This book contains some selected papers from the International Conference on Extreme Learning Machine 2014, which was held in Singapore, December 8-10, 2014. This conference brought together the researchers and practitioners of Extreme Learning Machine (ELM) from a variety of fields to promote research and development of ?learning without iterative tuning?. The book covers theories, algorithms and applications of ELM. It gives the readers a glance of the most recent advances of ELM.
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