02501nam a22003617i 4500 20251030135902.0 t| 230503s2016 nju||||| |||| 00| 0 spa d 9781118729274 CO-ViULL rda spa eng 23 005.54 S558 Shmueli, Galit 160763, autor. aut Data mining for business analytics : concepts, techniques, and applications with XLMiner®. 3. New Jersey : John Wiley & Sons, 2016. 514 páginas : : figuras ; tables. texto txt rdacontent sin mediación n rdamedia volumen nc rdacarrier Contents. CHAPTER 1 Introduction -- CHAPTER 2 Overview of the Data Mining Process. -- CHAPTER 3 Data Visualization. -- CHAPTER 4 Dimension Reduction. -- CHAPTER 5 Evaluating Predictive Performance. -- CHAPTER 6 Multiple Linear Regression. -- CHAPTER 7 k-Nearest Neighbors (kNN). -- CHAPTER 8 The Naive Bayes Classifier. -- CHAPTER 9 Classification and Regression Trees. -- CHAPTER 10 Logistic Regression. -- CHAPTER 11 Neural Nets. -- CHAPTER 12 Discriminant Analysis. -- CHAPTER 13 Combining Methods: Ensembles and Uplift Modeling. -- CHAPTER 14 Association Rules and Collaborative Filtering. -- CHAPTER 15 Cluster Analysis. -- CHAPTER 16 Handling Time Series. -- CHAPTER 17 Regression-Based Forecasting. -- CHAPTER 18 Smoothing Methods. -- CHAPTER 19 Social Network Analytics. -- CHAPTER 20 Text Mining. -- CHAPTER 21 Cases. Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner®, Third Edition is an ideal textbook for upper-undergraduate and graduate-level courses as well as professional programs on data mining, predictive modeling, and Big Data analytics. The new edition is also a unique reference for analysts, researchers, and practitioners working with predictive analytics in the fields of business, finance, marketing, computer science, and information technology. Hojas de cálculo electrónicas 160764. Electronic spreadsheets 160765. Hojas de cálculo programas informáticos 160766. Spreadsheets Computer programs 160767. Hojas de cálculo software informático 160768. Spreadsheets Computer software 160769. Bruce, Peter C. 160770. Patel, Nitin R. 160771. ddc BK 47467 47467 0 0 ddc 0 0 001 001 GEN 2023-05-03 El bibliotecólogo Compra 707.37 0000023393 0 005.54 S558 086921 2024-05-15 00:00:00 Ej.:1 2023-05-03 ISF BK