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Solution Manual for Data Mining and Analysis Fundamental Concepts and Algorithms, 1st Edition, Mohammed J. Zaki, Wagner Meira, Jr, ISBN-10: 0521766338, ISBN-13: 9780521766333

Solution Manual for Data Mining and Analysis Fundamental Concepts and Algorithms, 1st Edition, Mohammed J. Zaki, Wagner Meira, Jr, ISBN-10: 0521766338, ISBN-13: 9780521766333

Solution Manual for Data Mining and Analysis Fundamental Concepts and Algorithms, 1st Edition, Mohammed J. Zaki, Wagner Meira, Jr, ISBN-10: 0521766338, ISBN-13: 9780521766333

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Solution Manual for Data Mining and Analysis Fundamental Concepts and Algorithms, 1st Edition, Mohammed J. Zaki, Wagner Meira, Jr, ISBN-10: 0521766338, ISBN-13: 9780521766333

Table of Contents
1. Data mining and analysis
Part I. Data Analysis Foundations:
2. Numeric attributes
3. Categorical attributes
4. Graph data
5. Kernel methods
6. High-dimensional data
7. Dimensionality reduction
Part II. Frequent Pattern Mining:
8. Itemset mining
9. Summarizing itemsets
10. Sequence mining
11. Graph pattern mining
12. Pattern and rule assessment
Part III. Clustering:
13. Representative-based clustering
14. Hierarchical clustering
15. Density-based clustering
16. Spectral and graph clustering
17. Clustering validation
Part IV. Classification:
18. Probabilistic classification
19. Decision tree classifier
20. Linear discriminant analysis
21. Support vector machines
22. Classification assessment.

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