This involves predicting future values of a time series. For example, forecasting GDP for the next few quarters using models like ARIMA. To Stabilize Variance: If variance depends on the trend, ...

Under Review of ICLR'25 Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts Under Review of ICLR'25 FlexTSF: A universal forecasting model for time series with variable ...

However, developing diagnostics and prognostics-based condition monitoring systems become challenging as magnetic signals-based wind time series exhibit non-linear and non-stationary characteristics ...

A time series is a sequence of measurements performed at successive points in time. Time series can be used to derive models to predict future values based on previously observed values.

This book is a monograph on case studies using time series analysis, which includes the main research works applied to practical projects by the author in the past 15 years. The works cover different ...

The all-time list of NASCAR Cup Series winners starts with Richard Petty (200 wins) and includes more than 60 drivers who won just a single time at NASCAR’s top level. Below is the list of all ...

Two-time NASCAR Craftsman Truck Series champion Todd Bodine says that even though the truck series is healthy, the business model for it needs to change within the next five years. “We need to ...

As a genre, fantasy has seen a significant surge in popularity recently, with a flood of new books, TV series, and films hitting the market. However, there are those who have been long-time fans ...