A Comprehensive Guide" by Jason Walsh
Table of Contents
- Anomaly Detection: An introduction
- Graphical and Exploratory analysis techniques
- Statistical techniques in Anomaly Detection
- Machine learning methods for Outlier analysis
- Evaluating performance in Anomaly detection techniques
- Case study 1: Anomalies in energy data
- Case study 2: Detecting anomalies in time series data
- Research