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00000cam a2200000 7i4500 |
| 001 |
0000067341 |
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20170307093000.0 |
| 008 |
100719s2009 njua b 001 0 eng |
| 020 |
|
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|a 0470371927 (hbk.)
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| 020 |
|
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|a 9780470371923 (hbk.)
|
| 090 |
0 |
0 |
|a Q325.5
|b .H38 2009
|
| 100 |
1 |
|
|a Hamel, Lutz ,
|e author
|
| 245 |
1 |
0 |
|a Knowledge discovery with support vector machines
|c Lutz Hamel
|
| 260 |
|
|
|a Hoboken, NJ :
|b John Wiley & Sons ,
|c c2009
|
| 300 |
|
|
|a xv, 246 p. :
|b ill. ;
|c 25 cm.
|
| 490 |
1 |
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|a Wiley series on methods and applications in data mining
|
| 504 |
|
|
|a Includes bibliographical references and index
|
| 505 |
0 |
|
|a 1. What is knowledge discovery? -- 2. Knowledge discovery environments -- 3. Describing data mathematically -- 4. Linear decision surfaces and functions -- 5. Perceptron learning -- 6. Maximum-margin classifiers -- 7. Support vector machines -- 8. Implementation -- 9. Evaluating what has been learned -- 10. Elements of statistical learning theory -- 11. Multiclass classification -- 12. Regression with support vector machines -- 13. Novelty detection
|
| 650 |
|
0 |
|a Computer algorithms
|
| 650 |
|
0 |
|a Data mining
|
| 650 |
|
0 |
|a Machine learning
|
| 650 |
|
0 |
|a Support vector machines
|
| 830 |
|
0 |
|a Wiley series on methods and applications in data mining.
|
| 999 |
|
|
|a 1000132914
|b Book
|c OPEN SHELF (30 DAYS)
|e Gong Badak Campus
|