A new book edited by CSL Senior Researcher, Frank Nielsen titled "Geometric Theory of Information" has been published from Springer (2014edition).

Geometric Theory of Information
Frank Nielsen (Ed)
Springer 2014

http://link.springer.com/book/10.1007/978-3-319-05317-2