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Practical data mining /
Used by corporations, industry, and government to inform and fuel everything from focused advertising to homeland security, data mining can be a very useful tool across a wide range of applications. Unfortunately, most books on the subject are designed for the computer scientist and statistical illu...
| Call Number: | Libro Electrónico |
|---|---|
| Main Author: | |
| Format: | Electronic eBook |
| Language: | Inglés |
| Published: |
Boca Raton, FL :
CRC Press,
2012.
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| Subjects: | |
| Online Access: | Texto completo (Requiere registro previo con correo institucional) |
Table of Contents:
- What is data mining and what can it do?
- The data mining process
- Problem definition (Step 1)
- Data evaluation (Step 2)
- Feature extraction and enhancement (Step 3)
- Prototyping plan and model development (Step 4)
- Model evaluation (Step 5)
- Implementation (Step 6)
- Supervised learning Genre section 1 : Detecting and characterizing known patterns
- Forensic analysis Genre Section 2 : Detecting, characterizing, and exploiting hidden patterns
- Genre Section 3 : Knowledge : Its acquisition, representation, and use.