53 datasets found

Time series forecasting is a relevant task that is performed in several real-world scenarios such as product sales analysis and prediction of energy demand.

The dataset used in the paper is a high-dimensional time series dataset, where the target variable yt+1 is forecasted using a large number of predictors xt.

The dataset consists of weekly estimates of influenza rates in 311 worldwide regions. The dataset is used to evaluate the proposed framework for forecasting seasonal profiles in...

The dataset consists of multiple time series of Wikipedia page traffic, with each time series representing a different TV show. The dataset is used to evaluate the proposed...

The dataset used in the paper for time series forecasting tasks

The dataset used in the paper is a linear model with missing information, where some entries are missing and need to be completed.

The dataset used in the paper for time series forecasting tasks

The dataset used in the paper for time series forecasting tasks

The M4 dataset contains 100,000 time series with different seasonal periods from various domains.

The dataset used in the paper is a real-world dataset containing currency exchange rates, commodity prices, and meteorology data.

Time series dataset used in the paper

The dataset used in this paper is a collection of wind speed data from TUDelft.

The M2-competition dataset contains 1,000 time series.

The M3-competition dataset contains 1,000 time series.

The M4 dataset consists of human-written texts from several data sources, including Wikipedia, Reddit, and arXiv in the English subset of the dataset. It pairs the human-written...

Electricity2, Traffic3, and Wikipedia4, preprocessed exactly as in (Salinas et al., 2019a), with their properties listed in Table 3.

Electricity2, Traffic3, and Wikipedia4, preprocessed exactly as in (Salinas et al., 2019a), with their properties listed in Table 3.

The M4 competition dataset is a collection of time series data from six domains: micro, industry, macro, finance, demographic, and other.

The Wikipedia Web Traffic Dataset contains the daily page views of 145,063 Wikipedia web pages in 2015-2016.

The dataset used in the paper is not explicitly described, but it is mentioned that the authors used it for time series forecasting tasks.