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...
| Other Authors: | |
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| Format: | eBook |
| Language: | Inglés |
| Published: |
Boca Raton, Fla. :
CRC Press
2012.
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| Edition: | 1st edition |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009627775506719 |
Table of Contents:
- Front Cover; Contents; Dedication; Preface; About the Author; Acknowledgments; Chapter 1: What Is Data Mining and What Can It Do?; Chapter 2: The Data Mining Process; Chapter 3: Problem Definition (Step 1); Chapter 4: Data Evaluation (Step 2); Chapter 5: Feature Extraction and Enhancement (Step 3); Chapter 6: Prototyping Plan and Model Development (Step 4); Chapter 7: Model Evaluation (Step 5); Chapter 8: Implementation (Step 6); Chapter 9: Supervised Learning Genre Section 1-Detecting and Characterizing Known Patterns
- Chapter 10: Forensic Analysis Genre Section 2-Detecting, Characterizing, and Exploiting Hidden PatternsChapter 11: Genre Section 3-Knowledge: Its Acquisition, Representation, and Use; References; Glossary
