What are some good sources to learn fraud/anomaly detection in normal/time-series data? I would like to know more on fraud/anomaly detection. I am looking for good source or survey article/book etc out there which will give me some preliminary idea of the area. 

Any suggestion is greatly appreciated.

Thanks
Chandola et al's survey is probably the best and most-widely cited survey in the anomaly detection field.