TY - BOOK AU - Zhao,Yanchang TI - R and data mining: examples and case studies SN - 9780123969637 AV - QA76.73.R3 Z43 2013 U1 - 006.3/12 23 PY - 2013/// CY - San Diego, Calif. PB - Academic Press KW - R (Computer program language) KW - Data mining N1 - includes index; Includes bibliographical references and indexes; 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 1. Analysis and forecasting of house price indices -- Case study 2. Customer response prediction and profit optimization -- Case study 3. Predictive modeling of big data with limited memory -- Online resources ER -