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The 2012 Conference on Intelligent Data Understanding (CIDU) will be hosted by NCAR at Center Green 1 on October 24-26. Posters are sought that present applications of data mining and computational intelligence techniques to Earth and environmental science, space science, and aerospace and engineering systems. The published deadline for two-page poster abstracts is September 15, but short extensions will be granted upon request.