TY - BOOK AU - Shmueli, Galit AU - Shmueli, Galit, AU - Bruce, Peter C. AU - Patel, Nitin R AU - Torgo, Luís TI - Data mining for business intelligence : : concepts, techniques, and applications in Microsoft Office Excel with XLMiner SN - 9788126517589 U1 - 005.54 SHM PY - 2007/// CY - New Jersey PB - : John Wiley & Sons, KW - Computer science, information & general works KW - Computer programming, programs & data KW - Microsoft Excel (Computer file) KW - Data mining KW - Dataprocessing KW - Statistiek KW - Business -- Data processing N1 - Introduction -- Overview of the data mining process -- Data exploration and dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- Three simple classification methods -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster analysis -- Cases N2 - Learn how to develop models for classification, prediction, and customer segmentation with the help of Data Mining for Business Intelligence In today's world, businesses are becoming more capable of accessing their ideal consumers, and an understanding of data mining contributes to this success ER -