Leu, Kathryn E. Merrick:
A Review of Theoretical and Practical Challenges of Trusted Autonomy in Big Data. CoRR abs/1604.00921 (2016) - 2015
- [j51]John Harvey, Kathryn E. Merrick, Hussein A. Abbass:
Application of chaos measures to a simplified boids flocking model. Swarm Intell. 9(1): 23-41 (2015) - [c117]Bing Wang, Kathryn E. Merrick, Hussein A. Abbass:
Autonomous Hypothesis Generation as an Environment Learning Mechanism for Agent Design. ACALCI 2015: 210-225 - [c116]Sim Kuan Goh, Kay Chen Tan, Abdullah Al Mamun, Hussein A. Abbass:
Evolutionary Big Optimization (BigOpt) of Signals. CEC 2015: 3332-3339 - [c115]Ahmed Al-Ani, Ganesh R. Naik, Hussein A. Abbass:
A Methodology for Synthesizing Interdependent Multichannel EEG Data with a Comparison Among Three Blind Source Separation Techniques. ICONIP (4) 2015: 154-161 - [c114]George Leu, Hussein A. Abbass:
Computational Red Teaming in a Sudoku Solving Context: Neural Network Based Skill Representation and Acquisition. IES 2015: 319-332 - 2014
- [j50]George Leu, Neville J. Curtis, Hussein A. Abbass:
Society of Mind cognitive agent architecture applied to drivers adapting in a traffic context. Adapt. Behav. 22(2): 123-145 (2014) - [j49]Wenjing Zhao, Sameer Alam, Hussein A. Abbass:
MOCCA-II: A multi-objective co-operative co-evolutionary algorithm. Appl. Soft Comput. 23: 407-416 (2014) - [j48]Hussein A. Abbass, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby:
Visual and auditory reaction time for air traffic controllers using quantitative electroencephalograph (QEEG) data. Brain Informatics 1(1-4): 39-45 (2014) - [j47]Long Nguyen, Lam Thu Bui, Hussein A. Abbass:
DMEA-II: the direction-based multi-objective evolutionary algorithm-II. Soft Comput. 18(11): 2119-2134 (2014) - [j46]Jian Xiong, Jing Liu, Yingwu Chen, Hussein A. Abbass:
A Knowledge-Based Evolutionary Multiobjective Approach for Stochastic Extended Resource Investment Project Scheduling Problems. IEEE Trans. Evol. Comput. 18(5): 742-763 (2014) - [c113]Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby, Hussein A. Abbass:
Trading-off simulation fidelity and optimization accuracy in air-traffic experiments using differential evolution. IEEE Congress on Evolutionary Computation 2014: 475-482 - [c112]Jiangjun Tang, Hussein A. Abbass:
Behavioral learning of aircraft landing sequencing using a society of Probabilistic Finite state Machines. IEEE Congress on Evolutionary Computation 2014: 610-617 - [c111]Garrison W. Greenwood, Saber M. Elsayed, Ruhul A. Sarker, Hussein A. Abbass:
Online generation of trajectories for autonomous vehicles using a multi-agent system. IEEE Congress on Evolutionary Computation 2014: 1218-1224 - [c110]Bin Zhang, Kamran Shafi, Hussein A. Abbass:
Online knowledge-based evolutionary multi-objective optimization. IEEE Congress on Evolutionary Computation 2014: 2222-2229 - [c109]Rafael Falcon, Rami S. Abielmona, Sean Billings, Alex Plachkov, Hussein A. Abbass:
Risk management with hard-soft data fusion in maritime domain awareness. CISDA 2014: 1-8 - [c108]Eleni Petraki, Hussein A. Abbass:
On trust and influence: A computational red teaming game theoretic perspective. CISDA 2014: 1-7 - [c107]Shen Ren, Jiangjun Tang, Michael Barlow, Hussein A. Abbass:
An interactive evolutionary computation framework controlled via EEG signals. FUZZ-IEEE 2014: 2402-2409 - [c106]Hussein A. Abbass:
Calibrating Independent Component Analysis with Laplacian Reference for Real-Time EEG Artifact Removal. ICONIP (3) 2014: 68-75 - [c105]Sim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun:
Artifact Removal from EEG Using a Multi-objective Independent Component Analysis Model. ICONIP (1) 2014: 570-577 - [c104]George Leu, Jiangjun Tang, Hussein A. Abbass:
On the Role of Working Memory in Trading-Off Skills and Situation Awareness in Sudoku. ICONIP (3) 2014: 571-578 - [c103]Kamran Shafi, Hussein A. Abbass:
Analysis of Online Signature Based Learning Classifier Systems for Noisy Environments: A Feedback Control Theoretic Approach. SEAL 2014: 395-406 - [i8]Antony W. Iorio, Hussein A. Abbass, Svetoslav Gaidow, Axel Bender:
Visualizing Cognitive Moves for Assessing Information Perception Biases in Decision Making. CoRR abs/1401.7193 (2014) - 2013
- [j45]Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass:
An agent-based model to simulate and analyse behaviour under noisy and deceptive information. Adapt. Behav. 21(2): 96-117 (2013) - [j44]George Leu, Neville J. Curtis, Hussein A. Abbass:
Modeling and Simulation of Road Traffic Behavior: Artificial Drivers with Personality and Emotions. J. Adv. Comput. Intell. Intell. Informatics 17(6): 851-861 (2013) - [j43]Kamran Shafi, Hussein A. Abbass:
Evaluation of an adaptive genetic-based signature extraction system for network intrusion detection. Pattern Anal. Appl. 16(4): 549-566 (2013) - [c102]Ayman Ghoneim, Garrison W. Greenwood, Hussein A. Abbass:
Distributing cognitive resources in one-against-many strategy games. IEEE Congress on Evolutionary Computation 2013: 1387-1394 - [c101]Long Nguyen, Lam Thu Bui, Hussein A. Abbass:
A new niching method for the direction-based multi-objective evolutionary algorithm. MCDM 2013: 1-8 - [c100]Rubai Amin, Jiangjun Tang, Mohamed Ellejmi, Stephen Kirby, Hussein A. Abbass:
An evolutionary goal-programming approach towards scenario design for air-traffic human-performance experiments. CIVTS 2013: 64-71 - [c99]Sameer Alam, Md. Murad Hossain, Chris Lokan, Steve Barry, Geoff Aldis, Robert Butcher, Hussein A. Abbass:
Real time prediction of worst case air traffic sector collision risk using evolutionary optimization. CIVTS 2013: 72-79 - 2012
- [j42]Hussein A. Abbass:
IEEE World Congress on Computational Intelligence 2012 (IEEE WCCI 2012) [Conference Reports]. IEEE Comput. Intell. Mag. 7(4): 15-17 (2012) - [j41]Jing Liu, Hussein A. Abbass, David G. Green, Weicai Zhong:
Motif Difficulty (MD): A Predictive Measure of Problem Difficulty for Evolutionary Algorithms Using Network Motifs. Evol. Comput. 20(3): 321-347 (2012) - [j40]Lam Thu Bui, Hussein A. Abbass, Michael Barlow, Axel Bender:
Robustness Against the Decision-Maker's Attitude to Risk in Problems With Conflicting Objectives. IEEE Trans. Evol. Comput. 16(1): 1-19 (2012) - [c98]Hussein A. Abbass, Daryl Essam, Ruhul A. Sarker:
2012 IEEE Congress on Evolutionary Computation. IEEE Congress on Evolutionary Computation 2012: 1 - [c97]Sameer Alam, Chris Lokan, Hussein A. Abbass:
What can make an airspace unsafe? characterizing collision risk using multi-objective optimization. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c96]Vinh Bui, Axel Bender, Hussein A. Abbass:
An expressive GL-2 grammar for representing story-like scenarios. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c95]Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass:
A multi-objective evolutionary method for Dynamic Airspace Re-sectorization using sectors clipping and similarities. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c94]Jian Xiong, Kamran Shafi, Hussein A. Abbass:
Multi-Uncertainty Problems (MUP) with applications to managing risk in resource-constrained project scheduling. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c93]Shen Ren, Michael Barlow, Hussein A. Abbass:
Frontal Cortex Neural Activities Shift Cognitive Resources Away from Facial Activities in Real-Time Problem Solving. ICONIP (4) 2012: 132-139 - [c92]William M. Mount, Deborah C. Tucek, Hussein A. Abbass:
A Psychophysiological Analysis of Weak Annoyances in Human Computer Interfaces. ICONIP (1) 2012: 202-209 - [c91]Deborah C. Tucek, William M. Mount, Hussein A. Abbass:
Neural and Speech Indicators of Cognitive Load for Sudoku Game Interfaces. ICONIP (1) 2012: 210-217 - [c90]William M. Mount, Deborah C. Tucek, Hussein A. Abbass:
Psychophysiological Evaluation of Task Complexity and Cognitive Performance in a Human Computer Interface Experiment. ICONIP (1) 2012: 600-607 - [c89]Bin Zhang, Kamran Shafi, Hussein A. Abbass:
Robo-Teacher: A Computational Simulation Based Educational System to Improve Cyber Security. RiTA 2012: 179-186 - [c88]Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass:
Evolving Story Narrative Using Surrogate Models of Human Judgement. RiTA 2012: 653-661 - [c87]Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass:
Neuro-Evolution of Escape Behaviour under High Level of Deception and Noise. RiTA 2012: 671-681 - [c86]Bin Zhang, Kamran Shafi, Hussein A. Abbass:
A Density Based Approach to the Access Point Layout Smart Distribution Grid Design Optimization Problem. SEAL 2012: 73-82 - [c85]Chi Cuong Vu, Lam Thu Bui, Hussein A. Abbass:
DEAL: A Direction-Guided Evolutionary Algorithm. SEAL 2012: 148-157 - [c84]Bing Wang, Kathryn E. Merrick, Hussein A. Abbass:
Developing Attention Focus Metrics for Autonomous Hypothesis Generation in Data Mining. SEAL 2012: 290-299 - [c83]Kamran Shafi, Axel Bender, Hussein A. Abbass:
Multi Objective Learning Classifier Systems Based Hyperheuristics for Modularised Fleet Mix Problem. SEAL 2012: 381-390 - [c82]Kun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass:
From Subjective to Objective Metrics for Evolutionary Story Narration Using Event Permutations. SEAL 2012: 400-409 - [e5]Jing Liu, Cesare Alippi, Bernadette Bouchon-Meunier, Garrison W. Greenwood, Hussein A. Abbass:
Advances in Computational Intelligence - IEEE World Congress on Computational Intelligence, WCCI 2012, Brisbane, Australia, June 10-15, 2012. Plenary/Invited Lectures. Lecture Notes in Computer Science 7311, Springer 2012, ISBN 978-3-642-30686-0 [contents] - 2011
- [j39]Jing Liu, Hussein A. Abbass, Weicai Zhong, David G. Green:
Local-Global Interaction and the Emergence of Scale-Free Networks with Community Structures. Artif. Life 17(4): 263-279 (2011) - [j38]Hussein A. Abbass, Axel Bender, Svetoslav Gaidow, P. Whitbread:
Computational Red Teaming: Past, Present and Future. IEEE Comput. Intell. Mag. 6(1): 30-42 (2011) - [j37]Hussein A. Abbass, Eleni Petraki:
The causes for no causation: A computational perspective. Inf. Knowl. Syst. Manag. 10(1-4): 51-74 (2011) - [j36]Lam Thu Bui, Jing Liu, Axel Bender, Michael Barlow, Slawomir Wesolkowski, Hussein A. Abbass:
DMEA: a direction-based multiobjective evolutionary algorithm. Memetic Comput. 3(4): 271-285 (2011) - [j35]Bruno Henrique Groenner Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga:
The use of coevolution and the artificial immune system for ensemble learning. Soft Comput. 15(9): 1735-1747 (2011) - [c81]Hussein A. Abbass:
Mining Big Data Streams: The Fallacy of Blind Correlation and the Importance of Models. AusDM 2011: 5 - [c80]Lam Thu Bui, Stephen Baker, Axel Bender, Hussein A. Abbass, Michael Barlow, Ruhul A. Sarker:
A grid-based heuristic for two-dimensional packing problems. IEEE Congress on Evolutionary Computation 2011: 2329-2336 - [c79]Jian Xiong, Yingwu Chen, Jing Liu, Hussein A. Abbass:
An evolutionary multi-objective scenario-based approach for Stochastic Resource Investment Project Scheduling. IEEE Congress on Evolutionary Computation 2011: 2767-2774 - [c78]Amr S. Ghoneim, Daryl Leslie Essam, Hussein A. Abbass:
Competency awareness in strategic decision making. CogSIMA 2011: 106-109 - [c77]Amr S. Ghoneim, Daryl Leslie Essam, Hussein A. Abbass:
On computations and strategies for real and artificial systems. ECAL 2011: 260-267 - [c76]Heba El-Fiqi, Eleni Petraki, Hussein A. Abbass:
A computational linguistic approach for the identification of translator stylometry using Arabic-English text. FUZZ-IEEE 2011: 2039-2045 - [c75]Kamran Shafi, Axel Bender, Hussein A. Abbass:
Fleet estimation for defence logistics using a multi-objective learning classifier system. GECCO 2011: 1195-1202 - 2010
- [j34]Hussein A. Abbass:
Intelligent Control Systems with an Introduction to System of Systems Engineering (Nanayakkara, T.; 2009) [Book Review]. IEEE Comput. Intell. Mag. 5(4): 52-53 (2010) - [j33]Viet Van Pham, Jiangjun Tang, Sameer Alam, Chris Lokan, Hussein A. Abbass:
Aviation emission inventory development and analysis. Environ. Model. Softw. 25(12): 1738-1753 (2010) - [j32]Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass:
Adversarial learning: the impact of statistical sample selection techniques on neural ensembles. Evol. Syst. 1(3): 181-197 (2010) - [c74]Shane Boulden, Antony W. Iorio, Hussein A. Abbass:
Learning synchronization in networked complex systems using genetic algorithms. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c73]Vinh Bui, Hussein A. Abbass, Axel Bender:
Evolving stories: Grammar evolution for automatic plot generation. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c72]Md. Murad Hossain, Hussein A. Abbass, Chris Lokan, Sameer Alam:
Adversarial Evolution: Phase transition in non-uniform hard satisfiability problems. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c71]Jing Liu, Weicai Zhong, Hussein A. Abbass, David G. Green:
Separated and overlapping community detection in complex networks using multiobjective Evolutionary Algorithms. IEEE Congress on Evolutionary Computation 2010: 1-7 - [c70]Viet Van Pham, Lam Thu Bui, Sameer Alam, Chris Lokan, Hussein A. Abbass:
A Pittsburgh Multi-Objective Classifier for user preferred trajectories and flight navigation. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c69]Kamran Shafi, Axel Bender, Hussein A. Abbass:
Evolutionary dynamics of interdependent exogenous risks. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c68]Wenjing Zhao, Jing Liu, Hussein A. Abbass, Axel Bender:
A multi-objective risk-based approach for airlift task scheduling using stochastic bin packing. IEEE Congress on Evolutionary Computation 2010: 1-8 - [c67]Shir Li Wang, Kamran Shafi, Chris Lokan, Hussein A. Abbass:
Robustness of neural ensembles against targeted and random Adversarial Learning. FUZZ-IEEE 2010: 1-8 - [c66]Wenjing Zhao, Jiangjun Tang, Sameer Alam, Axel Bender, Hussein A. Abbass:
Evolutionary-Computation Based Risk Assessment of Aircraft Landing Sequencing Algorithms. DIPES/BICC 2010: 254-265 - [c65]Kun Wang, Vinh Bui, Hussein A. Abbass:
Evolving Stories: Tree Adjoining Grammar Guided Genetic Programming for Complex Plot Generation. SEAL 2010: 135-145 - [p10]Lam Thu Bui, Daryl Essam, Hussein A. Abbass:
The Role of Explicit Niching and Communication Messages in Distributed Evolutionary Multi-objective Optimization. Parallel and Distributed Computational Intelligence 2010: 181-206
2000 – 2009
- 2009
- [j31]Hussein A. Abbass, Axel Bender:
The Pareto operating curve for risk minimization. Artif. Life Robotics 14(4): 449-452 (2009) - [j30]Hussein A. Abbass, Sameer Alam, Axel Bender:
Mebra: multiobjective evolutionary-based risk assessment. IEEE Comput. Intell. Mag. 4(3): 29-36 (2009) - [j29]Lam Thu Bui, Hussein A. Abbass, Daryl Essam:
Local models - an approach to distributed multi-objective optimization. Comput. Optim. Appl. 42(1): 105-139 (2009) - [j28]Lam Thu Bui, Hussein A. Abbass, Daryl Essam:
Localization for Solving Noisy Multi-Objective Optimization Problems. Evol. Comput. 17(3): 379-409 (2009) - [j27]Kamran Shafi, Hussein A. Abbass:
An adaptive genetic-based signature learning system for intrusion detection. Expert Syst. Appl. 36(10): 12036-12043 (2009) - [j26]Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu:
Intrusion detection with evolutionary learning classifier systems. Nat. Comput. 8(1): 3-27 (2009) - [j25]Hanyang Quek, Kay Chen Tan, Chi Keong Goh, Hussein A. Abbass:
Evolution and Incremental Learning in the Iterated Prisoner's Dilemma. IEEE Trans. Evol. Comput. 13(2): 303-320 (2009) - [j24]Hanyang Quek, Kay Chen Tan, Hussein A. Abbass:
Evolutionary Game Theoretic Approach for Modeling Civil Violence. IEEE Trans. Evol. Comput. 13(4): 780-800 (2009) - [j23]Pornthep Rojanavasu, Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Ouen Pinngern:
A Self-Organized, Distributed, and Adaptive Rule-Based Induction System. IEEE Trans. Neural Networks 20(3): 446-459 (2009) - [c64]Vinh Bui, Lam Thu Bui, Hussein A. Abbass, Axel Bender, Pradeep Ray:
On the role of information networks in logistics: An evolutionary approach with military scenarios. IEEE Congress on Evolutionary Computation 2009: 598-605 - [c63]Lam Thu Bui, Slawomir Wesolkowski, Axel Bender, Hussein A. Abbass, Michael Barlow:
A dominance-based stability measure for multi-objective evolutionary algorithms. IEEE Congress on Evolutionary Computation 2009: 749-756 - [c62]Kuang-Yuan Chen, Peter A. Lindsay, Peter J. Robinson, Hussein A. Abbass:
A hierarchical conflict resolution method for multi-agent path planning. IEEE Congress on Evolutionary Computation 2009: 1169-1176 - [c61]Sameer Alam, Jianjang Tang, Hussein A. Abbass, Chris Lokan:
The effect of symmetry in representation on scenario-based risk assessment for air-traffic conflict resolution strategies. IEEE Congress on Evolutionary Computation 2009: 2180-2187 - [c60]Jiangjun Tang, Sameer Alam, Hussein A. Abbass, Chris Lokan:
Modelling and evolutionary multi-objective evaluation of interdependencies and work processes in airport operations. GEC Summit 2009: 977-984 - [i7]James M. Whitacre, Hussein A. Abbass, Ruhul A. Sarker, Axel Bender, Stephen Baker:
Strategic Positioning in Tactical Scenario Planning. CoRR abs/0907.0340 (2009) - [i6]Hussein A. Abbass, Axel Bender, Helen Dam, Stephen Baker, James M. Whitacre, Ruhul A. Sarker:
Computational Scenario-based Capability Planning. CoRR abs/0907.0520 (2009) - [i5]James M. Whitacre, Axel Bender, Stephen Baker, Qi Fan, Ruhul A. Sarker, Hussein A. Abbass:
Network Topology and Time Criticality Effects in the Modularised Fleet Mix Problem. CoRR abs/0907.0597 (2009) - [i4]Slawomir Wesolkowski, Michael Mazurek, James M. Whitacre, Axel Bender, Hussein A. Abbass:
Robustness and Adaptiveness Analysis of Future Fleets. CoRR abs/0907.0598 (2009) - 2008
- [j22]Lam Thu Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam:
Interleaving Guidance in Evolutionary Multi-Objective Optimization. J. Comput. Sci. Technol. 23(1): 44-63 (2008) - [j21]Sameer Alam, Hussein A. Abbass, Michael Barlow:
ATOMS: Air Traffic Operations and Management Simulator. IEEE Trans. Intell. Transp. Syst. 9(2): 209-225 (2008) - [j20]Hai Huong Dam, Hussein A. Abbass, Chris Lokan, Xin Yao:
Neural-Based Learning Classifier Systems. IEEE Trans. Knowl. Data Eng. 20(1): 26-39 (2008) - [j19]Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay:
Analysis of CCME: Coevolutionary Dynamics, Automatic Problem Decomposition, and Regularization. IEEE Trans. Syst. Man Cybern. Part C 38(1): 100-109 (2008) - [j18]Ayman Ghoneim, Hussein A. Abbass, Michael Barlow:
Characterizing Game Dynamics in Two-Player Strategy Games Using Network Motifs. IEEE Trans. Syst. Man Cybern. Part B 38(3): 682-690 (2008) - [c59]Lam Thu Bui, James M. Whitacre, Hussein A. Abbass:
Performance analysis of elitism in multi-objective ant colony optimization algorithms. IEEE Congress on Evolutionary Computation 2008: 1633-1640 - [c58]James M. Whitacre, Hussein A. Abbass, Ruhul A. Sarker, Axel Bender, Stephen Baker:
Strategic positioning in tactical scenario planning. GECCO 2008: 1081-1088 - [c57]Hussein A. Abbass, Axel Bender, Hai Huong Dam, Stephen Baker, James M. Whitacre, Ruhul A. Sarker:
Computational scenario-based capability planning. GECCO 2008: 1437-1444 - [c56]Bruno Henrique Groenner Barbosa, Lam Thu Bui, Hussein A. Abbass, Luis Antonio Aguirre, Antônio de Pádua Braga:
Evolving an Ensemble of Neural Networks Using Artificial Immune Systems. SEAL 2008: 121-130 - [p9]Lam Thu Bui, Minh Ha Nguyen, Jürgen Branke, Hussein A. Abbass:
Tackling Dynamic Problems with Multiobjective Evolutionary Algorithms. Multiobjective Problem Solving from Nature 2008: 77-91 - [p8]Hai Huong Dam, Pornthep Rojanavasu, Hussein A. Abbass, Chris Lokan:
Distributed Learning Classifier Systems. Learning Classifier Systems in Data Mining 2008: 69-91 - [e4]Xiaodong Li, Michael Kirley, Mengjie Zhang, David G. Green, Victor Ciesielski, Hussein A. Abbass, Zbigniew Michalewicz, Tim Hendtlass, Kalyanmoy Deb, Kay Chen Tan, Jürgen Branke, Yuhui Shi:
Simulated Evolution and Learning, 7th International Conference, SEAL 2008, Melbourne, Australia, December 7-10, 2008. Proceedings. Lecture Notes in Computer Science 5361, Springer 2008, ISBN 978-3-540-89693-7 [contents] - 2007
- [j17]Kamran Shafi, Hussein A. Abbass:
Biologically-inspired Complex Adaptive Systems approaches to Network Intrusion Detection. Inf. Secur. Tech. Rep. 12(4): 209-217 (2007) - [c55]Sameer Alam, Minh Ha Nguyen, Hussein A. Abbass, Michael Barlow:
Ants Guide Future Pilots. ACAL 2007: 36-48 - [c54]Ayman Ghoneim, Michael Barlow, Hussein A. Abbass:
Rounds Effect in Evolutionary Games. ACAL 2007: 72-83 - [c53]Lam Thu Bui, Omar S. Soliman, Hussein A. Abbass:
A Modified Strategy for the Constriction Factor in Particle Swarm Optimization. ACAL 2007: 333-344 - [c52]Garrison W. Greenwood, Hussein A. Abbass:
A new local search algorithm for continuous spaces based on army ant swarm raids. IEEE Congress on Evolutionary Computation 2007: 1097-1102 - [c51]Kamran Shafi, Hussein A. Abbass, Weiping Zhu:
Real time signature extraction from a supervised classifier system. IEEE Congress on Evolutionary Computation 2007: 2509-2516 - [c50]Omar S. Soliman, Lam Thu Bui, Hussein A. Abbass:
The effect of a stochastic step length on the performance of the differential evolution algorithm. IEEE Congress on Evolutionary Computation 2007: 2850-2857 - [c49]Ayman Ghoneim, Hussein A. Abbass, Michael Barlow:
The critical point when prisoners meet the minority: local and global dynamics in mixed evolutionary games. IEEE Congress on Evolutionary Computation 2007: 3711-3718 - [c48]Ayman Ghoneim, Hussein A. Abbass, Michael Barlow:
Investigating alliance dynamics using a co-evolutionary iterated prisoner's dilemma with an exit option. IEEE Congress on Evolutionary Computation 2007: 4065-4072 - [c47]Ayman Ghoneim, Hussein A. Abbass, Michael Barlow:
Information Sharing in the Iterated Prisoner's Dilemma Game. CIG 2007: 56-62 - [c46]Ziauddin Ursani, Ruhul A. Sarker, Hussein A. Abbass:
Improving the Performance of Genetic Algorithm in Capacitated Vehicle Routing Problem using Self Imposed Constraints. CISched 2007: 220-225 - [c45]Michael Barlow, Ang Yang, Hussein A. Abbass:
A Temporal Risk Assessment Framework for Planning A Future Force Structure. CISDA 2007: 100-107 - [c44]Kuang-Yuan Chen, Hai Huong Dam, Peter A. Lindsay, Hussein A. Abbass:
Biasing XCS with Domain Knowledge for Planning Flight Trajectories in a Moving Sector Free Flight Environment. ALIFE 2007: 456-462 - [p7]Hai Huong Dam, Chris Lokan, Hussein A. Abbass:
Evolutionary Online Data Mining: An Investigation in a Dynamic Environment. Evolutionary Computation in Dynamic and Uncertain Environments 2007: 153-178 - [p6]Stephen Baker, Axel Bender, Hussein A. Abbass, Ruhul A. Sarker:
A Scenario-based Evolutionary Scheduling Approach for Assessing Future Supply Chain Fleet Capabilities. Evolutionary Scheduling 2007: 485-511 - [e3]Marcus Randall, Hussein A. Abbass, Janet Wiles:
Progress in Artificial Life, Third Australian Conference, ACAL 2007, Gold Coast, Australia, December 4-6, 2007, Proceedings. Lecture Notes in Computer Science 4828, Springer 2007, ISBN 978-3-540-76930-9 [contents] - 2006
- [j16]Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay:
A novel mixture of experts model based on cooperative coevolution. Neurocomputing 70(1-3): 155-163 (2006) - [j15]Hussein A. Abbass:
An economical cognitive approach for bi-objective optimization using bliss points, visualization, and interaction. Soft Comput. 10(8): 687-698 (2006) - [j14]Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
Characterizing Warfare in Red Teaming. IEEE Trans. Syst. Man Cybern. Part B 36(2): 268-285 (2006) - [c43]Chi Keong Goh, Hanyang Quek, Kay Chen Tan, Hussein A. Abbass:
Modeling Civil Violence: An Evolutionary Multi-Agent, Game Theoretic Approach. IEEE Congress on Evolutionary Computation 2006: 1624-1631 - [c42]Kamran Shafi, Hussein A. Abbass, Weiping Zhu:
The Role of Early Stopping and Population Size in XCS for Intrusion Detection. SEAL 2006: 50-57 - [c41]Lam Thu Bui, Kalyanmoy Deb, Hussein A. Abbass, Daryl Essam:
Dual Guidance in Evolutionary Multi-objective Optimization by Localization. SEAL 2006: 384-391 - [c40]Sameer Alam, Lam Thu Bui, Hussein A. Abbass, Michael Barlow:
Pareto Meta-heuristics for Generating Safe Flight Trajectories Under Weather Hazards. SEAL 2006: 829-836 - [c39]Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
Land Combat Scenario Planning: A Multiobjective Approach. SEAL 2006: 837-844 - [p5]Yin Shan, Robert I. McKay, Daryl Essam, Hussein A. Abbass:
A Survey of Probabilistic Model Building Genetic Programming. Scalable Optimization via Probabilistic Modeling 2006: 121-160 - [p4]Hussein A. Abbass:
Pareto-Optimal Approaches to Neuro-Ensemble Learning. Multi-Objective Machine Learning 2006: 407-427 - [e2]Tzai-Der Wang, Xiaodong Li, Shu-Heng Chen, Xufa Wang, Hussein A. Abbass, Hitoshi Iba, Guoliang Chen, Xin Yao:
Simulated Evolution and Learning, 6th International Conference, SEAL 2006, Hefei, China, October 15-18, 2006, Proceedings. Lecture Notes in Computer Science 4247, Springer 2006, ISBN 3-540-47331-9 [contents] - 2005
- [j13]Hussein A. Abbass:
Artificial Life Down Under. Artif. Life 11(3): 397-399 (2005) - [j12]Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay:
Stopping criteria for ensemble of evolutionary artificial neural networks. Appl. Soft Comput. 6(1): 100-107 (2005) - [j11]Jason Teo, Hussein A. Abbass:
Multiobjectivity and Complexity in Embodied Cognition. IEEE Trans. Evol. Comput. 9(4): 337-360 (2005) - [c38]Hai Huong Dam, Kamran Shafi, Hussein A. Abbass:
Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection. Australian Conference on Artificial Intelligence 2005: 1092-1095 - [c37]Hai Huong Dam, Hussein A. Abbass, Chris Lokan:
The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments. Congress on Evolutionary Computation 2005: 618-625 - [c36]Lam Thu Bui, Hussein A. Abbass, Jürgen Branke:
Multiobjective optimization for dynamic environments. Congress on Evolutionary Computation 2005: 2349-2356 - [c35]Ruhul A. Sarker, Sami Kara, Graham Freeman, Berman Kayis, Tapabrata Ray, Hussein A. Abbass:
A Multi-agent Simulation Study for Supply Chain Operation. CIMCA/IAWTIC 2005: 728-733 - [c34]Michelle McPartland, Stefano Nolfi, Hussein A. Abbass:
Emergence of communication in competitive multi-agent systems: a pareto multi-objective approach. GECCO 2005: 51-58 - [c33]Hai Huong Dam, Hussein A. Abbass, Chris Lokan:
Be real! XCS with continuous-valued inputs. GECCO Workshops 2005: 85-87 - [c32]Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
Evolving agents for network centric warfare. GECCO Workshops 2005: 193-195 - [c31]Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson:
Sub-structural niching in estimation of distribution algorithms. GECCO 2005: 671-678 - [c30]Lam Thu Bui, Hussein A. Abbass, Daryl Essam:
Fitness inheritance for noisy evolutionary multi-objective optimization. GECCO 2005: 779-785 - [c29]Lam Thu Bui, Jürgen Branke, Hussein A. Abbass:
Diversity as a selection pressure in dynamic environments. GECCO 2005: 1557-1558 - [c28]Hai Huong Dam, Hussein A. Abbass, Chris Lokan:
DXCS: an XCS system for distributed data mining. GECCO 2005: 1883-1890 - [c27]Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
WISDOM-II: A Network Centric Model for Warfare. KES (3) 2005: 813-819 - [p3]Sameer Alam, Michelle McPartland, Michael Barlow, P. Lindsay, Hussein A. Abbass:
Chapter 2 Neural Evolution for Collision Detection & Resolution in a 2D Free Flight Environment. Recent Advances in Artificial Life 2005 - [p2]Lam Thu Bui, Hussein A. Abbass, Daryl Essam:
Chapter 3 Cooperative Coevolution of Genotype - Phenotype Mappings to Solve Epistatic Optimization Problems. Recent Advances in Artificial Life 2005 - [p1]Ang Yang, Hussein A. Abbass, Michael Barlow, Ruhul A. Sarker, Neville J. Curtis:
Chapter 25 Evolving Capability Requirements in WISDOM-II. Recent Advances in Artificial Life 2005 - [e1]Hussein A. Abbass, Terry Bossomaier, Janet Wiles:
Recent Advances in Artificial Life. Advances in Natural Computation 3, World Scientific 2005, ISBN 978-981-256-615-7 [contents] - [i3]Hussein A. Abbass, Kumara Sastry, David E. Goldberg:
Oiling the Wheels of Change: The Role of Adaptive Automatic Problem Decomposition in Non-Stationary Environments. CoRR abs/cs/0502021 (2005) - [i2]Kumara Sastry, Hussein A. Abbass, David E. Goldberg:
Sub-Structural Niching in Non-Stationary Environments. CoRR abs/cs/0502022 (2005) - [i1]Kumara Sastry, Hussein A. Abbass, David E. Goldberg, D. D. Johnson:
Sub-structural Niching in Estimation of Distribution Algorithms. CoRR abs/cs/0502023 (2005) - 2004
- [j10]Ruhul A. Sarker, Hussein A. Abbass:
Differential Evolution for Solving multiobjective Optimization Problems. Asia Pac. J. Oper. Res. 21(2): 225-240 (2004) - [j9]Bo Liu, Hussein A. Abbass, Robert I. McKay:
Classification Rule Discovery with Ant Colony Optimization. IEEE Intell. Informatics Bull. 3(1): 31-35 (2004) - [j8]Jason Teo, Hussein A. Abbass:
Automatic Generation of Controllers for Embodied Legged Organisms: A Pareto Evolutionary Multi-Objective Approach. Evol. Comput. 12(3): 355-394 (2004) - [j7]Jason Teo, Hussein A. Abbass:
An information-theoretic landscape analysis of neuro-controlled embodied organisms. Neural Comput. Appl. 13(1): 80-89 (2004) - [c26]Ang Yang, Hussein A. Abbass, Ruhul A. Sarker:
Landscape Dynamics in Multi-agent Simulation Combat Systems. Australian Conference on Artificial Intelligence 2004: 39-50 - [c25]Kumara Sastry, Hussein A. Abbass, David E. Goldberg:
Sub-structural Niching in Non-stationary Environments. Australian Conference on Artificial Intelligence 2004: 873-885 - [c24]Yin Shan, Robert I. McKay, Rohan Baxter, Hussein A. Abbass, Daryl Essam, Nguyen Xuan Hoai:
Grammar model-based program evolution. IEEE Congress on Evolutionary Computation 2004: 478-485 - [c23]Nguyen Xuan Hoai, Robert I. McKay, Daryl Essam, Hussein A. Abbass:
Toward an Alternative Comparison between Different Genetic Programming Systems. EuroGP 2004: 67-77 - [c22]Hussein A. Abbass:
An Inexpensive Cognitive Approach for Bi-objective Optimization Using Bliss Points and Interaction. PPSN 2004: 712-721 - 2003
- [j6]Robert I. McKay, Hussein A. Abbass:
Artificial Life: An Introduction. Int. J. Comput. Intell. Appl. 3(2): 143-144 (2003) - [j5]Jason Teo, Hussein A. Abbass:
A True Annealing Approach to the Marriage in Honey-Bees Optimization Algorithm. Int. J. Comput. Intell. Appl. 3(2): 199-211 (2003) - [j4]Hussein A. Abbass:
Speeding Up Backpropagation Using Multiobjective Evolutionary Algorithms. Neural Comput. 15(11): 2705-2726 (2003) - [c21]Bill B. Wang, Robert I. McKay, Hussein A. Abbass, Michael Barlow:
A Comparative Study for Domain Ontology Guided Feature Extraction. ACSC 2003: 69-78 - [c20]Jason Teo, Hussein A. Abbass:
Software Verification of Redundancy in Neuro-Evolutionary Robotics. Australian Conference on Artificial Intelligence 2003: 302-314 - [c19]Hussein A. Abbass:
Pareto Neuro-Ensembles. Australian Conference on Artificial Intelligence 2003: 554-566 - [c18]Hussein A. Abbass, Adil M. Bagirov, Jiapu Zhang:
The discrete gradient evolutionary strategy method for global optimization. IEEE Congress on Evolutionary Computation 2003: 435-442 - [c17]Jason Teo, Hussein A. Abbass:
Elucidating the benefits of a self-adaptive Pareto EMO approach for evolving legged locomotion in artificial creatures. IEEE Congress on Evolutionary Computation 2003: 755-762 - [c16]Yin Shan, Robert I. McKay, Hussein A. Abbass, Daryl Essam:
Program evolution with explicit learning. IEEE Congress on Evolutionary Computation 2003: 1639-1646 - [c15]Hussein A. Abbass:
Pareto neuro-evolution: constructing ensemble of neural networks using multi-objective optimization. IEEE Congress on Evolutionary Computation 2003: 2074-2080 - [c14]Bo Liu, Bob McKay, Hussein A. Abbass:
Improving genetic classifiers with a boosting algorithm. IEEE Congress on Evolutionary Computation 2003: 2596-2602 - [c13]Hussein A. Abbass, Kalyanmoy Deb:
Searching under Multi-evolutionary Pressures. EMO 2003: 391-404 - [c12]Nguyen Xuan Hoai, Robert I. McKay, Hussein A. Abbass:
Tree Adjoining Grammars, Language Bias, and Genetic Programming. EuroGP 2003: 335-344 - [c11]Jason Teo, Minh Ha Nguyen, Hussein A. Abbass:
Multi-objectivity as a Tool for Constructing Hierarchical Complexity. GECCO 2003: 483-494 - [c10]Jason Teo, Hussein A. Abbass:
Is a Self-Adaptive Pareto Approach Beneficial for Controlling Embodied Virtual Robots? GECCO 2003: 1612-1613 - [c9]Minh Ha Nguyen, Hussein A. Abbass, Robert I. McKay:
Stopping Criteria for Ensembles of Evolutionary Artificial Neural Networks. HIS 2003: 157-166 - [c8]Bo Liu, Hussein A. Abbass, Bob McKay:
Classification Rule Discovery with Ant Colony Optimization. IAT 2003: 83-88 - 2002
- [b1]Hussein A. Abbass:
Computational intelligence techniques for decision making: with applications to the dairy industry. Queensland University of Technology, Brisbane, QLD, Australia, dissertation.de 2002, ISBN 978-3-89825-408-3, pp. 1-265 - [j3]Hussein A. Abbass:
An evolutionary artificial neural networks approach for breast cancer diagnosis. Artif. Intell. Medicine 25(3): 265-281 (2002) - [j2]Hussein A. Abbass, Ruhul A. Sarker:
The Pareto Differential Evolution Algorithm. Int. J. Artif. Intell. Tools 11(4): 531-552 (2002) - [c7]Hussein A. Abbass:
The self-adaptive Pareto differential evolution algorithm. IEEE Congress on Evolutionary Computation 2002: 831-836 - [c6]Hussein A. Abbass, Nguyen Xuan Hoai, Robert I. McKay:
AntTAG: a new method to compose computer programs using colonies of ants. IEEE Congress on Evolutionary Computation 2002: 1654-1659 - [c5]Jason Teo, Hussein A. Abbass:
Evolutionary Multi-objective Robotics: Evolving a Physically Simulated quadruped using the PDE Algorithm. SEAL 2002: 466-485 - 2001
- [j1]Hussein A. Abbass, Michael Towsey, Gerard D. Finn:
C-Net: A Method for Generating Non-deterministic and Dynamic Multivariate Decision Trees. Knowl. Inf. Syst. 3(2): 184-197 (2001) - [c4]Hussein A. Abbass:
A Memetic Pareto Evolutionary Approach to Artificial Neural Networks. Australian Joint Conference on Artificial Intelligence 2001: 1-12 - [c3]Hussein A. Abbass:
MBO: marriage in honey bees optimization-a Haplometrosis polygynous swarming approach. CEC 2001: 207-214 - [c2]Hussein A. Abbass, Ruhul A. Sarker, Charles S. Newton:
PDE: a Pareto-frontier differential evolution approach for multi-objective optimization problems. CEC 2001: 971-978
1990 – 1999
- 1999
- [c1]Paula E. Macrossan, Hussein A. Abbass, Kerrie L. Mengersen, Michael Towsey, Gerard D. Finn:
Bayesian Neural Network Learning for Prediction in the Australian Dairy Industry. IDA 1999: 395-406
Coauthor Index
Daryl Essam
aka: Daryl Leslie Essam
aka: Daryl Leslie Essam
Christopher J. Lokan
aka: Chris Lokan
aka: Chris Lokan
Robert I. McKay
aka: Bob McKay
aka: Bob McKay
Hemant K. Singh
aka: Hemant Kumar Singh
aka: Hemant Kumar Singh
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