Search Results for author: Hai L. Vu

Found 4 papers, 2 papers with code

Traffic4cast -- Large-scale Traffic Prediction using 3DResNet and Sparse-UNet

1 code implementation10 Nov 2021 Bo wang, Reza Mohajerpoor, Chen Cai, Inhi Kim, Hai L. Vu

The aim is to build a machine learning model for predicting the normalized average traffic speed and flow of the subregions of multiple large-scale cities using historical data points.

Traffic Prediction

A novel activity pattern generation incorporating deep learning for transport demand models

no code implementations6 Apr 2021 Danh T. Phan, Hai L. Vu

We then develop different deep neural networks with entity embedding and random forest models to classify activity type, as well as to predict activity times.

Boosted Genetic Algorithm using Machine Learning for traffic control optimization

no code implementations11 Mar 2021 Tuo Mao, Adriana-Simona Mihaita, Fang Chen, Hai L. Vu

Lastly, we propose a new algorithm BGA-ML combining the GA algorithm and the extreme-gradient decision-tree, which is the best performing regressor, together in a single optimization framework.

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