| Record ID | marc_columbia/Columbia-extract-20221130-007.mrc:113217003:2490 |
| Source | marc_columbia |
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LEADER: 02490mam a2200421 a 4500
001 3091322
005 20221019214847.0
008 010208t20012001maua b 001 0 eng
010 $a 2001030210
015 $aGBA1-52402
020 $a026202506X (hc. : alk. paper)
035 $a(OCoLC)ocm45951728
035 $9ATR9347CU
035 $a(NNC)3091322
035 $a3091322
040 $aDLC$cDLC$dC#P$dUKM$dOrLoB-B
050 00 $aQH506$b.B35 2001
082 00 $a572.8/01/13$221
100 1 $aBaldi, Pierre.$0http://id.loc.gov/authorities/names/n97077337
245 10 $aBioinformatics :$bthe machine learning approach /$cPierre Baldi, Søren Brunak.
250 $a2nd ed.
260 $aCambridge, Mass. :$bMIT Press,$c[2001], ©2001.
300 $axxi, 452 pages :$billustrations ;$c24 cm.
336 $atext$btxt$2rdacontent
337 $aunmediated$bn$2rdamedia
490 1 $aAdaptive computation and machine learning
500 $a"A Bradford book"
504 $aIncludes bibliographical references (p. 409-445) and index.
505 00 $g1.$tIntroduction --$g2.$tMachine-Learning Foundations: The Probabilistic Framework --$g3.$tProbabilistic Modeling and Inference: Examples --$g4.$tMachine Learning Algorithms --$g5.$tNeural Networks: The Theory --$g6.$tNeural Networks: Applications --$g7.$tHidden Markov Models: The Theory --$g8.$tHidden Markov Models: Applications --$g9.$tProbabilistic Graphical Models in Bioinformatics --$g10.$tProbabilistic Models of Evolution: Phylogenetic Trees --$g11.$tStochastic Grammars and Linguistics --$g12.$tMicroarrays and Gene Expression --$g13.$tInternet Resources and Public Databases --$gD.$tHMM Technicalities, Scaling, Periodic Architectures, State Functions, and Dirichlet Mixtures --$gE.$tGaussian Processes, Kernel Methods, and Support Vector Machines.
650 0 $aBioinformatics.$0http://id.loc.gov/authorities/subjects/sh00003585
650 0 $aMolecular biology$xComputer simulation.
650 0 $aMolecular biology$xMathematical models.
650 0 $aNeural networks (Computer science)$0http://id.loc.gov/authorities/subjects/sh90001937
650 0 $aMachine learning.$0http://id.loc.gov/authorities/subjects/sh85079324
650 0 $aMarkov processes.$0http://id.loc.gov/authorities/subjects/sh85081369
700 1 $aBrunak, Søren.$0http://id.loc.gov/authorities/names/n88170010
830 0 $aAdaptive computation and machine learning.$0http://id.loc.gov/authorities/names/n97066095
852 00 $boff,eng$hQH506$i.B35 2001