Rule Extraction from Support Vector Machines /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Diederich, Joachim. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 80
Materias:
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020 |a 9783540753902 
024 7 |a 10.1007/978-3-540-75390-2  |2 doi 
040 |a Sistema de Bibliotecas del Tecnológico de Costa Rica 
245 1 0 |a Rule Extraction from Support Vector Machines /  |c edited by Joachim Diederich. 
250 |a 1st ed. 2008. 
260 # # |a Berlin, Heidelberg :  |b Springer Berlin Heidelberg :  |b Imprint: Springer,  |c 2008. 
300 |a XII, 262 p. 55 illus. :  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Studies in Computational Intelligence,  |v 80 
505 0 |a Rule Extraction from Support Vector Machines: An Introduction -- Rule Extraction from Support Vector Machines: An Overview of Issues and Application in Credit Scoring -- Algorithms and Techniques -- Rule Extraction for Transfer Learning -- Rule Extraction from Linear Support Vector Machines via Mathematical Programming -- Rule Extraction Based on Support and Prototype Vectors -- SVMT-Rule: Association Rule Mining Over SVM Classification Trees -- Prototype Rules from SVM -- Applications -- Prediction of First-Day Returns of Initial Public Offering in the US Stock Market Using Rule Extraction from Support Vector Machines -- Accent in Speech Samples: Support Vector Machines for Classification and Rule Extraction -- Rule Extraction from SVM for Protein Structure Prediction. 
650 0 |a Applied mathematics. 
650 0 |a Engineering mathematics. 
650 0 |a Artificial intelligence. 
650 1 4 |a Mathematical and Computational Engineering. 
650 2 4 |a Artificial Intelligence. 
700 1 |a Diederich, Joachim.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks