104 datasets found

Real-world time-series benchmark datasets for crude oil prices with distribution shifts

Human kinematics data, captured during daily life activities, with a tree-like structure.

Simulated financial data with an underlying structure, including a mean-reverting time series with an Ornstein-Uhlenbeck process.

The dataset used in this paper for healthcare data democratization and information leakage prevention.

Continuous-time models such as Neural ODEs and Neural Flows have shown promising results in analyzing irregu-

Synthetic multivariate data generated using the Vector Autoregressive (VAR) process

The dataset used in this paper is a time series data, which is used to test the performance of the Conditional Generative Adversarial Net (CGAN) method.

The Synthetic Anomaly Detection dataset is a time series classification dataset.

Time series data for classification tasks using data in http://www.timeseriesclassification.com/

The Character Trajectories dataset is a time series classification dataset.

The dataset used in the paper is a collection of simulated environments, including blockworld, canada, cart, cartpole, cartpoleBalance, cartpoleParallelDouble,...

Synthetic time series dataset used for evaluation of the FARM algorithm

Real-valued multi-dimensional time series data

Real-valued multi-dimensional time series data

A multi-center database for ICU data, from more than 208 hospitals throughout the United States between 2014-2015.

The dataset used in the paper is a healthcare dataset containing patient information, including vital signs, lab values, and medication administration. The dataset is used to...

Time series anomaly detection in finance and healthcare

Time series anomaly detection in finance and healthcare

Time series anomaly detection in finance and healthcare

Time series anomaly detection in finance and healthcare