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  <titleInfo>
    <title>Pattern recognition and machine learning</title>
  </titleInfo>
  <name type="personal">
    <namePart>M. Bishop, Christopher</namePart>
    <role>
      <roleTerm authority="marcrelator" type="text">creator</roleTerm>
    </role>
  </name>
  <typeOfResource>text</typeOfResource>
  <originInfo>
    <place>
      <placeTerm type="text">Springer</placeTerm>
    </place>
    <publisher>U.K</publisher>
    <dateIssued>2006</dateIssued>
    <issuance>monographic</issuance>
  </originInfo>
  <physicalDescription>
    <extent>xix, 738 p</extent>
  </physicalDescription>
  <tableOfContents>Introduction (Page-1), Probability Distributions (Page-67), Linear Models for Regression (Page-137), Linear Models for Classification (Page-179), Neural Networks (Page-225), Kernal Methods (Page-291), Sparse Keranal Machines (Page-325), Graphical Models (Page-359), Mixture Models and EM (Page-423), Approximate Inference (Page-461), Sampling Mehtods (Page-523), Continuosus Latent Variables (Page-559), Sequential Data (Page-605), Combining Models (Page-653).</tableOfContents>
  <note type="statement of responsibility">Christopher M. Bishop</note>
  <subject>
    <topic>Patern Recognition</topic>
  </subject>
  <subject>
    <geographic>Machine Learning</geographic>
  </subject>
  <classification authority="ddc">621.399,BIS</classification>
  <identifier type="isbn">0387310738</identifier>
  <recordInfo/>
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