Search Results for author: Tiange Wang

Found 4 papers, 1 papers with code

Task-wise Split Gradient Boosting Trees for Multi-center Diabetes Prediction

1 code implementation16 Aug 2021 Mingcheng Chen, Zhenghui Wang, Zhiyun Zhao, Weinan Zhang, Xiawei Guo, Jian Shen, Yanru Qu, Jieli Lu, Min Xu, Yu Xu, Tiange Wang, Mian Li, Wei-Wei Tu, Yong Yu, Yufang Bi, Weiqing Wang, Guang Ning

To tackle the above challenges, we employ gradient boosting decision trees (GBDT) to handle data heterogeneity and introduce multi-task learning (MTL) to solve data insufficiency.

Diabetes Prediction Multi-Task Learning

PSTN: Periodic Spatial-temporal Deep Neural Network for Traffic Condition Prediction

no code implementations5 Aug 2021 Tiange Wang, Zijun Zhang, Kwok-Leung Tsui

Accurate forecasting of traffic conditions is critical for improving safety, stability, and efficiency of a city transportation system.

Automatic Rail Component Detection Based on AttnConv-Net

no code implementations5 Aug 2021 Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui

The automatic detection of major rail components using railway images is beneficial to ensure the rail transport safety.

Data Augmentation

Intelligent Railway Foreign Object Detection: A Semi-supervised Convolutional Autoencoder Based Method

no code implementations5 Aug 2021 Tiange Wang, Zijun Zhang, Fangfang Yang, Kwok-Leung Tsui

Most existing vision-based approaches focus on the detection of frontal intrusion objects with prior labels, such as categories and locations of the objects.

Benchmarking object-detection +1

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