examples and case studies Zhao, Yanchang 1977- creator text ne Amsterdam Elsevier/Academic Press 2013 monographic eng

print

xiii, 234 p. : ill. ; 24 cm. Data import and export -- Data exploration -- Decision trees and random forest -- Regression -- Clustering -- Outlier detection -- Time series analysis and mining -- Association rules -- Text mining -- Social network analysis -- Case study I : analysis and forecasting of house price indices -- Case study II : customer response prediction and profit optimization -- Case study III : predictive modeling of big data with limited memory specialized Yanchang Zhao Includes bibliographical references and index Data mining R (Computer program language) 9780123969637 (hbk.) UMP 130606 20251125093617.0 vtls000070903