Support Vector Machines: Data Analysis, Machine Learning, and Applications
Saved in:
| Title: | Support Vector Machines: Data Analysis, Machine Learning, and Applications |
|---|---|
| Description: | This new 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. |
| Authors: | Boyle, Brandon H. |
| Resource Type: | eBook. |
| Subjects: | Support vector machines |
| Categories: | COMPUTERS / Optical Data Processing |
| Database: | eBook Collection (EBSCOhost) |
| Abstract: | This new 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. |
|---|---|
| ISBN: | 9781612093420 9781622570782 |
