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Xin Yao - IEEE Xplore Author Profile

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In multivariate time series prediction tasks, the inter- and intra-variable relations have significant influence on prediction outcomes. In many engineering and industrial scenarios, the multivariate time series also contain a large number of subjective influencing factors such as settings and behaviors of users. Existing learning methods neglect the interactions of these subjective factors among ...Show More
Domain-adaptive vehicle re-identification is a challenging task that aims to transfer the knowledge from a labeled source domain to an unlabeled target domain for effective vehicle re-identification. Two key challenges hinder the effectiveness of existing domain-adaptive methods that rely on clustering algorithms: 1) generation of false pseudo labels due to clustering errors and 2) significant dis...Show More
The increasing demand for cloud computing services to more flexibly use computing resources has led to a severe problem of excessive energy consumption in data centers. In recent research, the energy consumption of computing and cooling equipment has attracted much attention. To reduce the energy consumption in data centers, the energy efficiency of the cooling equipment needs to be considered. Th...Show More