<?xml version="1.0"?>

<!DOCTYPE owl [
  <!ENTITY rdf "http://www.w3.org/1999/02/22-rdf-syntax-ns#">
  <!ENTITY rdfs "http://www.w3.org/2000/01/rdf-schema#">
  <!ENTITY xsd "http://www.w3.org/2001/XMLSchema#">
  <!ENTITY owl "http://www.w3.org/2002/07/owl#">
  <!ENTITY cc "http://web.resource.org/cc/#">
  <!ENTITY project "http://ebiquity.umbc.edu/ontology/project.owl#">
  <!ENTITY person "http://ebiquity.umbc.edu/ontology/person.owl#">
  <!ENTITY pub "http://ebiquity.umbc.edu/ontology/publication.owl#">
  <!ENTITY assert "http://ebiquity.umbc.edu/ontology/assertion.owl#">]>

<!--
  This ontology document is licensed under the Creative Commons
  Attribution License. To view a copy of this license, visit
  http://creativecommons.org/licenses/by/2.0/ or send a letter to
  Creative Commons, 559 Nathan Abbott Way, Stanford, California
  94305, USA.
-->

<rdf:RDF 
  xmlns:rdf = "&rdf;"
  xmlns:rdfs = "&rdfs;"
  xmlns:xsd = "&xsd;"
  xmlns:owl = "&owl;"
  xmlns:cc = "&cc;"
  xmlns:project = "&project;"
  xmlns:person = "&person;"
  xmlns:pub = "&pub;"
  xmlns:assert = "&assert;">
  <pub:InProceedings rdf:about="http://ebiquity.umbc.edu/paper/html/id/421/An-Efficient-Method-for-Probabilistic-Knowledge-Integration">
    <rdfs:label><![CDATA[An Efficient Method for Probabilistic Knowledge Integration]]></rdfs:label>
    <pub:title><![CDATA[An Efficient Method for Probabilistic Knowledge Integration]]></pub:title>
    <pub:publishedOn rdf:datatype="&xsd;dateTime">2008-11-03T00:00:00-05:00</pub:publishedOn>
    <pub:abstract><![CDATA[This paper presents an efficient method, SMOOTH, for modifying a joint probability distribution to satisfy a set of inconsistent constraints. It extends the well-known “iterative proportional fitting procedure” (IPFP), which only works with consistent constraints. Comparing with existing methods, SMOOTH is computationally more efficient and insensitive to data. Moreover, SMOOTH can be easily integrated with Bayesian networks for Bayes reasoning with inconsistent constraints.]]></pub:abstract>
    <pub:counter>329</pub:counter>
    <pub:tag><![CDATA[uncertainty]]></pub:tag>
    <pub:tag><![CDATA[bayesian reasoning]]></pub:tag>
    <pub:tag><![CDATA[bayesian reasoning]]></pub:tag>
    <pub:tag><![CDATA[ipfp]]></pub:tag>
    <pub:booktitle><![CDATA[Proceedings of The 20th IEEE International Conference on Tools with Artificial Intelligence]]></pub:booktitle>
    <pub:publisher><![CDATA[IEEE Computer Society]]></pub:publisher>
    <pub:author>
       <rdf:List>
         <rdf:first><person:PhDStudent rdf:about="http://ebiquity.umbc.edu/person/html/Shenyong/Zhang/"><person:name><![CDATA[Shenyong  Zhang]]></person:name><rdfs:label><![CDATA[Shenyong  Zhang]]></rdfs:label></person:PhDStudent></rdf:first>
         <rdf:rest>
           <rdf:List>
             <rdf:first><person:PrincipalFaculty rdf:about="http://ebiquity.umbc.edu/person/html/Yun/Peng/"><person:name><![CDATA[Yun  Peng]]></person:name><rdfs:label><![CDATA[Yun  Peng]]></rdfs:label></person:PrincipalFaculty></rdf:first>
             <rdf:rest>
               <rdf:List>
                 <rdf:first><person:Collaborator rdf:about="http://ebiquity.umbc.edu/person/html/Xiaopu/Wang/"><person:name><![CDATA[Xiaopu  Wang]]></person:name><rdfs:label><![CDATA[Xiaopu  Wang]]></rdfs:label></person:Collaborator></rdf:first>
                 <rdf:rest rdf:resource="&rdf;nil" />
               </rdf:List>
             </rdf:rest>
           </rdf:List>
         </rdf:rest>
       </rdf:List>
    </pub:author>
    <pub:firstAuthor><person:PhDStudent rdf:about="http://ebiquity.umbc.edu/person/html/Shenyong/Zhang/"><person:name><![CDATA[Shenyong  Zhang]]></person:name><rdfs:label><![CDATA[Shenyong  Zhang]]></rdfs:label></person:PhDStudent></pub:firstAuthor>
    <pub:softCopy><pub:SoftCopy>
      <pub:softCopyFormat><![CDATA[PDF Document]]></pub:softCopyFormat>
      <pub:softCopyURI><![CDATA[http://ebiquity.umbc.edu/get/a/publication/425.pdf]]></pub:softCopyURI>
      <pub:softCopySize>177379</pub:softCopySize>
    </pub:SoftCopy></pub:softCopy>
  </pub:InProceedings>

  <rdf:Description rdf:about="">
    <cc:License rdf:resource="http://creativecommons.org/licenses/by/2.0/" />
  </rdf:Description>

</rdf:RDF>
