Random Forests (Breiman, 2001) [optional]
Contrary from SVM, random forests are so easy to explain and understand that they don't require additional literature. But if anybody is interested, here's the definitive paper about them.
Click on Random Forests (Breiman, 2001) [optional] to open the resource.