Wen Yu

GAN-Based Dual Active Learning for Nosocomial Infection Detection

2021 · IEEE Transactions on Network Science and Engineering

Although monitor devices and information systems are increasingly connected across hospitals, but scenarios such as hospital acquired infections (HAIs) detection where data are extremely scare and imbalanced has remained to be solved. In this paper, …

A novel Bayesian inference based training method for time series forecasting

2021 · 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC)

Bayesian inference shows that future event distribution not only depends on the past events (prior), but also depends on the relation between the past and the future events (likelihood). However, the classical Bayesian methods do …