Extreme learning machines 2013 [electronic resource] : algorithms and applications / Fuchen Sun, Kar-Ann Toh, Manuel Graña Romay, Kezhi Mao, editors.
2014
Q334
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Details
Title
Extreme learning machines 2013 [electronic resource] : algorithms and applications / Fuchen Sun, Kar-Ann Toh, Manuel Graña Romay, Kezhi Mao, editors.
ISBN
9783319047409
331904740X
9783319047416 electronic book
3319047418 electronic book
331904740X
9783319047416 electronic book
3319047418 electronic book
Published
Heidelberg : Springer, [2014]
Copyright
©2014
Language
English
Description
1 online resource : illustrations (some color)
Item Number
10.1007/978-3-319-04741-6 doi
Call Number
Q334
Dewey Decimal Classification
006.3
Summary
In recent years, ELM has emerged as a revolutionary technique of computational intelligence, and has attracted considerable attentions. An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned through linear learning methods. The outstanding merits of extreme learning machine (ELM) are its fast learning speed, trivial human intervene and high scalability. This book contains some selected papers from the International Conference on Extreme Learning Machine 2013, which was held in Beijing China, October 15-17, 2013. This conference aims to bring together the researchers and practitioners of extreme learning machine from a variety of fields including artificial intelligence, biomedical engineering and bioinformatics, system modelling and control, and signal and image processing, to promote research and discussions of 'learning without iterative tuning". This book covers algorithms and applications of ELM. It gives readers a glance of the newest developments of ELM.
Bibliography, etc. Note
Includes bibliographical references.
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Access limited to authorized users.
Source of Description
Description based on print version record.
Added Author
Sun, Fuchun, 1964- editor of compilation.
Toh, Kar-Ann, editor of compilation.
Graña Romay, Manuel, editor of compilation.
Mao, Kezhi, editor of compilation.
Toh, Kar-Ann, editor of compilation.
Graña Romay, Manuel, editor of compilation.
Mao, Kezhi, editor of compilation.
Series
Adaptation, learning and optimization ; 16.
Available in Other Form
Extreme Learning Machines 2013 -algorithms and Applications Ohne Untertitel
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Table of Contents
Freshwater Algal Bloom Prediction by Extreme Learning Machine in Macau Storage Reservoirs
A Novel Scene Based Robust Video Watermarking Scheme in DWT Domain Using Extreme Learning Machine
Stochastic Sensitivity Analysis using Extreme Learning Machine.
A Novel Scene Based Robust Video Watermarking Scheme in DWT Domain Using Extreme Learning Machine
Stochastic Sensitivity Analysis using Extreme Learning Machine.