Mining Datasets
Mining of Massive DataSets, although a few years old, offers an interesting read on stream-clustering algorithm. PDF of the book is available here, coupled with a web site from the authors, and slides on many chapters.
Following on from the previous blog posting, if you venture down the Bag-Of-Words road of feature engineering, you may then want to begin looking at clustering.
Tales from a Trading Desk 