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00000cam a2200000 7i4500 |
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20091208093000.0 |
| 008 |
090531s2006 na eng |
| 020 |
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|a 1586036742 (hbk.)
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| 020 |
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|a 9781586036744 (hbk.)
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| 090 |
0 |
0 |
|a QA76.63
|b .K47 2006
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| 100 |
1 |
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|a Kersting, Kristian ,
|e author
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| 245 |
1 |
3 |
|a An inductive logic programming approach to statistical relational learning
|c Kristian Kersting
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| 260 |
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|a Amsterdam :
|b IOS Press ,
|c c2006
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| 300 |
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|a xxii, 228 p. :
|b ill. ;
|c 25 cm.
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| 440 |
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0 |
|a Frontiers in artificial intelligence and applications
|v v. 148
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| 504 |
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|a Includes bibliographical references and index
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| 505 |
0 |
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|a 1. Introduction -- 2. Probabilistic inductive logic programming -- 3. Bayesian logic programs -- 4. Learning bayesian logic programs -- 5. Logical hidden markov models -- 6. Three basic inference problems for logical HMMs -- 7. Learning the structure of ligical HMMs -- 8. Relations fisher kernels -- 9. Markov decision programs -- 10. Solving markov decision programs -- 11. Summary
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| 650 |
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0 |
|a Logic programming
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| 650 |
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0 |
|a Machine learning
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| 650 |
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0 |
|a Markov processes
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| 650 |
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0 |
|a Uncertainly (Information theory)
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| 856 |
4 |
1 |
|3 Table of contents only
|u http://www.loc.gov/catdir/toc/fy0708/2006932504.html
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| 999 |
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|a 1000127719
|b Book
|c OPEN SHELF (30 DAYS)
|e Tembila Campus
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