Nonlinear traffic prediction as a matrix completion problem with ensemble learning
Year of publication: |
2022
|
---|---|
Authors: | Li, Wenqing ; Yang, Chuhan ; Jabari, Saif Eddin |
Subject: | adaptive boosting | adaptive control | ensemble learning | high-resolution data | kernel regression | matrix completion | signalized intersections | sparse approximation | traffic prediction | Prognoseverfahren | Forecasting model | Algorithmus | Algorithm | Lernprozess | Learning process | Regressionsanalyse | Regression analysis | Schätztheorie | Estimation theory | Neuronale Netze | Neural networks |
-
Asset return prediction via machine learning
Zhang, Liangliang, (2019)
-
Machine learning advances for time series forecasting
Masini, Ricardo P., (2020)
-
Machine learning advances for time series forecasting
Masini, Ricardo P., (2023)
- More ...
-
A probabilistic stationary speed–density relation based on Newell’s simplified car-following model
Jabari, Saif Eddin, (2014)
-
A stochastic model of traffic flow: Gaussian approximation and estimation
Jabari, Saif Eddin, (2013)
-
Sensor placement with time-to-detection guarantees
Jabari, Saif Eddin, (2016)
- More ...