Data Mining :
Han, Jiawei.
Data Mining : Concepts and Techniques / Jiawei Han, Micheline Kamber - 3rd ed. - New Delhi : Elsevier, 2012. - xxxv, 703 p. : ill. ; 25 cm.
Mining of Data with Complex Structures explores nature of data with complex structure including sequences, trees and graphs. Readers will find a detailed description of the state-of-the-art of sequence mining, tree mining and graph mining, and more. 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
English
9789380931913
Data Mining. Algorithms. Artificial intelligence. Computational intelligence. Computer algorithms.
005.741 HAN
Data Mining : Concepts and Techniques / Jiawei Han, Micheline Kamber - 3rd ed. - New Delhi : Elsevier, 2012. - xxxv, 703 p. : ill. ; 25 cm.
Mining of Data with Complex Structures explores nature of data with complex structure including sequences, trees and graphs. Readers will find a detailed description of the state-of-the-art of sequence mining, tree mining and graph mining, and more. 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
English
9789380931913
Data Mining. Algorithms. Artificial intelligence. Computational intelligence. Computer algorithms.
005.741 HAN
