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Application of the Feature Selective Validation Method to Pattern Recognition

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10.1109/TEMC.2013.2291494
 
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hdl:2117/25346

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Ventosa Llopart, Josep Oriol
Pous Solà, MarcMés informacióMés informació
Silva Martínez, FernandoMés informacióMés informacióMés informació
Jauregui Telleria, Ricardo Ignacio
Document typeArticle
Defense date2014-08-01
Rights accessRestricted access - publisher's policy
All rights reserved. This work is protected by the corresponding intellectual and industrial property rights. Without prejudice to any existing legal exemptions, reproduction, distribution, public communication or transformation of this work are prohibited without permission of the copyright holder
Abstract
Pattern recognition is a mature field; however, in recent years it has developed a special interest. Many methods have been developed exclusively focusing on this subject; all of them, however, are centered on certain types of patterns. In this paper, a new method, which aims to be as flexible as possible, is proposed. This technique is based on a validation standard method used in electromagnetic compatibility named feature selective validation. The final objective of developing the algorithm is to make it adaptable to diverse types of patterns. An application on the recognition of transient patterns is exposed as an example. Nevertheless, a wide range of other types of signals is likely to be treated with the same logic.
CitationVentosa, O. [et al.]. Application of the Feature Selective Validation Method to Pattern Recognition. "IEEE transactions on electromagnetic compatibility", 01 Agost 2014, vol. 56, núm. 4, p. 808-816. 
URIhttp://hdl.handle.net/2117/25346
DOI10.1109/TEMC.2013.2291494
ISSN0018-9375
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