TY  - BOOK
AU  - Zhao,Yanchang
AU  - Cen,Yonghua
TI  - Data mining applications with R
SN  - 9780124115118 (hardback)
U1  - 006.312 23
PY  - 2014///
CY  - Amsterdam
PB  - Elsevier
KW  - Data mining
KW  - Industrial applications
KW  - Case studies
KW  - R (Computer program language)
N1  - Includes bibliographical references and index; 1. Power grid data analysis with R and Hadoop --
 2. Picturing Bayesian classifiers: a visual data mining approach to parameters optimization --
 3. Discovery of emergent issues and controversies in anthropology using text mining, topic modeling, and social network analysis of microblog content --
 4. Text mining and network analysis of digital libraries in R --
 5. Recommender systems in R --
 6. Response modeling in direct marketing: a data mining-based approach for target selection --
 7. Caravan insurance customer profile modeling with R --
 8. Selecting best features for predicting bank loan default --
 9. A Choquet integral toolbox and its application in customer preference analysis --
 10. A real-time property value index based on web data --
 11. Predicting seabed hardness using random forest in R --
 12. Supervised classification of images, applied to plankton samples using R and Zooimage --
 13. Crime analysis using R --
 14. Football mining with R --
 15. Analyzing internet DNS (SEC) traffic with R for resolving platform optimization--
Index
N2  - Suitable for researchers and professionals to understand the use of R, a free software environment for statistical computing and graphics, in solving different problems in industry, this book presents 15 different real-world case studies illustrating various techniques in rapidly growing areas
ER  -