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This book contains some selected papers§from the International Conference on Extreme Learning Machine 2015,§which was held in Hangzhou, China,§December 15-17,§2015.§This conference brought together researchers and engineers to share and§exchange R&D experience on both theoretical studies and practical§applications of the Extreme Learning Machine (ELM) technique and brain§learning.§§This book covers theories, algorithms ad§applications of ELM. It gives readers a glance of the most recent advances of§ELM.§