Hussein A. Abbass - researchr alias

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Viewing Publication 1 - 100 from 298

2023

Swarm Metaverse for Multi-Level Autonomy Using Digital TwinsHung The Nguyen 0001, Aya Hussein, Matthew A. Garratt, Hussein A. Abbass. sensors, 23(10):4892, 2023. [doi]

Editorial Interdisciplinary Artificial Intelligence Research With Machine Education as an ExampleHussein A. Abbass. tai, 4(3):399-401, June 2023. [doi]

Swarm analytics: Designing information markers to characterise swarm systems in shepherding contextsAdam J. Hepworth, Aya Hussein, Darryn J. Reid, Hussein A. Abbass. adb, 31(4):323-349, August 2023. [doi]

Connectivity-Aware Particle Swarm Optimisation for Swarm ShepherdingReem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass. tetci, 7(3):661-683, June 2023. [doi]

Multi-agent Knowledge Transfer in a Society of Interpretable Neural Network Minds for Dynamic Context Formation in Swarm ShepherdingDuy-Tung Nguyen, Hemant Singh, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass. ijcnn 2023: 1-9 [doi]

CIS Publication Spotlight [Publication Spotlight]Yongduan Song, Dongrui Wu, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yiu-ming Cheung, Hussein A. Abbass. cim, 18(1):17-19, February 2023. [doi]

2022

Modified continuous Ant Colony Optimisation for multiple Unmanned Ground Vehicle path planningJing Liu 0029, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. eswa, 196:116605, 2022. [doi]

A survey, taxonomy and progress evaluation of three decades of swarm optimisationJing Liu 0029, Sreenatha G. Anavatti, Matthew Garratt, Kay Chen Tan, Hussein A. Abbass. air, 55(5):3607-3725, 2022. [doi]

On The Role Of Modelling And Simulation For Artificial IntelligenceHussein A. Abbass. ecms 2022: 5-6 [doi]

Mixture of Spectral Generative Adversarial Networks for Imbalanced Hyperspectral Image ClassificationTanmoy Dam, Sreenatha G. Anavatti, Hussein A. Abbass. lgrs, 19:1-5, 2022. [doi]

Latent Preserving Generative Adversarial Network for Imbalance ClassificationTanmoy Dam, Md Meftahul Ferdaus, Mahardhika Pratama, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass. icip 2022: 3712-3716 [doi]

Scalable Adversarial Online Continual LearningTanmoy Dam, Mahardhika Pratama, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Hussein A. Abbass. pkdd 2023: 373-389 [doi]

Towards Real-Time Monocular Depth Estimation for Robotics: A SurveyXingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass. tits, 23(10):16940-16961, 2022. [doi]

MobileXNet: An Efficient Convolutional Neural Network for Monocular Depth EstimationXingshuai Dong, Matthew A. Garratt, Sreenatha G. Anavatti, Hussein A. Abbass. tits, 23(11):20134-20147, 2022. [doi]

Weighted Gate Layer AutoencodersHeba El-Fiqi, Min Wang 0009, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass. tcyb, 52(8):7242-7253, 2022. [doi]

Onto4MAT: A Swarm Shepherding Ontology for Generalized Multiagent TeamingAdam J. Hepworth, Daniel P. Baxter, Hussein A. Abbass. access, 10:59843-59861, 2022. [doi]

A machine education approach to swarm decision-making in best-of-n problemsAya Hussein, Sondoss ElSawah, Eleni Petraki, Hussein A. Abbass. swarm, 16(1):59-90, 2022. [doi]

Autonomous Swarm Shepherding Using Curriculum-Based Reinforcement LearningAya Hussein, Eleni Petraki, Sondoss ElSawah, Hussein A. Abbass. atal 2022: 633-641 [doi]

Characterization of Indicators for Adaptive Human-Swarm TeamingAya Hussein, Leo Ghignone, Tung Nguyen, Nima Salimi, Hung Nguyen, Min Wang 0009, Hussein A. Abbass. firai, 9:745958, 2022. [doi]

Assessing Player Profiles of Achievement, Affiliation, and Power Motivation Using ElectroencephalographyXuejie Liu, Kathryn Kasmarik, Hussein A. Abbass. tsmc, 52(6):3648-3658, 2022. [doi]

Multi-operator continuous ant colony optimisation for real world problemsJing Liu, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. swevo, 69:100984, 2022. [doi]

Reinforcement Learning for Solving Communication Problems in ShepherdingReem E. Mohamed, Saber M. Elsayed, Robert A. Hunjet, Hussein A. Abbass. ssci 2022: 1626-1635 [doi]

CIS Publication Spotlight [Publication Spotlight]Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew-Soon Ong, Hussein A. Abbass. cim, 17(2):11-13, 2022. [doi]

2021

On the channel density of EEG signals for reliable biometric recognitionMin Wang 0009, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass. prl, 147:134-141, 2021. [doi]

Editorial: What is Artificial Intelligence?Hussein A. Abbass. tai, 2(2):94-95, 2021. [doi]

Distributed Multi-agent Shepherding with ConsensusBenjamin Campbell, Heba El-Fiqi, Robert Hunjet, Hussein A. Abbass. swarm 2021: 168-181 [doi]

Does Adversarial Oversampling Help us?Tanmoy Dam, Md Meftahul Ferdaus, Sreenatha G. Anavatti, Senthilnath Jayavelu, Hussein A. Abbass. CIKM 2021: 2970-2973 [doi]

A Neuro-Evolution Approach to Shepherding Swarm Guidance in the Face of UncertaintyEssam Soliman Debie, Hemant K. Singh, Saber M. Elsayed, Anthony Perry, Robert A. Hunjet, Hussein A. Abbass. SMC 2021: 2634-2641 [doi]

Multimodal Fusion for Objective Assessment of Cognitive Workload: A ReviewEssam Soliman Debie, Raul Fernandez Rojas, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matt Garratt, Hussein A. Abbass. tcyb, 51(3):1542-1555, 2021. [doi]

CIS Publication Spotlight [Publication Spotlight]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass. cim, 16(4):14-16, 2021. [doi]

CIS Publication Spotlight [Publication Spotlight]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass. cim, 16(3):5, 2021. [doi]

CIS Publication Spotlight [Publication Spotlight]Haibo He, Jon Garibaldi, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass. cim, 16(2):11-76, 2021. [doi]

CIS Publication Spotlight [Publication Spotlight]Haibo He, Carlos A. Coello Coello, Julian Togelius, Yaochu Jin, Yew-Soon Ong, Hussein A. Abbass. cim, 16(1):18-20, 2021. [doi]

Human-Swarm-Teaming Transparency and Trust ArchitectureAdam J. Hepworth, Daniel P. Baxter, Aya Hussein, Kate J. Yaxley, Essam Soliman Debie, Hussein A. Abbass. ieeejas, 8(7):1281-1295, 2021. [doi]

UGV Path Planning based on an Improved Continuous Ant Colony Optimisation AlgorithmJing Liu, Aya Hussein, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. ssci 2021: 1-8 [doi]

Conference Report on 2021 IEEE Congress on Evolutionary Computation (IEEE CEC 2021) [Conference Reports]Jacek Mandziuk, Hussein A. Abbass. cim, 16(4):5-8, 2021. [doi]

Towards a systematic educational framework for human-machine teamingFinlay McCall, Aya Hussein, Eleni Petraki, Sondoss ElSawah, Hussein A. Abbass. tale 2021: 375-382 [doi]

A Graph-based Approach for Shepherding Swarms with Limited Sensing RangeReem E. Mohamed, Saber M. Elsayed, Robert Hunjet, Hussein A. Abbass. cec 2021: 2315-2322 [doi]

Deep Learning For Noisy Communication SystemReem E. Mohamed, Robert A. Hunjet, Saber M. Elsayed, Hussein A. Abbass. itnac 2021: 40-47 [doi]

Embedding-based Detection and Extraction of Research Topics from Academic Documents Using Deep ClusteringSahand Vahidnia, Alireza Abbasi, Hussein A. Abbass. jdis, 6(3):99-122, 2021. [doi]

2020

Disturbances in Influence of a Shepherding Agent is More Impactful than Sensorial Noise During Swarm GuidanceHung The Nguyen 0001, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass. ssci 2020: 2257-2264 [doi]

BrainPrint: EEG biometric identification based on analyzing brain connectivity graphsMin Wang 0009, Jiankun Hu, Hussein A. Abbass. PR, 105:107381, 2020. [doi]

Editorial: Artificial Intelligence: A New TransactionsHussein A. Abbass. tai, 1(1):2-4, 2020. [doi]

A preliminary study towards an improved shepherding modelHeba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert Hunjet, Hussein A. Abbass. gecco 2020: 75-76 [doi]

The Limits of Reactive Shepherding Approaches for Swarm GuidanceHeba El-Fiqi, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Hemant Kumar Singh, Robert Hunjet, Hussein A. Abbass. access, 8:214658-214671, 2020. [doi]

Path Planning for Shepherding a Swarm in a Cluttered Environment using Differential EvolutionSaber M. Elsayed, Hemant K. Singh, Essam Soliman Debie, Anthony Perry, Benjamin Campbell, Robert Hunjel, Hussein A. Abbass. ssci 2020: 2194-2201 [doi]

Tracking Footprints in a Swarm: Information-Theoretic and Spatial Centre of Influence MeasuresAdam J. Hepworth, Kate J. Yaxley, Daniel P. Baxter, Keith F. Joiner, Hussein A. Abbass. ssci 2020: 2217-2224 [doi]

Towards Trust-Aware Human-Automation Interaction: An Overview of the Potential of Computational Trust ModelsAya Hussein, Sondoss ElSawah, Hussein A. Abbass. hicss 2020: 1-10 [doi]

Swarm Collective Wisdom: A Fuzzy-Based Consensus Approach for Evaluating Agents Confidence in Global StatesAya Hussein, Sondoss ElSawah, Hussein A. Abbass. fuzzIEEE 2020: 1-8 [doi]

Trust Mediating Reliability-Reliance Relationship in Supervisory Control of Human-Swarm InteractionsAya Hussein, Sondoss ElSawah, Hussein A. Abbass. hf, 62(8), 2020. [doi]

A Comprehensive Review of Shepherding as a Bio-Inspired Swarm-Robotics Guidance ApproachNathan K. Long, Karl Sammut, Daniel Sgarioto, Matthew Garratt, Hussein A. Abbass. tetci, 4(4):523-537, 2020. [doi]

Perceptron-Learning for Scalable and Transparent Dynamic Formation in Swarm-on-Swarm ShepherdingTung Nguyen, Jing Liu, Hung Nguyen, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. ijcnn 2020: 1-8 [doi]

Document Clustering and Labeling for Research Trend Extraction and Evolution MappingSahand Vahidnia, Alireza Abbasi, Hussein A. Abbass. JCDL 2020: 54-62 [doi]

A Framework for Understanding the Dynamics of Science: A Case Study on AISahand Vahidnia, Alireza Abbasi, Hussein A. Abbass. euspn 2020: 581-586 [doi]

2019

Apprenticeship Learning for Continuous State Spaces and Actions in a Swarm-Guidance Shepherding TaskHung The Nguyen 0001, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass. ssci 2019: 102-109 [doi]

Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human StatesMin Wang 0009, Heba El-Fiqi, Jiankun Hu, Hussein A. Abbass. tifs, 14(12):3259-3272, 2019. [doi]

Stable EEG Biometrics Using Convolutional Neural Networks and Functional ConnectivityMin Wang 0009, Jiankun Hu, Hussein A. Abbass. ajiips, 15(3):19-26, 2019. [doi]

Social Integration of Artificial Intelligence: Functions, Automation Allocation Logic and Human-Autonomy TrustHussein A. Abbass. cogcom, 11(2):159-171, 2019. [doi]

Machine Education: Designing semantically ordered and ontologically guided modular neural networksHussein A. Abbass, Sondoss ElSawah, Eleni Petraki, Robert Hunjet. ssci 2019: 948-955 [doi]

N-player trust game dynamicsManuel Chica, Raymond Chiong, José J. Ramasco, Hussein A. Abbass. cnsns, 79:104870, 2019. [doi]

Machine Teaching in Hierarchical Genetic Reinforcement Learning: Curriculum Design of Reward Functions for Swarm ShepherdingNicholas R. Clayton, Hussein A. Abbass. cec 2019: 1259-1266 [doi]

Gate-Layer Autoencoders with Application to Incomplete EEG Signal RecoveryHeba El-Fiqi, Kathryn Kasmarik, Anastasios Bezerianos, Kay Chen Tan, Hussein A. Abbass. ijcnn 2019: 1-8 [doi]

Transparent Machine Education of Neural Networks for Swarm Shepherding Using Curriculum DesignAlexander Gee, Hussein A. Abbass. ijcnn 2019: 1-8 [doi]

Punishing Untrustworthiness and Free Riders to Maintain Cooperation in Multi-agent Social Dilemmas Using Fuzzy LogicGarrison W. Greenwood, Hussein A. Abbass, Eleni Petraki. iccae 2019: 88-92 [doi]

A Deep Hierarchical Reinforcement Learner for Aerial Shepherding of Ground SwarmsHung T. Nguyen, Tung D. Nguyen, Matthew Garratt, Kathryn Kasmarik, Sreenatha G. Anavatti, Michael Barlow, Hussein A. Abbass. iconip 2019: 658-669 [doi]

Contextual Awareness in Human-Advanced-Vehicle Systems: A SurveyRaul Fernandez Rojas, Anthony Perry, Hemant Singh, Benjamin Campbell, Saber M. Elsayed, Robert Hunjet, Hussein A. Abbass. access, 7:33304-33328, 2019. [doi]

Encephalographic Assessment of Situation Awareness in Teleoperation of Human-Swarm TeamingRaul Fernandez Rojas, Essam Soliman Debie, Justin Fidock, Michael Barlow, Kathryn Kasmarik, Sreenatha G. Anavatti, Matthew Garratt, Hussein A. Abbass. iconip 2019: 530-539 [doi]

Modulation of Force Vectors for Effective Shepherding of a Swarm: A Bi-Objective ApproachHemant Singh, Benjamin Campbell, Saber M. Elsayed, Anthony Perry, Robert Hunjet, Hussein A. Abbass. cec 2019: 2941-2948 [doi]

An Airspace Collision Risk Simulator for Safety AssessmentJiangjun Tang, Hussein A. Abbass, Sameer Alam. wsc 2019: 3160-3171 [doi]

Cyber-Shepherd: A Smartphone-based Game for Human and Autonomous Swarm ControlHayden Wade, Hussein A. Abbass. SMC 2019: 198-204 [doi]

2018

EEG-Based Neural Correlates of Trust in Human-Autonomy InteractionMin Wang 0009, Aya Hussein, Raul Fernandez Rojas, Kamran Shafi, Hussein A. Abbass. ssci 2018: 350-357 [doi]

Multi-scale Weighted Inherent Fuzzy Entropy for EEG BiomarkersMin Wang 0009, Jiankun Hu, Hussein A. Abbass. fuzzIEEE 2018: 1-8 [doi]

Guest Editorial: Special Issue on Human-Machine SymbiosisHussein A. Abbass, G. Fogel, J. Fidock. tetci, 2(4):246-248, 2018. [doi]

Corrections to "Guest Editorial: Special Issue on Human-Machine Symbiosis"Hussein A. Abbass, Gary B. Fogel, Justin Fidock. tetci, 2(5):410, 2018. [doi]

Convolution Neural Networks for Person Identification and Verification Using Steady State Visual Evoked PotentialHeba El-Fiqi, Min Wang 0009, Nima Salimi, Kathryn Kasmarik, Michael Barlow, Hussein A. Abbass. SMC 2018: 1062-1069 [doi]

A Critical Analysis of Punishment in Public Goods GamesGarrison W. Greenwood, Hussein A. Abbass, Eleni Petraki. cig 2018: 1-5 [doi]

When is altruistic punishment useful in social dilemmas?Garrison W. Greenwood, Hussein A. Abbass, Eleni Petraki. biosystems, 174:60-62, 2018. [doi]

Assessing Human Judgment of Computationally Generated Swarming BehaviorJohn Harvey, Kathryn Elizabeth Merrick, Hussein A. Abbass. firai, 2018:13, 2018. [doi]

Toward Electroencephalographic Profiling of Player Motivation: A SurveyXuejie Liu, Kathryn E. Merrick, Hussein A. Abbass. tamd, 10(3):499-513, 2018. [doi]

Apprenticeship Bootstrapping: Inverse Reinforcement Learning in a Multi-Skill UAV-UGV Coordination TaskHung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass. atal 2018: 2204-2206 [doi]

Apprenticeship BootstrappingHung Nguyen, Matthew Garratt, Hussein A. Abbass. ijcnn 2018: 1-8 [doi]

Swarm Q-Leaming With Knowledge Sharing Within Environments for Formation ControlTung Nguyen, Hung Nguyen, Essam Soliman Debie, Kathryn Kasmarik, Matthew Garratt, Hussein A. Abbass. ijcnn 2018: 1-8 [doi]

Networking the Boids Is More Robust Against Adversarial LearningJiangjun Tang, George Leu, Hussein A. Abbass. tnse, 5(2):141-155, 2018. [doi]

Human-Guided Evolutionary Story NarrationKun Wang, Vinh Bui, Eleni Petraki, Hussein A. Abbass. access, 6:13783-13802, 2018. [doi]

Hierarchical Deep Reinforcement Learning for Continuous Action ControlZhaoyang Yang, Kathryn E. Merrick, Lianwen Jin, Hussein A. Abbass. tnn, 29(11):5174-5184, 2018. [doi]

2017

On Benchmark Problems and Metrics for Decision Space Performance Analysis in Multi-Objective OptimizationBin Zhang 0019, Kamran Shafi, Hussein A. Abbass. ijcia, 16(1):1-18, 2017. [doi]

A Benchmark Test Suite for Dynamic Evolutionary Multiobjective OptimizationSen Bong Gee, Kay Chen Tan, Hussein A. Abbass. tcyb, 47(2):461-472, 2017. [doi]

Automatic EEG Artifact Removal Techniques by Detecting Influential Independent ComponentsSim Kuan Goh, Hussein A. Abbass, Kay Chen Tan, Abdullah Al Mamun, Chuanchu Wang, Cuntai Guan. tetci, 1(4):270-279, 2017. [doi]

Emotion, Trustworthiness and Altruistic Punishment in a Tragedy of the Commons Social DilemmaGarrison W. Greenwood, Hussein A. Abbass, Eleni Petraki. acalci 2017: 12-24 [doi]

Supervised deep actor network for imitation learning in a ground-air UAV-UGVs coordination taskHung The Nguyen, Matthew Garratt, Lam Thu Bui, Hussein A. Abbass. ssci 2017: 1-8 [doi]

A Survey of Learning Classifier Systems in Games [Review Article]Kamran Shafi, Hussein A. Abbass. cim, 12(1):42-55, 2017. [doi]

Contrasting Human and Computational Intelligence Based Autonomous Behaviors in a Blue-Red Simulation EnvironmentShir Li Wang, Kamran Shafi, Theam Foo Ng, Chris Lokan, Hussein A. Abbass. tetci, 1(1):27-40, 2017. [doi]

Co-Operative Coevolutionary Neural Networks for Mining Functional Association RulesBing Wang, Kathryn E. Merrick, Hussein A. Abbass. tnn, 28(6):1331-1344, 2017. [doi]

Multi-Task Deep Reinforcement Learning for Continuous Action ControlZhaoyang Yang, Kathryn E. Merrick, Hussein A. Abbass, Lianwen Jin. IJCAI 2017: 3301-3307 [doi]

2016

EditorialHussein A. Abbass, Huajin Tang, Meng-Hiot Lim. memetic, 8(1):1-2, 2016. [doi]

Finite Population Trust Game ReplicatorsGarrison W. Greenwood, Hussein A. Abbass, Eleni Petraki. ACAL 2016: 324-335 [doi]

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