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<item rdf:about="http://www.bibsonomy.org/uri/bibtex/2b9b2b0573b14988138ce39d6f829ba2f/pprett">
    <title>A tutorial on learning with bayesian networks</title>
    <link>http://www.bibsonomy.org/bibtex/2b9b2b0573b14988138ce39d6f829ba2f/pprett</link>
    <dc:creator>pprett</dc:creator>
    <dc:date>2008-06-17T16:01:02+02:00</dc:date>
    <dc:subject>bayesian, learning, machine, networks, probabilistic </dc:subject>
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	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/2b9b2b0573b14988138ce39d6f829ba2f/pprett">A tutorial on learning with bayesian networks</a>
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<div class="bmdesc">
  <span style="color:#555555;"> 
    D. <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	 </span> 
  <em></em>
    
  (\# 1995)
</div>
<span class="bmmeta">
  
  
        to
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        <a href="http://www.bibsonomy.org/user/pprett/bayesian%2C">bayesian,</a>
        <a href="http://www.bibsonomy.org/user/pprett/learning%2C">learning,</a>
        <a href="http://www.bibsonomy.org/user/pprett/machine%2C">machine,</a>
        <a href="http://www.bibsonomy.org/user/pprett/networks%2C">networks,</a>
        <a href="http://www.bibsonomy.org/user/pprett/probabilistic">probabilistic</a>
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          by <a href="http://www.bibsonomy.org/user/pprett">pprett</a> 
        
        
        on 2008-06-17 16:01:02 </span></div>
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      <swrc:TechnicalReport>
        <swrc:address>Redmond, Washington</swrc:address><swrc:institution><swrc:Organization swrc:name="Microsoft Research"/></swrc:institution><swrc:title>A tutorial on learning with bayesian networks</swrc:title><swrc:year>\# 1995</swrc:year><swrc:keywords>bayesian, learning, machine, networks, probabilistic </swrc:keywords><swrc:date>2008-06-17 16:01:02.0</swrc:date><swrc:abstract>A Bayesian network is a graphical model that encodes probabilistic relationships among variables of interest. When used in conjunction with statistical techniques, the graphical model has several advantages for data analysis. One, because the model encodes dependencies among all variables, it readily handles situations where some data entries are missing. Two, a Bayesian network can be used to learn causal relationships, and hence can be used to gain understanding about a problem domain and to...</swrc:abstract><swrc:hasExtraField>
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<item rdf:about="http://www.bibsonomy.org/uri/bibtex/21e70862e83c3e906f80140b329773894/mgrani">
    <title>Inductive learning algorithms and representations for text categorization</title>
    <link>http://www.bibsonomy.org/bibtex/21e70862e83c3e906f80140b329773894/mgrani</link>
    <dc:creator>mgrani</dc:creator>
    <dc:date>2008-05-27T08:15:25+02:00</dc:date>
    <dc:subject>imported </dc:subject>
    <content:encoded>
	    <![CDATA[
        <div class="block">
	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/21e70862e83c3e906f80140b329773894/mgrani">Inductive learning algorithms and representations for text categorization</a>
</div>
<div class="bmdesc">
  <span style="color:#555555;"> 
    Susan <a href="http://www.bibsonomy.org/author/Dumais">Dumais</a>         	     	 
        	  and John <a href="http://www.bibsonomy.org/author/Platt">Platt</a>         	     	 
        	  and David <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	  and Mehran <a href="http://www.bibsonomy.org/author/Sahami">Sahami</a>         	     	 
        	 </span> 
  <em>Proceedings of the seventh international conference on Information and knowledge management</em>
     148--155 
  ( 1998 )
</div>
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        to
        <span class="bmtags">
        <a href="http://www.bibsonomy.org/user/mgrani/imported">imported</a>
        </span>
        

          by <a href="http://www.bibsonomy.org/user/mgrani">mgrani</a> 
        
        
        on 2008-05-27 08:15:25 </span></div>
	    ]]>
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        <swrc:booktitle> Proceedings of the seventh international conference
  on Information and knowledge management </swrc:booktitle><swrc:pages> 148--155 </swrc:pages><swrc:publisher><swrc:Organization swrc:name=" ACM Press "/></swrc:publisher><swrc:title> Inductive learning algorithms and representations
  for text categorization </swrc:title><swrc:year> 1998 </swrc:year><swrc:keywords>imported </swrc:keywords><swrc:date>2008-05-27 08:15:25.0</swrc:date><swrc:hasExtraField>
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    <title>Empirical Analysis of Predictive Algorithms for Collaborative Filtering.</title>
    <description>Some relevant bibliography</description><link>http://www.bibsonomy.org/bibtex/22a3f0b78b81742a7e909d916976a3889/mumas</link>
    <dc:creator>mumas</dc:creator>
    <dc:date>2008-05-08T12:05:17+02:00</dc:date>
    <dc:subject>RS </dc:subject>
    <content:encoded>
	    <![CDATA[
        <div class="block">
	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/22a3f0b78b81742a7e909d916976a3889/mumas">Empirical Analysis of Predictive Algorithms for Collaborative Filtering.</a>
</div>
<div class="bmdesc">
  <span style="color:#555555;"> 
    John S. <a href="http://www.bibsonomy.org/author/Breese">Breese</a>         	     	 
        	  and David <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	  and Carl Myers <a href="http://www.bibsonomy.org/author/Kadie">Kadie</a>         	     	 
        	 </span> 
  <em>UAI</em>
    43-52
  (1998)
</div>
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        to
        <span class="bmtags">
        <a href="http://www.bibsonomy.org/user/mumas/RS">RS</a>
        </span>
        

          by <a href="http://www.bibsonomy.org/user/mumas">mumas</a> 
        
        
        on 2008-05-08 12:05:17 </span></div>
	    ]]>
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        <swrc:booktitle>UAI</swrc:booktitle><swrc:crossref>DBLP:conf/uai/1998</swrc:crossref><swrc:pages>43-52</swrc:pages><swrc:publisher><swrc:Organization swrc:name="Morgan Kaufmann"/></swrc:publisher><swrc:title>Empirical Analysis of Predictive Algorithms for Collaborative
               Filtering.</swrc:title><swrc:year>1998</swrc:year><swrc:keywords>RS </swrc:keywords><swrc:date>2008-05-08 12:05:17.0</swrc:date><swrc:hasExtraField>
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<item rdf:about="http://www.bibsonomy.org/uri/bibtex/2efc12b88d6692d3329c6c9fd5d3443f6/smicha">
    <title>Motivating managers to make investment decisions</title>
    <link>http://www.bibsonomy.org/bibtex/2efc12b88d6692d3329c6c9fd5d3443f6/smicha</link>
    <dc:creator>smicha</dc:creator>
    <dc:date>2008-04-22T15:17:45+02:00</dc:date>
    <dc:subject>imported </dc:subject>
    <content:encoded>
	    <![CDATA[
        <div class="block">
	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/2efc12b88d6692d3329c6c9fd5d3443f6/smicha">Motivating managers to make investment decisions</a>
</div>
<div class="bmdesc">
  <span style="color:#555555;"> 
    Donald G. <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	 </span> 
  <em>Journal of Financial Economics</em>
      <b>2</b>
      273--292
  (1975)
</div>
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        to
        <span class="bmtags">
        <a href="http://www.bibsonomy.org/user/smicha/imported">imported</a>
        </span>
        

          by <a href="http://www.bibsonomy.org/user/smicha">smicha</a> 
        
        
        on 2008-04-22 15:17:45 </span></div>
	    ]]>
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        <swrc:journal>Journal of Financial Economics</swrc:journal><swrc:month>Sep</swrc:month><swrc:number>3</swrc:number><swrc:pages>273--292</swrc:pages><swrc:title>Motivating managers to make investment decisions</swrc:title><swrc:volume>2</swrc:volume><swrc:year>1975</swrc:year><swrc:keywords>imported </swrc:keywords><swrc:date>2008-04-22 15:17:45.0</swrc:date><swrc:author>
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<item rdf:about="http://www.bibsonomy.org/uri/bibtex/2d143ce03a4bcff459a21c10e06e2db01/smicha">
    <title>On the effects of exchange risk</title>
    <link>http://www.bibsonomy.org/bibtex/2d143ce03a4bcff459a21c10e06e2db01/smicha</link>
    <dc:creator>smicha</dc:creator>
    <dc:date>2008-04-22T15:17:45+02:00</dc:date>
    <dc:subject>imported </dc:subject>
    <content:encoded>
	    <![CDATA[
        <div class="block">
	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/2d143ce03a4bcff459a21c10e06e2db01/smicha">On the effects of exchange risk</a>
</div>
<div class="bmdesc">
  <span style="color:#555555;"> 
    Donald <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	 </span> 
  <em>Journal of International Economics</em>
      <b>3</b>
      379--387
  (1973)
</div>
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        to
        <span class="bmtags">
        <a href="http://www.bibsonomy.org/user/smicha/imported">imported</a>
        </span>
        

          by <a href="http://www.bibsonomy.org/user/smicha">smicha</a> 
        
        
        on 2008-04-22 15:17:45 </span></div>
	    ]]>
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        <swrc:journal>Journal of International Economics</swrc:journal><swrc:month>Nov</swrc:month><swrc:number>4</swrc:number><swrc:pages>379--387</swrc:pages><swrc:title>On the effects of exchange risk</swrc:title><swrc:volume>3</swrc:volume><swrc:year>1973</swrc:year><swrc:keywords>imported </swrc:keywords><swrc:date>2008-04-22 15:17:45.0</swrc:date><swrc:author>
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<item rdf:about="http://www.bibsonomy.org/uri/bibtex/2c937681aa0b8a4861dabacd9c070a87a/stumme">
    <title>Bayesian networks for knowledge discovery</title>
    <link>http://www.bibsonomy.org/bibtex/2c937681aa0b8a4861dabacd9c070a87a/stumme</link>
    <dc:creator>stumme</dc:creator>
    <dc:date>2008-03-28T12:11:30+01:00</dc:date>
    <dc:subject>FCA OntologyHandbook </dc:subject>
    <content:encoded>
	    <![CDATA[
        <div class="block">
	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/2c937681aa0b8a4861dabacd9c070a87a/stumme">Bayesian networks for knowledge discovery</a>
</div>
<div class="bmdesc">
  <span style="color:#555555;"> 
    D. <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	 </span> 
  <em>Advances in Knowledge Discovery and Data Mining</em>
    273--305
  (1996)
</div>
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        to
        <span class="bmtags">
        <a href="http://www.bibsonomy.org/user/stumme/FCA">FCA</a>
        <a href="http://www.bibsonomy.org/user/stumme/OntologyHandbook">OntologyHandbook</a>
        </span>
        

          by <a href="http://www.bibsonomy.org/user/stumme">stumme</a> 
        
        
        on 2008-03-28 12:11:30 </span></div>
	    ]]>
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<item rdf:about="http://www.bibsonomy.org/uri/bibtex/2d220d812929d35532f546e1003b6bd0f/idsia">
    <title>Learning Bayesian Networks: The Combination of Knowledge and Statistical Data</title>
    <link>http://www.bibsonomy.org/bibtex/2d220d812929d35532f546e1003b6bd0f/idsia</link>
    <dc:creator>idsia</dc:creator>
    <dc:date>2008-03-11T14:52:34+01:00</dc:date>
    <dc:subject>nn </dc:subject>
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	    <![CDATA[
        <div class="block">
	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/2d220d812929d35532f546e1003b6bd0f/idsia">Learning Bayesian Networks: The Combination of Knowledge and Statistical Data</a>
</div>
<div class="bmdesc">
  <span style="color:#555555;"> 
    D. <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	  and D. <a href="http://www.bibsonomy.org/author/Geiger">Geiger</a>         	     	 
        	  and D. M. <a href="http://www.bibsonomy.org/author/Chikering">Chikering</a>         	     	 
        	 </span> 
  <em>Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence</em>
    293--301
  (1994)
</div>
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        <a href="http://www.bibsonomy.org/user/idsia/nn">nn</a>
        </span>
        

          by <a href="http://www.bibsonomy.org/user/idsia">idsia</a> 
        
        
        on 2008-03-11 14:52:34 </span></div>
	    ]]>
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    <title>Learning Bayesian Networks: The Combination of Knowledge and Statistical Data</title>
    <description>idsia</description><link>http://www.bibsonomy.org/bibtex/2d220d812929d35532f546e1003b6bd0f/schaul</link>
    <dc:creator>schaul</dc:creator>
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	      <div class="bmtitle">

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<div class="bmdesc">
  <span style="color:#555555;"> 
    D. <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	  and D. <a href="http://www.bibsonomy.org/author/Geiger">Geiger</a>         	     	 
        	  and D. M. <a href="http://www.bibsonomy.org/author/Chikering">Chikering</a>         	     	 
        	 </span> 
  <em>Proceedings of the Tenth Conference on Uncertainty in Artificial Intelligence</em>
    293--301
  (1994)
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    <link>http://www.bibsonomy.org/bibtex/24e7d6d8eb42f8708f904208253fd3277/dbenz_test</link>
    <dc:creator>dbenz_test</dc:creator>
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	      <div class="bmtitle">

  <a href="http://www.bibsonomy.org/bibtex/24e7d6d8eb42f8708f904208253fd3277/dbenz_test">Empirical Analysis of Predictive Algorithms for Collaborative Filtering.</a>
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<div class="bmdesc">
  <span style="color:#555555;"> 
    John S. <a href="http://www.bibsonomy.org/author/Breese">Breese</a>         	     	 
        	  and David <a href="http://www.bibsonomy.org/author/Heckerman">Heckerman</a>         	     	 
        	  and Carl Myers <a href="http://www.bibsonomy.org/author/Kadie">Kadie</a>         	     	 
        	 </span> 
  <em>Proceedings of the 14$^th$ Conference on Uncertainty in Artificial Intelligence</em>
    43-52
  (1998)
</div>
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          by <a href="http://www.bibsonomy.org/user/dbenz_test">dbenz_test</a> 
        
        
        on 2008-02-19 09:25:51 </span></div>
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    <title>Recommendation as a Stochastic Sequential Decision Problem</title>
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    <dc:creator>ocelma</dc:creator>
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    R. I. <a href="http://www.bibsonomy.org/author/Brafman">Brafman</a>         	     	 
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        	 </span> 
  <em></em>
    
  (2002)
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        <a href="http://www.bibsonomy.org/user/ocelma/imported">imported</a>
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          by <a href="http://www.bibsonomy.org/user/ocelma">ocelma</a> 
        
        
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