This three-volume proceedings contains revised selected papers from the Second International Conference on Artificial Intelligence and Computational Intelligence, AICI 2011, held in Taiyuan, China, in September 2011. intelligent image processing; intelligent information fusion; intelligent information retrieval; intelligent signal processing;