Constitutes the refereed proceedings of the 8th Industrial Conference on Data Mining, ICDM 2008, held in Leipzig, Germany in July 2008. This work is organized in topical sections on lifescience & biotechnological applications for data mining, clustering & classification, association rule mining, e-mail, Web mining & information retrieval.