2024
A Prescriptive Simulation Framework with Realistic Behavioural Modelling for Emergency Evacuations.
ACM Trans. Model. Comput. Simul., January, 2024
Distribution-aware Online Continual Learning for Urban Spatio-Temporal Forecasting.
CoRR, 2024
CityCAN: Causal Attention Network for Citywide Spatio-Temporal Forecasting.
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024
2023
Spatio-Temporal Forecasting for Traffic Simulation Framework.
Proceedings of the 27th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2023
Real-Time Simulation Framework with Traffic Incident Prediction: A Singapore Case Study.
Proceedings of the 27th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2023
2022
Simulating Emergency Evacuations with a Learnable Behavioural Model.
Proceedings of the Winter Simulation Conference, 2022
Traffic disruption modelling with mode shift in multi-modal networks.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022
Periodic residual learning for crowd flow forecasting.
Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022
2021
PRNet: A Periodic Residual Learning Network for Crowd Flow Forecasting.
CoRR, 2021
GraphTCN: Spatio-Temporal Interaction Modeling for Human Trajectory Prediction.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
2019
A Framework for Mesoscopic Traffic Simulation in GPU.
IEEE Trans. Parallel Distributed Syst., 2019
Real-Time Predictive Control Strategy Optimization.
CoRR, 2019
Enhancing Realism in Simulation Through Deep Learning.
Proceedings of the 2019 Winter Simulation Conference, 2019
Internet-Based Adaptive Distributed Simulation of Mobile Ad-hoc Networks.
Proceedings of the 2019 Winter Simulation Conference, 2019
Capturing Human Movements for Simulation Environment.
Proceedings of the Methods and Applications for Modeling and Simulation of Complex Systems, 2019
2018
A simulation framework for crisis management: Design and use.
Simul. Model. Pract. Theory, 2018
Machine Learning Aided Simulation of Public Transport Utilization.
Proceedings of the 22nd IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2018
2017
Supporting real-world network-oriented mesoscopic traffic simulation on GPU.
Simul. Model. Pract. Theory, 2017
Simulating crowd motion using density estimation and optical flow.
Proceedings of the 2017 Winter Simulation Conference, 2017
High-performance mesoscopic traffic simulation with GPU for large scale networks.
Proceedings of the 21st IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2017
2016
Bayesian Optimization in High Dimensional Input Space.
Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016
Visualization of Urban Traffic for the Management of Smart Cities.
Proceedings of the 9th EAI International Conference on Simulation Tools and Techniques, 2016
2015
A scalable parallel implementation of Evolutionary Algorithms for Multi-Objective optimization on GPUs.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
2014
An Entry Time-based Supply Framework (ETSF) for mesoscopic traffic simulations.
Simul. Model. Pract. Theory, 2014
A simulation-based framework for the generation and evaluation of traffic management strategies.
Proceedings of the 47th Annual Simulation Symposium, 2014
Mesoscopic traffic simulation on CPU/GPU.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2014
Sim-Tree: indexing moving objects in large-scale parallel microscopic traffic simulation.
Proceedings of the SIGSIM Principles of Advanced Discrete Simulation, 2014
2013
Workload Estimation Algorithm in Parallel Traffic Simulation.
Proceedings of the 19th IEEE International Conference on Parallel and Distributed Systems, 2013
Symbiotic Simulation for the Generation and Simulation of Incident Management Strategies.
Proceedings of the AsiaSim 2013, 2013
2012
Offline Road Network Partitioning in Distributed Transportation Simulation.
Proceedings of the 26th ACM/IEEE/SCS Workshop on Principles of Advanced and Distributed Simulation, 2012
An Offline Road Network Partitioning Solution in Distributed Transportation Simulation.
Proceedings of the 16th IEEE/ACM International Symposium on Distributed Simulation and Real Time Applications, 2012
hMETIS-Based Offline Road Network Partitioning.
Proceedings of the AsiaSim 2012, 2012
2011
Perennial simulation of a legacy traffic model: implementation, considerations, and ramifications.
Proceedings of the Winter Simulation Conference 2011, 2011
2009
A rule-based semantic matching of base object models.
Int. J. Simul. Process. Model., 2009
2008
MMOHILS: A simpler approach to valid agents in human simulation studies.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008
Crisis Management Simulation: Traffic Evacuation.
Proceedings of the Second Asia International Conference on Modelling and Simulation, 2008
2007
A Rule-based Approach to Syntactic and Semantic Composition of BOMs.
Proceedings of the 11th IEEE International Symposium on Distributed Simulation and Real-Time Applications, 2007
2005
A sort-based DDM matching algorithm for HLA.
ACM Trans. Model. Comput. Simul., 2005
Proceedings of the Proceedings 38th Annual Simulation Symposium (ANSS-38 2005), 2005
2004
Load Distribution Services in HLA.
Proceedings of the 8th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2004), 2004
2003
Algorithms and analyses: piggy-backed time-stepped simulation with "super-stepping".
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003
Distributed simulation in manufacturing: automobile manufacturing supply chain simulation in the grids environment.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003
Automatic SOM Compatibility Check and FOM Development.
Proceedings of the 7th IEEE International Symposium on Distributed Simulation and Real-Time Applications (DS-RT 2003), 2003
2002
GRIDS-SCF: An Infrastructure for Distributed Supply Chain Simulation.
Simul., 2002
Evaluation of a sort-based matching algorithm for DDM.
Proceedings of the 16th Workshop on Parallel and Distributed Simulation, 2002
Developing an Object Exchange Model Template for GRIDS Distributed Supply Chain Simulations.
Proceedings of the Proceedings 35th Annual Simulation Symposium (ANSS-35 2002), 2002
2001
An Agent-based Data Filtering Mechanism for High Level Architecture.
Simul., 2001
Some Ownership Management Issues in Distributed Simulation using HLA/RTI.
Parallel Distributed Comput. Pract., 2001
Towards COTS distributed simulation using GRIDS.
Proceedings of the 33nd conference on Winter simulation, 2001
An agent-based DDM for high level architecture.
Proceedings of the 15th Workshop on Parallel and Distributed Simulation, 2001
Aggregation/Disaggregation in HLA Multi-Resolution Distributed Simulation.
Proceedings of the 5th IEEE International Workshop on Distributed Simulation and Real-Time Applications (DS-RT 2001), 2001
2000
Optimizing cell-size in grid-based DDM.
Proceedings of the 14th Workshop on Parallel and Distributed Simulation, 2000
An Agent-Based DDM Filtering Mechanism.
Proceedings of the MASCOTS 2000, Proceedings of the 8th International Symposium on Modeling, Analysis and Simulation of Computer and Telecommunication Systems, 29 August, 2000
Loyalty Program Scheme for Anonymous Payment System.
Proceedings of the Electronic Commerce and Web Technologies, 2000
A Hybrid Approach to Data Distribution Management.
Proceedings of the 4th International Workshop on Distributed Simulation and Real-Time Applications (DS-RT 2000), 2000
Grid-Based Data Management in Distributed Simulation.
Proceedings of the Proceedings 33th Annual Simulation Symposium (SS 2000), 2000
1999
Object and Ownership Management in Air Traffic Control Simulations.
Proceedings of the 3rd International Workshop on Distributed Interactive Simulation and Real-Time Applications (DIS-RT '99), 1999
1998
Applying Intelligent Agent Technology as the Platform for Simulation.
Proceedings of the Proceedings 31st Annual Simulation Symposium (SS '98), 1998
1995
Load Balancing and Scheduling in a Neighbourhood-Based Multiprocessor.
Comput. Artif. Intell., 1995
Experiences in simulating a declarative multiprocessor.
Proceedings of the Proceedings 28st Annual Simulation Symposium (SS '95), 1995
1992
Load Balancing in a Neighbourhood-Based Multiprocessor.
Proceedings of the Parallel Processing: CONPAR 92, 1992