Stream-Based Extreme Learning Machine Approach for Big Data Problems

Big Data problems demand data models with abilities to handle time-varying, massive, and high dimensional data. In this context, Active Learning emerges as an attractive technique for the development of high performance models using few data. The importance of Active Learning for Big Data becomes mo...

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Bibliographic Details
Main Authors: Euler Guimarães Horta, Cristiano Leite de Castro, Antônio Pádua Braga
Format: Article
Language:English
Published: Hindawi Limited 2015-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2015/126452