10 datasets found

Simulated data from five standard data generating processes (DGPs) to evaluate when SGTs and Booging outperform their counterparts relying on their traditionally associated...

The dataset used in this paper is a collection of time series, and the authors used it to test the uniqueness of optimal warping paths.

The dataset is used to test the proposed method for inferring representations of time series.

The dataset used in the paper is a time series dataset with autoregressive case where X i = Yi−1 or X i = (Yi−1,..., Yi−p).

The dataset is generated as random-walks on a graph with three nodes. At each time step, a signal is emitted as a random vector sampled from a 15-dimensional multivariate normal...

The collection of the daily exchange rates of eight foreign countries including Australia, British, Canada, Switzerland, China, Japan, New Zealand and Singapore ranging from...

The electricity consumption in kWh was recorded every 15 minutes from 2012 to 2014, for n = 321 clients.

The solar power production records in the year of 2006, which is sampled every 10 minutes from 137 PV plants in Alabama State.

Multivariate time series forecasting is an important machine learning problem across many domains, including predictions of solar plant energy output, electricity consumption,...

MIMIC-III is a large, publicly available clinical database containing information from the Medical Information Mart for Intensive Care III. It is used for various clinical...