IEEE

Multichannel Anomaly Detection for Spacecraft Time Series Using MAP Estimation

Abstract: Automated anomaly detection in spacecraft telemetry systems is essential for analyzing abnormal events and system failures. A widely adopted strategy is to predict the target time sequences ...
IEEE

Probabilistic Approximation of Stochastic Time Series Using Bayesian Recurrent Neural Network

Abstract: In this brief, we investigate the approximation theory (AT) of Bayesian recurrent neural network (BRNN) for stochastic time series forecasting (TSF) from a probabilistic standpoint. Due to ...
MLB

Dodgers using final series to work out postseason roster questions

SEATTLE -- Locked in as the National League's No. 3 seed with the regular season winding down, the Dodgers have been able to spend the weekend series at T-Mobile Park preparing for the NL Wild Card ...
PNAS

Language models reveal a complex sequence basis for adaptive convergent evolution of protein functions

We thank Dr. Jianzhi Zhang, Dr. Xionglei He, Dr. Weiwei Zhai, Shanshan Chen, Han Liu, Tianhan Wang, and three anonymous reviewers for valuable comments. This work was supported by the Strategic ...