Concrete Mathematics: A Foundation for Computer Science (2nd Edition) (Hardcover)
by Ronald L. Graham, Donald E. Knuth, and Oren Patashnik

Overall this is a must-have book for anyone in CS even thought it's a little bit too hard for non math-trained people.