TY  - BOOK
AU  - Shmueli, Galit, ; Bruce, Peter C.; Patel, Nitin R.
TI  - Data mining for business analytics : concepts, techniques, and applications with XL miner
SN  - 978-1118729274
U1  - 658.4038 SHM 
PY  - 2016///
CY  - USA
PB  - Wiley
KW  - Business--Data processing
KW  - Data mining
KW  - XL Miner (Computer file)
KW  - Business mathematics--Computer programs
KW  - Microsoft Excel (Computer file)
N1  - Alpha /2440/ Rs.8987/-; Overview of the data mining process --
Data visualization --
Dimension reduction --
Evaluating predictive performance --
Multiple linear regression --
k-Nearest Neighbors (kNN) --
The Naive Bayes Classifier --
Classification and regression trees --
Logistic regression --
Neural nets --
Discriminant analysis --
Combining methods : ensembles and uplift modeling --
Association rules and collaborative filtering --
Cluster analysis --
Handling time series --
Regression-based forecasting --
Smoothing methods --
Social network analytics --
Text mining
N2  - Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner(R), Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies.
UR  - http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118729277,subjectCd-CSB0.html
ER  -