TY - BOOK AU - Zhao,Yanchang TI - R and data mining: examples and case studies SN - 9780123969637 (hbk.) PY - 2013/// CY - Amsterdam PB - Elsevier/Academic Press KW - Data mining KW - R (Computer program language) N1 - Includes bibliographical references and index; 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 ER -