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| 100 | 1 | _aGiudici, Paolo. | |
| 245 | 1 | 0 |
_aApplied data mining for business and industry / _cPaolo Giudici, Silvia Figini. |
| 250 | _a2nd ed. | ||
| 260 |
_aChichester, U.K. : _bWiley, _c©2009. |
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| 300 |
_a1 online resource (viii, 249 pages) : _billustrations |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 504 | _aIncludes bibliographical references (pages 237-241) and index. | ||
| 505 | 0 | _apt. 1. Methodology. Organisation of the data -- Summary statistics -- Model specification -- Model evaluation -- pt. 2. Business Case Studies. Describing website visitors -- Market basket analysis -- Describing customer satisfaction -- Predicting credit risk of small businesses -- Predicting e-learning student performance -- Predicting customer lifetime value -- Operational risk management. | |
| 520 | _aThe 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. | ||
| 588 | 0 | _aPrint version record. | |
| 650 | 0 | _aData mining. | |
| 650 | 0 |
_aBusiness _xData processing. |
|
| 650 | 0 | _aCommercial statistics. | |
| 650 | 4 | _aData mining. | |
| 655 | 4 | _aElectronic books. | |
| 700 | 1 | _aFigini, Silvia. | |
| 710 | 2 | _aWiley InterScience (Online service) | |
| 773 | 0 | _tWiley e-books. | |
| 776 | 0 | 8 |
_iPrint version: _aGiudici, Paolo. _tApplied data mining for business and industry. _b2nd ed. _dChichester, U.K. : Wiley, ©2009 _z9780470058862 _z0470058862 _w(DLC) 2009008334 _w(OCoLC)311075482 |
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_uhttps://eresourcesptsl.ukm.remotexs.co/user/login?url=http://onlinelibrary.wiley.com/book/10.1002/9780470745830 _zWiley Online Library |
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