Rule Extraction from Support Vector Machines /
| Autor Corporativo: | |
|---|---|
| Otros Autores: | |
| Formato: | eBook |
| Lenguaje: | English |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
|
| Edición: | 1st ed. 2008. |
| Colección: | Studies in Computational Intelligence,
80 |
| Materias: |
Tabla de Contenidos:
- 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.