The text mining handbook : advanced approaches in analyzing unstructured data / Ronen Feldman, James Sanger.
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Full Text (via Skillsoft) |
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| Format: | Electronic eBook |
| Language: | English |
| Published: |
Cambridge ; New York :
Cambridge University Press,
2007.
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Table of Contents:
- Introduction to text mining
- Core text mining operations
- Text mining preprocessing techniques
- Categorization
- Clustering
- Information extraction
- Probabilistic models for information extraction
- Preprocessing applications using probabilistic and hybrid approaches
- Presentation-layer considerations for browsing and query refinement
- Visualization approaches
- Link analysis
- Text mining applications.