Support Vector Machines

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Altri dati

Formato:
Hardback
Editore:
Nova Science Publishers Inc
Anno di pubblicazione
2012
Lingua:
Inglese
Dimensioni:
260 X 180
Codice EAN:
9781612093420
Generi:
Computers & Web, Computer Science
Altre informazioni:
Illustrations
Curatore:
Brandon H. Boyle
Prezzo di copertina:
$ 155,00

I contenuti

This book presents topical research in the study of support vector machines. Topics discussed include the support vector machine in medical imaging; monthly air pollution modeling using support vector machine techniques in Spain; support vector machines for image interpolation schemes in image zooming and color array interpolation; using SVM for the prediction of the ultimate capacity of driven piles in cohesionless soils; SVM in medical classification tasks and pattern recognition for machine fault diagnosis using support vector machines.

Indice

Preface; The Support Vector Machine in Medical Imaging; A SVM-Based Regression Model to Study the Air Quality in the Urban Area of the City of Oviedo (Spain); Image Interpolation Using Support Vector Machines; Utilization of Support Vector Machine (SVM) for Prediction of Ultimate Capacity of Driven Piles in Cohesionless Soils; Support Vector Machines in Medical Classification Tasks; Solving Text Mining Problems using Support Vector Machines with Complex Data Oriented Kernels; Subspace-Based Support Vector Machines; SVR for Time Series Prediction; Application of Neural Networks & Support Vector Machines in Coding Theory & Practice; Pattern Recognition for Machine Fault Diagnosis using Support Vector Machines; Index.