Applied data mining : statistical methods for business and industry (Record no. 98543)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 01386nam a2200169Ia 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9812531785 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 658.802 GIU |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Giudici, Paolo |
| 245 ## - TITLE STATEMENT | |
| Title | Applied data mining : statistical methods for business and industry |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | England |
| Name of publisher, distributor, etc. | John Wiley |
| Date of publication, distribution, etc. | 2005 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xii, 364 p. |
| Other physical details | 21 cm ; Pbk |
| 500 ## - GENERAL NOTE | |
| General note | Gratis |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | pt. 1. Methodology. Organisation of the data --<br/>Summary statistics --<br/>Model specification --<br/>Model evaluation --<br/>pt. 2. Business Case Studies. Describing website visitors --<br/>Market basket analysis --<br/>Describing customer satisfaction --<br/>Predicting credit risk of small businesses --<br/>Predicting e-learning student performance --<br/>Predicting customer lifetime value --<br/>Operational risk management. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | The increasing availability of data in our current, information-overloaded society has led to the need for valid tools for its modelling and analysis. Data mining and applied statistical methods are the appropriate tools to extract knowledge from such data. This book provides an accessible introduction to data mining methods in a consistent and application-oriented statistical framework, using case studies drawn from real industry projects and highlighting the use of data mining methods in a variety of business applications. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Data mining |
| -- | Business--Data processing |
| -- | Commercial statistics |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Books |
| Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Home library | Current library | Date acquired | Total Checkouts | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| GSB Collection | 20/07/2016 | 658.802 GIU | 40174 | 10/05/2013 | 22/06/2019 | Books |