Jane MacFarlane

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 22

Top Topics

Traffic Assignment

Top Venues

IEEE Trans. Intell. Transp. Syst.

IWCTS@SIGSPATIAL

Publications

Tanwi Mallick, Jane MacFarlane, Prasanna Balaprakash
Uncertainty Quantification for Traffic Forecasting Using Deep-Ensemble-Based Spatiotemporal Graph Neural Networks. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Cy P. Chan, Anu Kuncheria, Jane MacFarlane
Simulating the Impact of Dynamic Rerouting on Metropolitan-scale Traffic Systems. ACM Trans. Model. Comput. Simul. 33 (2023)
Weiheng Zhong, Tanwi Mallick, Jane MacFarlane, Hadi Meidani, Prasanna Balaprakash
Graph Pyramid Autoformer for Long- Term Traffic Forecasting. ICMLA (2023)
Weiheng Zhong, Hadi Meidani, Jane MacFarlane
Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction. CoRR (2023)
Dimitrios M. Vlachogiannis, Hua Wei, Scott Moura, Jane MacFarlane
HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control. CoRR (2023)
Juliette Ugirumurera, Joseph Severino, Erik A. Bensen, Qichao Wang, Jane MacFarlane
A Machine Learning Method for Predicting Traffic Signal Timing from Probe Vehicle Data. CoRR (2023)
Ammar Haydari, Chen-Nee Chuah, H. Michael Zhang, Jane MacFarlane, Sean Peisert
Differentially Private Map Matching for Mobility Trajectories. ACSAC (2022)
Cy P. Chan, Anu Kuncheria, Jane MacFarlane
Simulating the Impact of Dynamic Rerouting on Metropolitan-Scale Traffic Systems. CoRR (2022)
Weiheng Zhong, Tanwi Mallick, Hadi Meidani, Jane MacFarlane, Prasanna Balaprakash
Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting. CoRR (2022)
Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane
Deep-Ensemble-Based Uncertainty Quantification in Spatiotemporal Graph Neural Networks for Traffic Forecasting. CoRR (2022)
Ammar Haydari, H. Michael Zhang, Chen-Nee Chuah, Jane MacFarlane, Sean Peisert
Adaptive Differential Privacy Mechanism for Aggregated Mobility Dataset. CoRR (2021)
Vishwanath Bulusu, Emin Burak Onat, Raja Sengupta, Pavan Yedavalli, Jane MacFarlane
A Traffic Demand Analysis Method for Urban Air Mobility. IEEE Trans. Intell. Transp. Syst. 22 (9) (2021)
Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane
A data-centric weak supervised learning for highway traffic incident detection. CoRR (2021)
Anu Kuncheria, Joan L. Walker, Jane MacFarlane
Socially-Aware Evaluation Framework for Transportation. CoRR (2021)
Cy P. Chan, Anu Kuncheria, Bingyu Zhao, Theophile Cabannes, Alexander Keimer, Bin Wang, Alexandre M. Bayen, Jane MacFarlane
Quasi-Dynamic Traffic Assignment using High Performance Computing. CoRR (2021)
Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane
Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting. CoRR (2020)
Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane
Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting. ICPR (2020)
Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane
Graph-Partitioning-Based Diffusion Convolution Recurrent Neural Network for Large-Scale Traffic Forecasting. CoRR (2019)
Cy P. Chan, Bin Wang, John Bachan, Jane MacFarlane
Mobiliti: Scalable Transportation Simulation Using High-Performance Parallel Computing. ITSC (2018)
Jane MacFarlane, Bo Xu
Temporal Sampling Constraints for GeoSpatial Path Reconstruction in a Transportation Network. IWCTS@SIGSPATIAL (2017)
Bo Xu, Tiffany Barkley, Andrew P. Lewis, Jane MacFarlane, Davide Pietrobon, Matei Stroila
Real-time detection and classification of traffic jams from probe data. SIGSPATIAL/GIS (2016)
Jane MacFarlane, Matei Stroila
Addressing the uncertainties in autonomous driving. ACM SIGSPATIAL Special 8 (2) (2016)
Bo Xu, Matei Stroila, Jane MacFarlane
A before and after study for travel time of unconventional intersections using probe data. IWCTS@SIGSPATIAL (2014)
Ruisheng Wang, Frank P. Ferrie, Jane MacFarlane
Automatic registration of mobile LiDAR and spherical panoramas. CVPR Workshops (2012)
Ruisheng Wang, Jeff Bach, Jane MacFarlane, Frank P. Ferrie
A new upsampling method for mobile LiDAR data. WACV (2012)
Sanjay E. Sarma, Steven Schofield, James Stori, Jane MacFarlane, Paul K. Wright
Rapid product realization from detail design. Comput. Aided Des. 28 (5) (1996)
Robert C. Armstrong, Jane MacFarlane
The Use of Frameworks for Scientific Computation in a Parallel Distributed Environment. HPDC (1994)