Software and Datasets

Software

  • A CPM-based Change Detection Test for Big DataA MATLAB demo of the CDT meant to operate in Big Data Scenarios  is available for the download at the following link: CDT_BigData_demo.

    Additional information about thresholds and ARL of the CPM-based CDT for Big Data could be found at the following web page.

Datasets

  • POLIMI Rock Collapse Forecasting: Sensor measurements coming from a wireless-wired monitoring system for rock collapse forecasting deployed on the Italian Alps. The dataset refers to 3 temperature sensors. The sampling period is 600 seconds and the length of the dataset is 12000 samples. Download Matlab file (166 KB).

    ForecastTo use this dataset please cite the following paper: C. AIippi, R. Camplani, C. Galperti, A. Marullo, M. Roveri, “A high frequency sampling monitoring system for environmental and structural applications”, ACM Transactions on Sensor Networks, Vol. 9, No. 4, Art. 41, 32 pages, July 2013.
  • POLIMI Landslide Forecasting: Sensor measurements coming from a wireless monitoring system for landslide forecasting deployed on the Italian Alps. The dataset refers to 14 sensors (encompassing temperature, clinometer and crackmeter sensors). The sampling period is 1h and the length of the dataset is 2844 samples. Download Matlab file (272 KB).
    LandslideTo use this dataset please cite the following paper: C. AIippi, R. Camplani, C. Galperti, A. Marullo, M. Roveri, “A high frequency sampling monitoring system for environmental and structural applications”, ACM Transactions on Sensor Networks, Vol. 9, No. 4, Art. 41, 32 pages, July 2013.