Search Results for author: Jiayun Luo

Found 5 papers, 4 papers with code

A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture

no code implementations20 Oct 2022 Jiayun Luo, Boyang Li, Cyril Leung

In addition, we discuss five key subareas of computer vision and how they related to these CEA problems, as well as eleven vision-based CEA datasets.

An Evaluation of Machine Learning and Deep Learning Models for Drought Prediction using Weather Data

1 code implementation6 Jul 2021 Weiwei Jiang, Jiayun Luo

While this problem has been studied in the literature, it remains unknown whether drought can be precisely predicted or not with machine learning models using weather data.

BIG-bench Machine Learning

Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools

1 code implementation18 Mar 2021 Weiwei Jiang, Jiayun Luo

Big data has been used widely in many areas including the transportation industry.

Graph Neural Network for Traffic Forecasting: A Survey

4 code implementations27 Jan 2021 Weiwei Jiang, Jiayun Luo

In recent years, to model the graph structures in transportation systems as well as contextual information, graph neural networks have been introduced and have achieved state-of-the-art performance in a series of traffic forecasting problems.

Graph Attention

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