Constitutes the refereed proceedings of the 15th International Conference on Knowledge-Based Intelligent Information & Engineering Systems, KES 2011, held in Kaiserslautern, Germany, in September 2011. This title features the papers that are organized in topical sections on artificial neural networks, intelligent vision, & data mining.