Jane MacFarlane

According to our database, Jane MacFarlane authored at least 24 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Simulating the Impact of Dynamic Rerouting on Metropolitan-scale Traffic Systems.

Cy P. Chan, Anu Kuncheria, Jane MacFarlane

ACM Trans. Model. Comput. Simul., 2023

A Machine Learning Method for Predicting Traffic Signal Timing from Probe Vehicle Data.

Juliette Ugirumurera, Joseph Severino, Erik A. Bensen, Qichao Wang, Jane MacFarlane

CoRR, 2023

Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction.

Weiheng Zhong, Hadi Meidani, Jane MacFarlane

CoRR, 2023

HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control.

Dimitrios M. Vlachogiannis, Hua Wei, Scott Moura, Jane MacFarlane

CoRR, 2023

Graph Pyramid Autoformer for Long- Term Traffic Forecasting.

Weiheng Zhong, Tanwi Mallick, Jane MacFarlane, Hadi Meidani, Prasanna Balaprakash

Proceedings of the International Conference on Machine Learning and Applications, 2023

2022

Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting.

Weiheng Zhong, Tanwi Mallick, Hadi Meidani, Jane MacFarlane, Prasanna Balaprakash

CoRR, 2022

Deep-Ensemble-Based Uncertainty Quantification in Spatiotemporal Graph Neural Networks for Traffic Forecasting.

Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane

CoRR, 2022

Differentially Private Map Matching for Mobility Trajectories.

Ammar Haydari, Chen-Nee Chuah, H. Michael Zhang, Jane MacFarlane, Sean Peisert

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

A Traffic Demand Analysis Method for Urban Air Mobility.

Vishwanath Bulusu, Emin Burak Onat, Raja Sengupta, Pavan Yedavalli, Jane MacFarlane

IEEE Trans. Intell. Transp. Syst., 2021

A data-centric weak supervised learning for highway traffic incident detection.

Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane

CoRR, 2021

Adaptive Differential Privacy Mechanism for Aggregated Mobility Dataset.

Ammar Haydari, H. Michael Zhang, Chen-Nee Chuah, Jane MacFarlane, Sean Peisert

CoRR, 2021

Socially-Aware Evaluation Framework for Transportation.

Anu Kuncheria, Joan L. Walker, Jane MacFarlane

CoRR, 2021

Quasi-Dynamic Traffic Assignment using High Performance Computing.

Cy P. Chan, Anu Kuncheria, Bingyu Zhao, Theophile Cabannes, Alexander Keimer, Bin Wang, Alexandre M. Bayen, Jane MacFarlane

CoRR, 2021

2020

Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting.

Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Graph-Partitioning-Based Diffusion Convolution Recurrent Neural Network for Large-Scale Traffic Forecasting.

Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane

CoRR, 2019

2018

Mobiliti: Scalable Transportation Simulation Using High-Performance Parallel Computing.

Cy P. Chan, Bin Wang, John Bachan, Jane MacFarlane

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Temporal Sampling Constraints for GeoSpatial Path Reconstruction in a Transportation Network.

Jane MacFarlane, Bo Xu

Proceedings of the 10th ACM SIGSPATIAL Workshop on Computational Transportation Science, 2017

2016

Addressing the uncertainties in autonomous driving.

Jane MacFarlane, Matei Stroila

ACM SIGSPATIAL Special, 2016

Real-time detection and classification of traffic jams from probe data.

Bo Xu, Tiffany Barkley, Andrew P. Lewis, Jane MacFarlane, Davide Pietrobon, Matei Stroila

Proceedings of the 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, GIS 2016, Burlingame, California, USA, October 31, 2016

2014

A before and after study for travel time of unconventional intersections using probe data.

Bo Xu, Matei Stroila, Jane MacFarlane

Proceedings of the IWCTS 2014, 2014

2012

A new upsampling method for mobile LiDAR data.

Ruisheng Wang, Jeff Bach, Jane MacFarlane, Frank P. Ferrie

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

Automatic registration of mobile LiDAR and spherical panoramas.

Ruisheng Wang, Frank P. Ferrie, Jane MacFarlane

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

1996

Rapid product realization from detail design.

Sanjay E. Sarma, Steven Schofield, James Stori, Jane MacFarlane, Paul K. Wright

Comput. Aided Des., 1996

1994

The Use of Frameworks for Scientific Computation in a Parallel Distributed Environment.

Robert C. Armstrong, Jane MacFarlane

Proceedings of the Third International Symposium on High Performance Distributed Computing, 1994