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 alearning without iterative tuninga. The book covers theories, algorithms and applications of ELM. It gives the readers a glance of the most recent advances of ELM.As publicly available Matlab code is provided for LapRLS, LapSVM and TSVM [ 19], ... The experiment addressed the USPS dataset, which is an OCR Inductive Bias for Semi-supervised Extreme Learning Machine 67 5 Experimental Results anbsp;...
|Title||:||Proceedings of ELM-2014 Volume 1|
|Author||:||Jiuwen Cao, Kezhi Mao, Erik Cambria, Zhihong Man, Kar-Ann Toh|
|Publisher||:||Springer - 2014-12-04|