|
Title: |
Support Vector Machines |
| Sub-title: |
Data Analysis, Machine Learning & Applications |
Search Result:
| Edited by: |
Brandon H Boyle |
| ISBN10-13: |
1612093426 : 9781612093420 |
| Format: |
Hardback |
| Size: |
180x260mm |
| Pages: |
213 |
| Weight: |
.572 Kg. |
| Published: |
Nova Science Publishers, Inc (US) - January 2012 |
| List Price: |
221.99 Pounds Sterling |
| Availability: |
Temporarily Out of Stock, more expected soon
|
| Subjects: |
Computer science |
| 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. |
| Table of Contents: |
| 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. |
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