Abstract: In recent years, the Matrix Profile has emerged as a promising approach to allow data mining on large time series archives. By efficiently computing all of the "essential" distance ...

NATSA is the first near-data-processing accelerator for time series analysis based on the Matrix Profile (SCRIMP) algorithm. NATSA exploits modern 3D-stacked High Bandwidth Memory (HBM) to enable ...

Python project for detecting anomalies in heartrate time-series data using the Matrix Profile algorithm. It normalizes data, computes profiles, visualizes anomalies, and exports results for analysis.

The matrix profile (MP) is a data structure computed from a time series which encodes the data required to locate motifs and discords, corresponding to recurring patterns and outliers respectively.

GameSpot may get a commission from retail offers. Following the events of the third and final movie in the trilogy, The Matrix Revolutions, the Matrix Online is an online role-playing game that will ...