Probabilistic Traffic Forecasting

Probabilistic Traffic Forecasting is a traffic demand forecasting method that quantifies uncertainty in future traffic conditions by providing probabilistic distributions rather than deterministic point predictions.

120

Publications

6.2K

Citations

392

Authors

189

Institutions

Publications per year

2017–2026

Parents

Traffic Demand Forecasting

Publications

120

A hybrid short-term traffic flow forecasting method based on spectral analysis and statistical volatility model

Yanru Zhang, Yanru Zhang, Yunlong Zhang et al. · Transportation Research Part C Emerging Technologies · 2013 · 253 citations

Engineering, Data Science, Meteorology +16

Exploiting Knowledge About Future Demands for Real-Time Vehicle Dispatching

Soumia Ichoua, Michel Gendreau, Jean‐Yves Potvin · Transportation Science · 2006 · 245 citations

Management, Decision Sciences, Operations Management +17

Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network

Aude Hofleitner, Ryan Herring, Pieter Abbeel et al. · IEEE Transactions on Intelligent Transportation Systems · 2012 · 238 citations

Engineering, Data Science, Bayesian Data Analysis +16

Traffic prediction using artificial intelligence: Review of recent advances and emerging opportunities

Maryam Shaygan, Collin Meese, Wanxin Li et al. · Transportation Research Part C Emerging Technologies · 2022 · 231 citations · Full text

Engineering, Computer Science, Artificial Intelligence +15

A Hidden Markov Model for short term prediction of traffic conditions on freeways

Yan Qi, Sherif Ishak · Transportation Research Part C Emerging Technologies · 2014 · 223 citations

Engineering, Transportation Planning, Forecasting +14

1–5 of 120

Authors

392

AM
Alexandre M. Bayen
University of California, Berkeley, United States
2 publications · 253 citations
2
h-index
CF
Cyril Furtlehner
Université Paris-Sud, France
2 publications · 44 citations
2
h-index
YQ
Yan Qi
Louisiana State University, United States
2 publications · 244 citations
2
h-index
BG
Banishree Ghosh
Nanyang Technological University, Singapore
2 publications · 28 citations
2
h-index
JL
Jean‐Marc Lasgouttes
Institut national de recherche en sciences et technologies du numérique, France
2 publications · 44 citations
2
h-index

1–5 of 392

Institutions

189

1–8 of 189

Venues

IEEE Transactions on Intelligent Transportation Systems
11 publications · 817 citations
11
h-index
Transportation Research Part C Emerging Technologies
11 publications · 1K citations
11
h-index
Transportation Research Record Journal of the Transportation Research Board
TRR · 4 publications · 123 citations
4
h-index
Transportation Science
3 publications · 398 citations
3
h-index
Knowledge-Based Systems
2 publications · 113 citations
2
h-index

1–5