Office of Academic Resources
Chulalongkorn University
Chulalongkorn University

Home / Help

TitleR and data mining : examples and case studies
Author Yanchang Zhao
Imprint San Diego, CA : Academic Press, 2013
Descript xiii, 234 p. : ill. ; 24 cm

CONTENT

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.


R (Computer program language) Data mining

LOCATIONCALL#STATUS
Central Library (4th Floor)006.312 Z63RCHECK SHELVES

Chulalinet's Book Delivery Request




Location



Office of Academic Resources, Chulalongkorn University, Phayathai Rd. Pathumwan Bangkok 10330 Thailand

Contact Us

Tel. 0-2218-2929,
0-2218-2927 (Library Service)
0-2218-2903 (Administrative Division)
Fax. 0-2215-3617, 0-2218-2907

Social Network

  line

facebook   instragram