Sequential Outlier Detection based on Incremental Decision Trees

Mohammadreza Mohaghegh Neyshabouri, Suleyman Serdar Kozat

We introduce an online outlier detection algorithm to detect outliers in a sequentially observed data stream. For this purpose, we use a two-stage filtering and hedging approach. I…