9 datasets found

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  • Robust Anomaly Detection for Multivariate Time Series

    Robust anomaly detection for multivariate time series through stochastic recurrent neural network.

  • AUSLAN dataset

    The dataset used in the paper is a multivariate time series dataset, consisting of sequences of sign language data, where each signal is a function from {t1, t2,..., tN} to R22.

  • Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

    Multivariate Time-Series (MTS) data is crucial in various application fields. With its sequential and multi-source (multiple sensors) properties, MTS data inherently exhibits...

  • UCI HAR dataset

    The dataset used in this study is the UCI HAR dataset, a collection of acceleration and velocity data from a smartphone's gyroscope.

  • MSL

    The dataset is used for multivariate time series anomaly detection in IoT. It contains multivariate time series data from various IoT sensors.

  • WADI

    The dataset is used for multivariate time series anomaly detection in IoT. It contains multivariate time series data from various IoT sensors.

  • SWaT

    The dataset is used for multivariate time series anomaly detection in IoT. It contains multivariate time series data from various IoT sensors.

  • Synthetic Multivariate Temporal Dataset

    A synthetic multivariate temporal dataset containing dimensions that combine to create a hidden output target.

  • SMAP

    The dataset is used for multivariate time series anomaly detection in IoT. It contains multivariate time series data from various IoT sensors.