2025
Modelling emergent pedestrian evacuation behaviors from intelligent, game-playing agents.
J. Comput. Soc. Sci., May, 2025
2024
Mitigating housing market shocks: an agent-based reinforcement learning approach with implications for real-time decision support.
J. Simulation, November, 2024
SensorNet: An Adaptive Attention Convolutional Neural Network for Sensor Feature Learning.
Sensors, June, 2024
SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems.
IEEE Trans. Mob. Comput., May, 2024
Learning the rational choice perspective: A reinforcement learning approach to simulating offender behaviours in criminological agent-based models.
Comput. Environ. Urban Syst., 2024
BASS: A Blockchain-Based Asynchronous SignSGD Architecture for Efficient and Secure Federated Learning.
IEEE Trans. Dependable Secur. Comput., 2024
Coal mine gas emission prediction based on multifactor time series method.
Reliab. Eng. Syst. Saf., 2024
FedAGA: A federated learning framework for enhanced inter-client relationship learning.
Knowl. Based Syst., 2024
Prediction method of battery remaining life based on CEEMDAN-RF-SED-LSTM neural network.
Int. J. Inf. Commun. Technol., 2024
Task execution latency minimization for energy-sensitive IoTs in wireless powered mobile edge computing: A DRL-based method.
Comput. Networks, 2024
An Adaptive Impedance Matching System with Absolute Peak Detection for RF Energy Harvesting.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
Flexible Electromagnetic-Lens for Wireless, Implantable Brain Machine Interfaces.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
Live Demonstration: Wireless Power Transfer Schemes for Brain Machine Interfaces.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2024
2023
An Agent-Based Simulation Model of Pedestrian Evacuation Based on Bayesian Nash Equilibrium.
J. Artif. Soc. Soc. Simul., 2023
LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces.
CoRR, 2023
Navigation in Complex Space: An Bayesian Nash Equilibrium-Informed Agent-Based Model (Short Paper).
Proceedings of the 12th International Conference on Geographic Information Science, 2023
A pedestrian ABM in complex evacuation environments based on Bayesian Nash Equilibrium.
Proceedings of the 26th AGILE Conference on Geographic Information Science, 2023
2022
Calibrating Agent-Based Models Using Uncertainty Quantification Methods.
J. Artif. Soc. Soc. Simul., 2022
Energy Saving Strategy of UAV in MEC Based on Deep Reinforcement Learning.
Future Internet, 2022
Agent-based modelling for Urban Analytics: State of the art and challenges.
AI Commun., 2022
A Preliminary Study of Individual Based Crowd Simulation Based on Bayesian Nash Equilibrium.
Proceedings of the Advances in Social Simulation, 2022
An Agent-Based Model of UK Farmers' Decision-Making on Adoption of Agri-environment Schemes.
Proceedings of the Advances in Social Simulation, 2022
An evacuation simulation model of pedestrian flow using Bayesian Nash equilibrium and a Multi-Agent System.
Proceedings of the 25th AGILE Conference on Geographic Information Science, 2022
2021
Simulating Urban Transition in Major Socio-Economic Shocks.
Proceedings of the Winter Simulation Conference, 2021
Simulation model of pedestrian flow based on multi-agent system and Bayesian Nash equilibrium.
Proceedings of the 24th AGILE Conference on Geographic Information Science, 2021
2020
Energy Efficient Relay Selection and Resource Allocation in D2D-Enabled Mobile Edge Computing.
IEEE Trans. Veh. Technol., 2020
The ODD Protocol for Describing Agent-Based and Other Simulation Models: A Second Update to Improve Clarity, Replication, and Structural Realism.
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J. Artif. Soc. Soc. Simul., 2020
Energy-Efficient Resource Allocation for Application Including Dependent Tasks in Mobile Edge Computing.
KSII Trans. Internet Inf. Syst., 2020
Jointly Optimize the Residual Energy of Multiple Mobile Devices in the MEC-WPT System.
Future Internet, 2020
Jointly Optimizing Helpers Selection and Resource Allocation in D2D Mobile Edge Computing.
Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020
2019
Simulating the Actions of Commuters Using a Multi-Agent System.
J. Artif. Soc. Soc. Simul., 2019
Crossing the chasm: a 'tube-map' for agent-based social simulation of policy scenarios in spatially-distributed systems.
GeoInformatica, 2019
Communication and Computation Cooperation in Wireless Network for Mobile Edge Computing.
IEEE Access, 2019
2018
Anomaly Detection in Large-Scale Trajectories using Hybrid Grid-based Hierarchical Clustering.
Int. J. Robotics Autom., 2018
Joint routing and mobile VM selection algorithm in multihop C-RAN networks.
Int. J. Commun. Syst., 2018
From oil wealth to green growth - An empirical agent-based model of recession, migration and sustainable urban transition.
Environ. Model. Softw., 2018
2017
Endogenous rise and collapse of housing price: An agent-based model of the housing market.
Comput. Environ. Urban Syst., 2017
Sequential pattern mining in databases with temporal uncertainty.
Knowl. Inf. Syst., 2017
2016
Sequential pattern mining with uncertain data
PhD thesis, 2016
Exploring the Combined Effect of Factors Influencing Commuting Patterns and CO2 Emissions in Aberdeen Using an Agent-Based Model.
J. Artif. Soc. Soc. Simul., 2016
Distributed Sequential Pattern Mining in Large Scale Uncertain Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016
2015
Towards Efficient Sequential Pattern Mining in Temporal Uncertain Databases.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Mining Uncertain Sequential Patterns in Iterative MapReduce.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015
Preliminary Results from an Agent-Based Model of the Daily Commute in Aberdeen and Aberdeenshire, UK.
Proceedings of the Advances in Social Simulation 2015 [Papers from the Conference of the European Social Simulation Association 2015, 2015
2014
A naïve Bayesian classifier in categorical uncertain data streams.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014
2013
Who Creates Housing Bubbles? An Agent-Based Study.
Proceedings of the Multi-Agent-Based Simulation XIV - International Workshop, 2013
2011
AutoBayesian: Developing Bayesian Networks Based on Text Mining.
Proceedings of the Database Systems for Advanced Applications, 2011
Classify Uncertain Data with Decision Tree.
Proceedings of the Database Systems for Advanced Applications, 2011
StreamFitter: A Real Time Linear Regression Analysis System for Continuous Data Streams.
Proceedings of the Database Systems for Advanced Applications, 2011
2010
UNN: A Neural Network for Uncertain Data Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010
A Discretization Algorithm for Uncertain Data.
Proceedings of the Database and Expert Systems Applications, 21th International Conference, 2010