Search Results for author: Zhiming Liang

Found 2 papers, 1 papers with code

Uncertainty-aware Traffic Prediction under Missing Data

1 code implementation13 Sep 2023 Hao Mei, Junxian Li, Zhiming Liang, Guanjie Zheng, Bin Shi, Hua Wei

However, most studies assume the prediction locations have complete or at least partial historical records and cannot be extended to non-historical recorded locations.

Decision Making Traffic Prediction +1

A Lite Fireworks Algorithm with Fractal Dimension Constraint for Feature Selection

no code implementations9 Mar 2023 Min Zeng, Haimiao Mo, Zhiming Liang, Hua Wang

The "LFWA+FD" focuses on searching the ideal feature subset by simplifying the fireworks algorithm and constraining the dimensionality of selected features by fractal dimensionality, which in turn reduces the approximate features and reduces the noise in the original data to improve the accuracy of the model.

feature selection

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