Jane MacFarlane

29 papers A 3B 1C 1Journal 19Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Regional Transportation Modeling for Equitable Electric Vehicle Charging Infrastructure Design. CoRR Ismaeel Babur, Jane MacFarlane
2025	J	`jnl`	Beyond Centrality: Understanding Urban Street Network Typologies Through Intersection Patterns. CoRR Anu Kuncheria, Joan L. Walker, Jane MacFarlane
2024	J	`jnl`	Uncertainty Quantification for Traffic Forecasting Using Deep-Ensemble-Based Spatiotemporal Graph Neural Networks. IEEE Trans. Intell. Transp. Syst. Tanwi Mallick, Jane MacFarlane, Prasanna Balaprakash
2023	J	`jnl`	A Machine Learning Method for Predicting Traffic Signal Timing from Probe Vehicle Data. CoRR Juliette Ugirumurera, Joseph Severino, Erik A. Bensen, Qichao Wang, Jane MacFarlane
2023	J	`jnl`	Attention-based Spatial-Temporal Graph Neural ODE for Traffic Prediction. CoRR Weiheng Zhong, Hadi Meidani, Jane MacFarlane
2023	C	`conf`	Graph Pyramid Autoformer for Long- Term Traffic Forecasting. ICMLA Weiheng Zhong, Tanwi Mallick, Jane MacFarlane, Hadi Meidani, Prasanna Balaprakash
2023	J	`jnl`	HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control. CoRR Dimitrios M. Vlachogiannis, Hua Wei, Scott Moura, Jane MacFarlane
2023	J	`jnl`	Simulating the Impact of Dynamic Rerouting on Metropolitan-scale Traffic Systems. ACM Trans. Model. Comput. Simul. Cy P. Chan, Anu Kuncheria, Jane MacFarlane
2022	J	`jnl`	Deep-Ensemble-Based Uncertainty Quantification in Spatiotemporal Graph Neural Networks for Traffic Forecasting. CoRR Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane
2022	A	`conf`	Differentially Private Map Matching for Mobility Trajectories. ACSAC Ammar Haydari, Chen-Nee Chuah, H. Michael Zhang, Jane MacFarlane, Sean Peisert
2022	J	`jnl`	Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting. CoRR Weiheng Zhong, Tanwi Mallick, Hadi Meidani, Jane MacFarlane, Prasanna Balaprakash
2022	J	`jnl`	Simulating the Impact of Dynamic Rerouting on Metropolitan-Scale Traffic Systems. CoRR Cy P. Chan, Anu Kuncheria, Jane MacFarlane
2021	J	`jnl`	A Traffic Demand Analysis Method for Urban Air Mobility. IEEE Trans. Intell. Transp. Syst. Vishwanath Bulusu, Emin Burak Onat, Raja Sengupta, Pavan Yedavalli, Jane MacFarlane
2021	J	`jnl`	A data-centric weak supervised learning for highway traffic incident detection. CoRR Yixuan Sun, Tanwi Mallick, Prasanna Balaprakash, Jane MacFarlane
2021	J	`jnl`	Adaptive Differential Privacy Mechanism for Aggregated Mobility Dataset. CoRR Ammar Haydari, H. Michael Zhang, Chen-Nee Chuah, Jane MacFarlane, Sean Peisert
2021	J	`jnl`	Quasi-Dynamic Traffic Assignment using High Performance Computing. CoRR Cy P. Chan, Anu Kuncheria, Bingyu Zhao, Theophile Cabannes, Alexander Keimer, Bin Wang, Alexandre M. Bayen, Jane MacFarlane
2021	J	`jnl`	Socially-Aware Evaluation Framework for Transportation. CoRR Anu Kuncheria, Joan L. Walker, Jane MacFarlane
2020	B	`conf`	Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting. ICPR Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane
2020	J	`jnl`	Transfer Learning with Graph Neural Networks for Short-Term Highway Traffic Forecasting. CoRR Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane
2019	J	`jnl`	Graph-Partitioning-Based Diffusion Convolution Recurrent Neural Network for Large-Scale Traffic Forecasting. CoRR Tanwi Mallick, Prasanna Balaprakash, Eric Rask, Jane MacFarlane
2018	—	`conf`	Mobiliti: Scalable Transportation Simulation Using High-Performance Parallel Computing. ITSC Cy P. Chan, Bin Wang, John Bachan, Jane MacFarlane
2017	—	`conf`	Temporal Sampling Constraints for GeoSpatial Path Reconstruction in a Transportation Network. IWCTS@SIGSPATIAL Jane MacFarlane, Bo Xu
2016	J	`jnl`	Addressing the uncertainties in autonomous driving. ACM SIGSPATIAL Special Jane MacFarlane, Matei Stroila
2016	—	`conf`	Real-time detection and classification of traffic jams from probe data. SIGSPATIAL/GIS Bo Xu, Tiffany Barkley, Andrew P. Lewis, Jane MacFarlane, Davide Pietrobon, Matei Stroila
2014	—	`conf`	A before and after study for travel time of unconventional intersections using probe data. IWCTS@SIGSPATIAL Bo Xu, Matei Stroila, Jane MacFarlane
2012	A	`conf`	A new upsampling method for mobile LiDAR data. WACV Ruisheng Wang, Jeff Bach, Jane MacFarlane, Frank P. Ferrie
2012	—	`conf`	Automatic registration of mobile LiDAR and spherical panoramas. CVPR Workshops Ruisheng Wang, Frank P. Ferrie, Jane MacFarlane
1996	J	`jnl`	Rapid product realization from detail design. Comput. Aided Des. Sanjay E. Sarma, Steven Schofield, James Stori, Jane MacFarlane, Paul K. Wright
1994	A	`conf`	The Use of Frameworks for Scientific Computation in a Parallel Distributed Environment. HPDC Robert C. Armstrong, Jane MacFarlane