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|---|---|---|---|
| 001 | 33404 | ||
| 005 | 20230423231440.0 | ||
| 008 | 150620 2553 THAmd a001 0 eng u | ||
| 020 | _a9781466583283 | ||
| 049 | _bPITLIB | ||
| 050 | 1 | 4 |
_aTJ230 _b.M268 2015 |
| 100 | 0 |
_aMarsland, Stephen _943342 |
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| 245 | 1 | 0 |
_aMachine learning: an algorithmic perspective / _cStephen Marsland _h[book] |
| 250 | _a2nd ed | ||
| 260 |
_aBoca Raton: _bCRC Press, _c2015. _94402 |
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| 300 |
_a437p: _bill. |
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| 449 | 0 | _a•L012– New Arrivals- Sep. 2015 | |
| 650 | 7 |
_aMachine _xLearning _943343 |
|
| 690 | 0 |
_a0022 วิศวกรรมศาสตรบัณฑิต สาขาวิศวกรรมอุตสาหการ IE (ป.ตรี) _949 |
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| 942 | _cBK | ||
| 970 |
_lCHAPTER 1 _tIntorduction _pp.1 |
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| 970 |
_lCHAPTER2 _tpreliminaries _pหน้า 15 |
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| 970 |
_lCHAPTER 3 _tNeurons,NEUR Networks, and Linear Discriminats _pp.39 |
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| 970 |
_lCHAPTER4 _tThe Multi-layer Perceptron _pp.71 |
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| 970 |
_lCHAPTER5 _tRadial Basis Functions and Splines _pp. 111 |
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| 970 |
_lCHAPTER 6 _tDimensionality Reduction _pp. 129 |
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| 970 |
_lCHAPTER7 _tProbabilistic Learning _pp.153 |
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| 970 |
_lCHAPTER8 _tSupport Vector Machines _pp.169 |
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| 970 |
_lCHAPTER 9 _tOptimistion and Search _pp.189 |
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| 970 |
_lCHAPTER10 _tEvolutionary Learning _pp.211 |
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| 970 |
_lCHAPTER11 _tReinforcement Learning _pp.231 |
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| 970 |
_lCHAPTER 12 _tLearning with Trees _pp.249 |
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| 970 |
_lCHAPTER 13 _tDecision by Committee: Ensemble Learning _pp.267 |
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| 970 |
_lCHAPTER 14 _tUnsupervised Learning _pp.281 |
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| 970 |
_lCHAPTER 15 _tMorkov Chain Monte Carlo (MCMC) Methods _pp.305 |
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| 970 |
_lCHAPTER 16 _tGraphical Models _pp.321 |
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| 970 |
_lCHAPTER 17 _tSymmetric Weights and Deep Belief Networks _pp.359 |
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| 970 |
_lCHAPTER 18 _tGaussian Processes _pp.395 |
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