Challenges in anomaly and change point detection
It serves as an introductory resource for researchers or practitioners seeking to understand the current landscape in anomaly and change-point detection, but it is incremental as it primarily reviews existing literature.
This paper provides an overview of state-of-the-art methods in anomaly and change-point detection, introducing key concepts and highlighting important surveys, books, and active research topics in the field.
This paper presents an introduction to the state-of-the-art in anomaly and change-point detection. On the one hand, the main concepts needed to understand the vast scientific literature on those subjects are introduced. On the other, a selection of important surveys and books, as well as two selected active research topics in the field, are presented.