Advances in Mining Graphs, Trees and Sequences - Frontiers in Artificial Intelligence and Applications

Marc Notes: Includes bibliographical references and author index.; The first seven chapters of this book are also published as a special issue of the Journal Fundamenta Informaticae, Vol. 66, Nos.1,2(2005), ISSN 0169-2968--T.p. verso. Publisher Marketing: Ever since the early days of machine learning and data mining, it has been realized that the traditional attribute-value and item-set representations are too limited for many practical applications. This book collects studies on mining and learning within graphs, trees and sequences in studies worldwide.