PSIORI DataBrowser

Inspecting long and multi-channel time series for interesting or problematic regions is a time consuming and error prone process. Examples include searching medical recordings of ECG for irregularities, or detecting faulty behavior in sensor data from machines. We set out to improve this process using methods from Machine Learning.

PSIORI provides a software to interactively view and label your time series in your browser. Using neural networks, we detect similar regions quickly. Reviewing these regions refines the search, leading to more accurate results. The experience gained from the labeled data can be used to quickly search for similar regions in new datasets.

Your experts are supported in analyzing long time series. Our system speeds up the process and makes the work easier. The risk to overlook relevant regions is reduced. The software can also be used to interactively explore your datasets.