Outlier Detection for Temporal Data - Synthesis Lectures on Data Mining and Knowledge Discovery

Compared to general outlier detection, techniques for temporal outlier detection are very different. This book presents an organised picture of both recent and past research in temporal outlier detection. It starts with the basics before moving on to the main ideas in state-of-the-art outlier detection techniques.