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Computational intelligence is a well-established paradigm, where new theories with a sound applications have been evolving. This e-book features nine papers from the International Workshop on Advanced Computational Intelligence (IWACI 2008). The workshop was held at the University of Macau on June 7-8, 2008 as a post-conference workshop of World Congress on Computational Intelligence (WCCI 2008), which was held at the Hong Kong Convention and Exhibition Centre, Hong Kong, June 1-6, 2008. The workshop received nineteen submissions and each submission was peer-reviewed by at least two experts in the related field. Finally, nine manuscripts were accepted to make a presentation at the workshop. The Program Committee then further invited authors to revise their papers according to feedback at and after the workshop. Eventually nine manuscripts were selected to be in this e-book, which includes six manuscripts from the regular submissions and three manuscripts from the invited speakers.