My Library

Start Over Add to My Lists Add to Bag MARC Display Return to Browse Advanced Search
   
Previous Record Next Record
Book Cover
Printed Material
Author Zaki, Mohammed J., 1971- author.

Title Data mining and analysis : fundamental concepts and algorithms / Mohammed J. Zaki, Rensselaer Polytechnic Institute, Troy, New York, Wagner Meira, Jr., Universidade Federal de Minas Gerais, Brazil.

Shelf # QA 76.9.D343 ZAK
Imprint New York, NY : Cambridge University Press, 2014 (2017 printing)

Copies

LOCATION SHELF NO STATUS
 Engineering Library  QA 76.9.D343 ZAK    Not Issued
Description xi, 593 pages : illustrations ; 27 cm
Bibliog. Includes bibliographical references and index.
Contents 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.
Subject Data mining.
Add Author Meira, Wagner, 1967- author.
ISBN 9780521766333
0521766338
Permanent Link