IEEE - Institute of Electrical and Electronics Engineers, Inc. - Extreme Learning Machine based bacterial protein subcellular localization prediction

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

Author(s): Yuan Lan ; Yeng Chai Soh ; Guang-Bin Huang
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Hong Kong, China
Conference Date: 1 June 2008
Page(s): 1,859 - 1,863
ISBN (CD): 978-1-4244-1821-3
ISBN (Paper): 978-1-4244-1820-6
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2008.4634051
Regular:

In this paper, extreme learning machine (ELM) is introduced to predict the subcellular localization of proteins based on the frequent subsequences. It is proved that ELM is extremely fast and can... View More

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