Inductive inference for large scale text classification kernel approaches and techniques /
Text classification is becoming a crucial task to analysts in different areas. In the last few decades, the production of textual documents in digital form has increased exponentially. Their applications range from web pages to scientific documents, including emails, news and books. Despite the wide...
| Main Author: | Silva, Catarina. |
|---|---|
| Other Authors: | Ribeiro, Bernardete., SpringerLink (Online service) |
| Format: | eBook |
| Language: | English |
| Published: |
Berlin :
Springer,
©2010.
Berlin : [2010] |
| Physical Description: |
1 online resource (xx, 155 pages) : illustrations. |
| Series: |
Studies in computational intelligence ;
v. 255. |
| Subjects: |
Table of Contents:
- Fundamentals
- Background on Text Classification
- Kernel Machines for Text Classification
- Approaches and techniques
- Enhancing SVMs for Text Classification
- Scaling RVMs for Text Classification
- Distributing Text Classification in Grid Environments
- Framework for Text Classification.