Data mining concepts and techniques / [[Book] :]
Jiawei Han, Micheline Kamber, Jian Pei.
- 3rd ed.
- Amsterdam ; Boston, MA : Morgan Kaufmann, c2012.
- xxxv, 703 p. : ill. ; 25 cm.
- Morgan Kaufmann series in data management systems .
Includes bibliographical references and index.
Introduction -- Getting to know your data -- Data processing -- Data warehousing and online analytical processing -- Data cube technology -- Mining frequent patterns, associations, and correlations : basic concepts and methods -- Advanced pattern mining -- Classification : basic concepts -- Classification : advanced methods -- Cluster analysis : basic concepts and methods -- Advanced cluster analysis -- Outlier detection -- Data mining trends and research frontiers.