Data mining algorithms
Suitable for scientists, senior undergraduate and graduate students in applied sciences, this book can be useful to sharpen their skills, to improve their general knowledge, and to explore the computational aspects of complex models and algorithms presented. It provides reader with unprecedented ins...
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| Format: | Book |
| Language: | English |
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Oxford :
Alpha Science International ,
c2011
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Table of Contents:
- 1. Introduction to data mining
- 2. Probability and statistics
- 3. Decision trees
- 4. Association rules
- 5. Web mining
- 6. Support vector machines
- 7. Latent semantic indexing
- 8. Spatial data mining