TY - BOOK AU - Shmueli,Galit AU - Patel,Nitin R. AU - Bruce,Peter C. TI - Data mining for business intelligence: concepts, techniques, and applications in Microsoft Office Excel with XLMiner SN - 9780470526828 AV - HF5548.2 .S558 2010 U1 - 005.54 22 PY - 2010/// CY - Hoboken, N.J. PB - Wiley KW - Microsoft Excel (Computer file) KW - Business KW - Data processing KW - Data mining KW - Datamining KW - gtt KW - Dataprocessing KW - Statistiek N1 - Includes bibliographical references and index; Introduction -- Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating classification and predictive performance -- Multiple linear regression -- knearest neighbors (kNN) -- Naive bayes -- Classification and regression trees -- Logistic regression -- Neural nets -- Discriminant analysis -- Association rules -- Cluster Analysis -- Handling time series -- Regression-based forecasting -- Smoothing methods -- Cases ER -