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Applications of Kernel Methods
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Author(s): Gustavo Camps-Valls (Universitat de València, Spain), Manel Martínez-Ramón (Universidad Carlos III de Madrid, Spain)and José Luis Rojo-Álvarez (Universidad Rey Juan Carlos, Spain)
Copyright: 2009
Pages: 7
Source title:
Encyclopedia of Data Warehousing and Mining, Second Edition
Source Author(s)/Editor(s): John Wang (Montclair State University, USA)
DOI: 10.4018/978-1-60566-010-3.ch009
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Abstract
In this chapter, we give a survey of applications of the kernel methods introduced in the previous chapter. We focus on different application domains that are particularly active in both direct application of well-known kernel methods, and in new algorithmic developments suited to a particular problem. In particular, we consider the following application fields: biomedical engineering (comprising both biological signal processing and bioinformatics), communications, signal, speech and image processing.
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