Data mining for business analytics : concepts, techniques, and applications with XL miner (Record no. 103197)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01530nam a2200193 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 978-1118729274 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.4038 SHM |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Shmueli, Galit, ; Bruce, Peter C.; Patel, Nitin R. |
| 245 ## - TITLE STATEMENT | |
| Title | Data mining for business analytics : concepts, techniques, and applications with XL miner |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 3rd Ed., |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | USA |
| Name of publisher, distributor, etc. | Wiley |
| Date of publication, distribution, etc. | 2016 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xxxi, 514 p. |
| Other physical details | 26 cm; Hard |
| 500 ## - GENERAL NOTE | |
| General note | Alpha /2440/ Rs.8987/- |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Overview of the data mining process --<br/>Data visualization --<br/>Dimension reduction --<br/>Evaluating predictive performance --<br/>Multiple linear regression --<br/>k-Nearest Neighbors (kNN) --<br/>The Naive Bayes Classifier --<br/>Classification and regression trees --<br/>Logistic regression --<br/>Neural nets --<br/>Discriminant analysis --<br/>Combining methods : ensembles and uplift modeling --<br/>Association rules and collaborative filtering --<br/>Cluster analysis --<br/>Handling time series --<br/>Regression-based forecasting --<br/>Smoothing methods --<br/>Social network analytics --<br/>Text mining. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | 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. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Business--Data processing |
| -- | Data mining |
| -- | XL Miner (Computer file) |
| -- | Business mathematics--Computer programs |
| -- | Microsoft Excel (Computer file) |
| 856 ## - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118729277,subjectCd-CSB0.html">http://www.wiley.com/WileyCDA/WileyTitle/productCd-1118729277,subjectCd-CSB0.html</a> |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSB Collection | 17/06/2017 | Prof.Hemalatha C | 658.4038 SHM | B2404 | 17/06/2017 | 22/06/2019 | Books |