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Ben Associate professor
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Supervisor of Master's Candidates
Name (Pinyin):duanpeibo
E-Mail:
Date of Employment:2020-09-30
Education Level:With Certificate of Graduation for Doctorate Study
Gender:Male
Professional Title:Associate professor
Status:Employed
College:软件学院
Discipline:
Computer Applications Technology
智能科学与技术
Computer Applications Technology
智能科学与技术
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Using advanced spatial-temporal data modeling and analysis techniques for traffic prediction and estimation.
The key challenge of traffic prediction and estimation is to capture the spatiotemporal correlation between traffic attributable to highly dynamic human activities. To this end, advanced spatialtemporal data modelling and analysis techniques such as statistical methods (space-time ARIMA), unsupervised learning algorithms, and deep learning method (graph neural network) are applied in my research to explore such correlation.
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