Describes a newer approach to artificial adaptive systems, the auto contractive map Offers a comprehensive guide on to the use auto contractive map and its supervised version to extract extensive information from data Describes how to couple auto contractive maps and graph theoretic methods to organize and understand data in a powerful new way Includes numerous examples on real and fictitious data