Hairuo Xie

ACM Trans. Intell. Syst. Technol., August, 2023

Real-time road safety optimization through network-level data management.

[BibT_eX]

[DOI]

GeoInformatica, July, 2023

Dynamic Straggler Mitigation for Large-Scale Spatial Simulations.

[BibT_eX]

[DOI]

Eman Bin Khunayn

Shanika Karunasekera

ACM Trans. Spatial Algorithms Syst., June, 2023

2022

A simulation study on prioritizing connected freight vehicles at intersections for traffic flow optimization (industrial paper).

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Concurrent optimization of safety and traffic flow using deep reinforcement learning for autonomous intersection management.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Advances in Geographic Information Systems, 2022

Optimizing crowdsourced delivery routes through concurrent selection of pickup stores and drivers.

[BibT_eX]

[DOI]

Oscar Correa

Arkady B. Zaslavsky

Proceedings of the 15th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2022

2021

Route intersection reduction with connected autonomous vehicles.

[BibT_eX]

[DOI]

GeoInformatica, 2021

Effective Traffic Forecasting with Multi-Resolution Learning.

[BibT_eX]

[DOI]

Proceedings of the 17th International Symposium on Spatial and Temporal Databases, 2021

Scaling Simulation of Continuous Urban Traffic Model for High Performance Computing System.

[BibT_eX]

[DOI]

Mateusz Najdek

Wojciech Turek

Proceedings of the Computational Science - ICCS 2021, 2021

Traffic Congestion Aware Route Assignment.

[BibT_eX]

[DOI]

Sadegh Motallebi

Proceedings of the 11th International Conference on Geographic Information Science, 2021

Introducing Diversion Graph for Real-Time Spatial Data Analysis with Location Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Geographic Information Science, 2021

Managing Trajectories and Interactions During a Pandemic: A Trajectory Similarity-based Approach (Demo Paper).

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

Real-Time Lane Configuration with Coordinated Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

Streaming route assignment with prior temporal traffic data.

[BibT_eX]

[DOI]

Sadegh Motallebi

Proceedings of the IWCTS@SIGSPATIAL 2020: Proceedings of the 13th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2020

Tracking Group Movement in Location Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019

Generating traffic data for any city using SMARTS simulator.

[BibT_eX]

[DOI]

ACM SIGSPATIAL Special, 2019

Dynamic Graph Configuration with Reinforcement Learning for Connected Autonomous Vehicle Trajectories.

[BibT_eX]

[DOI]

CoRR, 2019

Quantifying the Impact of Autonomous Vehicles using Microscopic Simulations.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2019

Streaming Route Assignment for Connected Autonomous Vehicles (Systems Paper).

[BibT_eX]

[DOI]

Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018

Studying transportation problems with the SMARTS simulator (demo paper).

[BibT_eX]

[DOI]

Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Is Euclidean Distance Really that Bad with Road Networks?

[BibT_eX]

[DOI]

Hua Hua

Proceedings of the 11th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2018

2017

SMARTS: Scalable Microscopic Adaptive Road Traffic Simulator.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

A Simulation Study of Emergency Vehicle Prioritization in Intelligent Transportation Systems.

[BibT_eX]

[DOI]

Proceedings of the 85th IEEE Vehicular Technology Conference, 2017

Straggler Mitigation for Distributed Behavioral Simulation.

[BibT_eX]

[DOI]

Eman Bin Khunayn

Shanika Karunasekera

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Exploiting Data Dependency to Mitigate Stragglers in Distributed Spatial Simulation.

[BibT_eX]

[DOI]

Eman Bin Khunayn

Shanika Karunasekera

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Using a Traffic Simulator for Navigation Service.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

2015

Discovering the Impact of Urban Traffic Interventions Using Contrast Mining on Vehicle Trajectory Data.

[BibT_eX]

[DOI]

Xiaoting Wang

Christopher Leckie

Tharshan Vaithianathan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Count or Not to Count: Counting Challenges for Big Spatial Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the 2015 Workshop on Large-Scale and Distributed System for Information Retrieval, 2015

2014

Euler histogram tree: a spatial data structure for aggregate range queries on vehicle trajectories.

[BibT_eX]

[DOI]

Proceedings of the IWCTS 2014, 2014

2011

Privacy-aware collection of aggregate spatial data.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2011

2010

Privacy-Aware Traffic Monitoring.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2010

2007

Browsing large online data tables using generalized query previews.

[BibT_eX]

[DOI]

Ben Shneiderman

Inf. Syst., 2007

Distributed Histograms for Processing Aggregate Data from Moving Objects.

[BibT_eX]

[DOI]