online outlier detection

Posts tagged as online outlier detection

Data Outlier Detection using the Chebyshev Theorem - Paper review and online adaptation

by Kyriakos Chatzidimitriou | Nov 26, 2019 09:58 | research

I review (and implement an online version of) the paper "Data Outlier Detection using the Chebyshev Theorem" as a first paper in a series of paper reviews (and implementations) I would like to do on online (streaming) outlier detection algorithms.

Calculating the running average and variance of streaming data using redis

by Kyriakos Chatzidimitriou | Apr 4, 2019 21:33 | tutorials

An example of how one can calculate the running average and the running variance of a stream of numbers using redis, lua (and python in this example)