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This book constitutes the refereed proceedings of the 6th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2010, held in Larnaca, Cyprus, in October 2010. The 48 revised research papers presented together with the abstracts of 3 invited talks were carefully reviewed and selected from 111 submissions. The papers are organized in topical sections on machine learning, fuzzy logic techniques, evolutionary computation, medical informatics and biomedical engineering, text mining and natural language processing, knowledge representation and reasoning, planning and scheduling, feature selection and dimensionality reduction, engineering intelligent systems, intelligent user environments and HCI, and environment modeling.