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Date: Wed, 20 Nov 1996 19:28:20 GMTServer: NCSA/1.5Content-type: text/htmlLast-modified: Thu, 14 Mar 1996 21:12:37 GMTContent-length: 3530<HTML> <HEAD><TITLE>UCLA Cognitive Systems Laboratory (Experimental) </TITLE></HEAD><BODY> <!----------------------- Introduction -----------------------><H1>UCLA Cognitive Systems Laboratory:</H1><DD> <em>Director</em>: <!WA0><A HREF="http://singapore.cs.ucla.edu/pearl.html">Judea Pearl<p></A><DD> <em>Research Associates</em>: Norman Dalkey, Avi Dechter, and Rina Dechter<p><DD> <em>Visiting Scholars</em>: Rachel Ben-Eliyahu, Adnan Darwiche, Hector Geffner,Dan Geiger, and Moises Goldszmidt<p><DD> <em>Graduate Students</em>:<UL><DD><LI> <!WA1><A HREF="http://singapore.cs.ucla.edu/balke.html">Balke, Alexander A.</A><DD><LI> Cao, Huy Thanh<DD><LI> <!WA2><A HREF="http://singapore.cs.ucla.edu/galles.html">Galles, David J.</A><DD><LI> <!WA3><A HREF="http://singapore.cs.ucla.edu/tan.html">Tan, Sek-Wah</A><DD><LI> Verma, Thomas<DD><LI> Yu, Stanley</UL><DD> <em>Administrative Assistant</em>: <!WA4><A HREF="http://www.cs.ucla.edu/csd/people/staff_pages/kaoru.html">Kaoru Mulvihill</A><p><!----------------------- Research Areas -----------------------><HR><H1> Research Areas:</H1><H2>EVIDENTIAL REASONING</H2>(N. Dalkey, H. Geffner, J. Pearl)<p>distributed interpretation of multi-source data in networks of partialbeliefs<p><H2>LEARNING</H2>(<!WA5><A HREF="http://singapore.cs.ucla.edu/balke.html">A. Balke</A>, R. Dechter, J. Pearl, <!WA6><A HREF="http://singapore.cs.ucla.edu/tan.html">S.-W. Tan</A>, T.Verma)<p>structuring and parameterizing links in belief networks to form a representation consistent with a stream of observations<p><H2>CONSTRAINT PROCESSING</H2>(R. Ben-Eliyahu, A. Dechter, R. Dechter, J. Pearl)<p>intelligent backtracking, learning while searching,restructuring constraint networks, truth maintenance systems,temporal reasoning<p><H2>GRAPHOIDS</H2>(D. Geiger, A. Paz, J. Pearl, T. Verma)<p>characterization of informational dependencies and their graphrepresentations<p><H2>DEFAULT REASONING</H2>(R. Ben-Eliyahu, H. Geffner, M. Goldszmidt, J. Pearl, <!WA7><AHREF="http://singapore.cs.ucla.edu/tan.html">S.-W. Tan</A>)<p>qualitative probabilistic reasoning; drawingplausible and defeasible conclusions fromincomplete information<p><!----------------------- Supporting Grants -----------------------><HR><H2>SUPPORTING GRANTS</H2><UL><LI> NSF: Probabilistic Networks for Automated Reasoning IRI-9200918<LI> ITT: Theoretical Foundations of Reasoning and Heuristics as Related to Causal Networks B-VRS DNS/ITT<LI> NORTHROP: Industrial gift to support the research of the Cognitive Systems Laboratory NORTHROP CORP - INDEF<LI> AIRFORCE: Dynamic Constraint-Networks Airforce Office of Scientific Research. AFOSR 90 0136<LI> NORTHROP: Distributed Diagnosis of Systems with Multiple Faults Northrop Corporation (Micro) 93-124<LI> ROCKWELL: Strategies for Reasoning in an Uncertain Environment Rockwell International (Micro) 93-124</UL><!----------------------- Publications -----------------------><HR><H1> Publications:</H1>A selected<!WA8><A HREF="http://singapore.cs.ucla.edu/biblio.html">bibliography</A>is availble.<p>Paper collections:<UL><LI> <!WA9><A HREF="http://singapore.cs.ucla.edu/csl_papers.html">StatisticalSeries</A></UL>REPORT REQUESTS are to be directed to:<p><address>Prof. Judea Pearl (judea@cs.ucla.edu)</br>UCLA Computer Science Department</br>6291 Boelter Hall</br>Los Angeles, California 90024-1596</br>(310) 825-3243</br></address><HR>Other lab pages can be found through <!WA10><AHREF="http://singapore.cs.ucla.edu/index.html">this link</A>.<p><address>Kaoru Mulvihill (kaoru@cs.ucla.edu)</br>UCLA Computer Science Department</br>6291 Boelter Hall</br>Los Angeles, California 90024-1596</br>(310) 825-3243</br></address><!-- @(#)$Id: index.html,v 0.1 1994/11/23 14:45 tan Exp tan $ --> </BODY></HTML>
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