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Jane MacFarlane

Orcid: 0000-0002-4683-5447

According to our database¹, Jane MacFarlane authored at least 25 papers between 1994 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Links

On csauthors.net:

Bibliography

2024

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

[BibT_eX]

[DOI]

,

Jane MacFarlane

,

Prasanna Balaprakash

IEEE Trans. Intell. Transp. Syst., August, 2024

2023

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

[BibT_eX]

[DOI]

,

,

Jane MacFarlane

ACM Trans. Model. Comput. Simul., 2023

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

[BibT_eX]

[DOI]

Juliette Ugirumurera

,

Joseph Severino

,

,

,

Jane MacFarlane

CoRR, 2023

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

[BibT_eX]

[DOI]

,

,

Jane MacFarlane

CoRR, 2023

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

[BibT_eX]

[DOI]

Dimitrios M. Vlachogiannis

,

,

,

Jane MacFarlane

CoRR, 2023

Graph Pyramid Autoformer for Long- Term Traffic Forecasting.

[BibT_eX]

[DOI]

,

,

Jane MacFarlane

,

,

Prasanna Balaprakash

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

2022

Explainable Graph Pyramid Autoformer for Long-Term Traffic Forecasting.

[BibT_eX]

[DOI]

,

,

,

Jane MacFarlane

,

Prasanna Balaprakash

CoRR, 2022

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

[BibT_eX]

[DOI]

,

Prasanna Balaprakash

,

Jane MacFarlane

CoRR, 2022

Differentially Private Map Matching for Mobility Trajectories.

[BibT_eX]

[DOI]

,

,

H. Michael Zhang

,

Jane MacFarlane

,

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

A Traffic Demand Analysis Method for Urban Air Mobility.

[BibT_eX]

[DOI]

Vishwanath Bulusu

,

Emin Burak Onat

,

,

Pavan Yedavalli

,

Jane MacFarlane

IEEE Trans. Intell. Transp. Syst., 2021

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

[BibT_eX]

[DOI]

,

,

Prasanna Balaprakash

,

Jane MacFarlane

CoRR, 2021

Adaptive Differential Privacy Mechanism for Aggregated Mobility Dataset.

[BibT_eX]

[DOI]

,

H. Michael Zhang

,

,

Jane MacFarlane

,

CoRR, 2021

Socially-Aware Evaluation Framework for Transportation.

[BibT_eX]

[DOI]

,

,

Jane MacFarlane

CoRR, 2021

Quasi-Dynamic Traffic Assignment using High Performance Computing.

[BibT_eX]

[DOI]

,

,

,

Theophile Cabannes

,

Alexander Keimer

,

,

Alexandre M. Bayen

,

Jane MacFarlane

CoRR, 2021

2020

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

[BibT_eX]

[DOI]

,

Prasanna Balaprakash

,

,

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.

[BibT_eX]

[DOI]

,

Prasanna Balaprakash

,

,

Jane MacFarlane

CoRR, 2019

2018

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

[BibT_eX]

[DOI]

,

,

,

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.

[BibT_eX]

[DOI]

Jane MacFarlane

,

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

2016

Addressing the uncertainties in autonomous driving.

[BibT_eX]

[DOI]

Jane MacFarlane

,

ACM SIGSPATIAL Special, 2016

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

[BibT_eX]

[DOI]

,

Tiffany Barkley

,

Andrew P. Lewis

,

Jane MacFarlane

,

Davide Pietrobon

,

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.

[BibT_eX]

[DOI]

,

,

Jane MacFarlane

Proceedings of the IWCTS 2014, 2014

2012

A new upsampling method for mobile LiDAR data.

[BibT_eX]

[DOI]

,

,

Jane MacFarlane

,

Frank P. Ferrie

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

Automatic registration of mobile LiDAR and spherical panoramas.

[BibT_eX]

[DOI]

,

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.

[BibT_eX]

[DOI]

Sanjay E. Sarma

,

Steven Schofield

,

,

Jane MacFarlane

,

Comput. Aided Des., 1996

1994

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

[BibT_eX]

[DOI]

Robert C. Armstrong

,

Jane MacFarlane

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

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