MARC状态：已编 文献类型：西文图书 浏览次数：39
- 题名/责任者:
- Data mining and analysis : fundamental concepts and algorithms / Mohammed J. Zaki, Wagner Meira, Jr.
- 出版发行项:
- New York, NY : Cambridge University Press, [2014]
- ISBN:
- 9781107776685
- ISBN:
- 9780521766333
- 载体形态项:
- 1 online resource (xi, 593 pages) : illustrations
- 个人责任者:
- Zaki, Mohammed J., 1971- author.
- 附加个人名称:
- Meira, Wagner, 1967- author.
- 论题主题:
- Data mining.
- 中图法分类号:
- TP274
- 一般附注:
- Description based on print version record.
- 书目附注:
- Includes bibliographical references and index.
- 内容附注:
- 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.
- 随书光盘:
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