Finding That Needle! Isolation Forests for Anomaly Detection
ModelingStatisticsanomaly detectionEurope 2021Isolation Forestposted by ODSC Community May 3, 2021
One of the best parts of data science is that algorithms developed for one application turn up in other applications they were not originally designed for! This is very true in the world of fraud and anomaly detection. Many algorithms have their foundation elsewhere but find... Read more
135 Nights of Sleep with Data, Anomaly Detection, and Time Series
ModelingPythonRStatisticsTools & Languagesanomaly detectionTime Seriesposted by Juan De Dios Santos November 4, 2019
In this article, I look at data from 135 nights of sleep and use anomaly detection and time series data to understand the results. Three things are certain in life: death, taxes, and sleeping. Here, we’ll talk about the latest. Every night*, us humans, after a... Read more