Discovering knowledge in data an introduction to data mining /
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| Format: | Book |
| Language: | English |
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Hoboken, N.J.:
Wiley-Interscience,
c2005
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Table of Contents:
- Introduction to data mining
- Data preprocessing
- Exploratory data analysis
- Statistical approaches to estimation and prediction
- K-nearest neighbor algorithm
- Decision trees
- Neural networks
- Hierarchical and k-means clustering
- Kohonen networks
- Association rules