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Data mining and analysis: fundamental concepts and algorithms
Data mining and analysis: fundamental concepts and algorithms
Author
Zaki, Mohammed J
Publisher
Cambridge University Press
Publication Date
[2014]
Language
English
Book
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Table of Contents
From the Book
Data mining and analysis
Numeric attributes
Categorical attributes
Graph data
Kernel methods
High-dimensional data
Dimensionality reduction
Itemset mining
Summarizing itemsets
Sequence mining
Graph pattern mining
Pattern and rule assessment
Representative-based clustering
Hierarchical clustering
Density-based clustering
Spectral and graph clustering
Clustering validation
Probabilistic classification
Decision tree classifier
Linear discriminant analysis
Support vector machines
Classification assessment.
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Subjects
Subjects
Data mining
More Details
Contributors
Meira, Wagner,1967-
author
ISBN
9780521766333
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