| 000 | 02338nam a22003135a 4500 | ||
|---|---|---|---|
| 008 | 110127s2011 inu 000 0 eng | ||
| 010 | _a 2011921769 | ||
| 020 | _a9780470650936 (pbk : alk. paper) | ||
| 020 | _a0470650931 (pbk : alk. paper) | ||
| 040 |
_aDLC _cDLC |
||
| 042 | _apcc | ||
| 100 | 1 | _aLinoff, Gordon S. | |
| 245 | 1 | 0 |
_aData mining techniques, third edition : _bfor marketing, sales, and customer relationship management / _cGordon S Linoff, Michael J Berry |
| 250 | _a3rd ed. | ||
| 260 |
_aIndianapolis, IN : _bWiley Pubishing, Inc., _c2011. |
||
| 263 | _a1103 | ||
| 300 |
_axl, 847 p. : _bill. ; _c24 cm. |
||
| 035 | _a16627057 | ||
| 650 | 7 |
_aData mining _2sears |
|
| 650 | 7 |
_aBusiness _xData processing _2sears |
|
| 650 | 7 |
_aMarketing _xData processing _2sears |
|
| 505 | 0 | _aWhat is data mining and why do it? -- Data mining applications in marketing and customer relationship management -- The data mining process -- Statistics 101: what you should know about data -- Descriptions and prediction: profiling and predictive modeling -- Data mining using classic statistical techniques -- Decision trees -- Artificial neural networks -- Nearest neighbor approaches: memory-based reasoning and collaborative filtering -- Knowing when to worry: using survival analysis to understand customers -- Genetic algorithms and swarm intelligence -- Tell me something new: pattern discovery and data mining -- Finding islands of similarity: automatic cluster detection -- Alternative approaches to cluster detection -- Market basket analysis and association rules -- Link analysis -- Data warehousing, OLAP, analytic sandboxes, and data mining -- Building customer signatures -- Derived variables: making the data mean more -- Too much of a good thing? Techniques for reducing the number of variables -- Listen carefully to what your customers say: text mining. | |
| 520 | _aThe leading introductory book on data mining, fully updated and revised! When Berry and Linoff wrote the first edition of Data Mining Techniques in the late 1990s, data mining was just starting to move out of the lab and into the office and has since grown to become an indispensable tool of modern business. | ||
| 700 | _aBerry, Michael J. A. | ||
| 005 | 20170126095548.0 | ||
| 001 | 35821 | ||
| 003 | UOWD | ||
| 942 | _cREGULAR | ||
| 999 |
_c17445 _d17445 |
||