for ALT 2003 in
Theoretical Computer Science
appeared as:
Theoretical Computer Science, Volume 364, Issue 1, November 2006.
The Special Issue on Algorithmic Learning Theory for ALT 2003 has been edited by Richard Gavaldà and Eiji Takimoto