The 10^th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2009) will be held in the historical city of Burgos (northern Spain). It provides an interesting opportunity to present and discuss the latest theoretical advances and real-world applications in Intelligent Data Engineering and Automated Learning.