In the western theater of war the Confederate military command which attacked Grant at Shiloh and later marched into Kentucky was called the Army of the Mississippi. In November 1862 General Bragg renamed it the Army of Tennessee.
http://en.wikipedia.org/wiki/Army_of_Tennessee