The two volume set LNAI 3613 and LNAI 3614 constitutes the refereed proceedings of the Second International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2005, held in Changsha, China, in August 2005 as a joint event in federation with the First International Conference on Natural Computation ICNC 2005 (LNCS volumes 3610, 3611, and 3612).

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