Page
%P
-
Chapter and Conference Paper
Orthrus: A Dual-Branch Model for Time Series Forecasting with Multiple Exogenous Series
Extending the forecasting horizon is a crucial demand for real applications in time series forecasting with multiple exogenous series (TFME). Previous studies adopt Transformer to effectively capture long-term...
-
Chapter and Conference Paper
TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert
Anomaly detection of time series is of great importance in data mining research. Current state of the art suffer from scalability, over reliance on labels and high false positives. To this end, a novel framewo...