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The Conference on Intelligent Data Understanding (CIDU) brings together data mining researchers and scientists to address cutting-edge problems in Earth and Environmental Systems, Space Science, and Aerospace and Engineering Systems, particularly in applications of “big data.” This year CIDU will be hosted by NCAR in the Center Green 1 auditorium on October 24-26. Bill Mahoney (RAL) will provide the opening keynote address, and Marika Holland (CGD) and Lawrence Buja (CSAP) will also provide invited plenary talks. To view the conference program and register, please visit the CIDU-2012 website. The early registration deadline is October 15.