All that can presently (December 2015) be gleaned about by internet searching is that Ulysses E. Cross is the one-off composer of
Missouri Maze (1913) published by
E.W. Berry Music Co., Kansas City, Missouri, USA.
Surfers are welcome to contribute information about this composer.