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<!DOCTYPE HTML PUBLIC "-//IETF//DTD HTML 3.0//EN"><HTML><HEAD><TITLE>Research</TITLE><BASE HREF="http://www.cs.columbia.edu/home/research/research.html"><LINK REV=MADE HREF="mailto:webmaster@cs.columbia.edu"></HEAD><!---------- COMMON HEADER ------------><BODY TEXT=000000 LINK=800000 VLINK=500050 ALINK=ff0000 BACKGROUND="../images/research-back.jpg"><!---------- HEADLINE & MENU ----------><CENTER> <!WA0><IMG WIDTH=400 HEIGHT=100 BORDER=0 ALT="Research " SRC="http://www.cs.columbia.edu/home/images/research-image.gif"><P> <!WA1><A HREF="#resgroup">Research Groups</A> | <!WA2><A HREF="#pub">Publications</A> | <!WA3><A HREF="#resinter">Faculty Research Interests</A> | <!WA4><A HREF="#related">Related Departments</A><P><P> <HR WIDTH=42%></CENTER><!---------- INFORMATION --------------><UL><P><A NAME=resgroup></A><LI><FONT SIZE=5>Research Groups</FONT><P><UL><LI><!WA5><A HREF="http://www.cs.columbia.edu/CAVE/">Columbia Automated Vision Environment</a><LI><!WA6><A HREF="http://www.cs.columbia.edu/graphics/">Computer Graphics and User Interfaces Laboratory</A> <LI><!WA7><A HREF="http://www.cs.columbia.edu/database/">Database Research Group</A><LI><!WA8><A HREF="http://www.cs.columbia.edu/diglib/">Digital Libraries</A><LI><!WA9><A HREF="http://www.cs.columbia.edu/dcc/">Distributed Computing and Communications Laboratory</A> <LI><!WA10><A HREF="http://www.cs.columbia.edu/~agw/ibc/">Information-Based Complexity</A><LI><!WA11><A HREF="http://www.cs.columbia.edu/~royr/kr/">Knowledge Representation and Reasoning Group</A><LI><!WA12><A HREF="http://www.mcl.cs.columbia.edu/">Mobile Computing Laboratory</A> <LI><!WA13><A HREF="http://www.cs.columbia.edu/~radev/nlp/">Natural Language Processing Group</A><LI><!WA14><A HREF="http://www.cs.columbia.edu/pdis_lab/">Parallel and Distributed Intelligent Systems Laboratory</A><LI><!WA15><A HREF="http://www.psl.cs.columbia.edu/">Programming Systems Laboratory</A><LI><!WA16><A HREF="http://www.cs.columbia.edu/robotics/">Robotics Laboratory</A></UL><P><A NAME=pub><LI><FONT SIZE=5>Publications</FONT><P><UL><LI><!WA17><A HREF="http://www.cs.columbia.edu/~library/">Technical Report Archive</A><LI>Faculty Research Guide (<!WA18><A HREF="http://www.cs.columbia.edu/info/research-guide/html/main.html">HTML</A>) (<!WA19><A HREF="http://www.cs.columbia.edu/info/research-guide/current/main.ps">PostScript 235K</A>)<LI><!WA20><A HREF="http://www.cs.columbia.edu/home/academics/bulletin.ps">SEAS Bulletin Pages</A> (PostScript 75K)</UL><P><A NAME=resinter></A><LI><FONT SIZE=5>Faculty Research Interests</FONT><P>Below you will find a list of areas in which Columbia is active in research,together with pointers into the <!WA21><A HREF="http://www.cs.columbia.edu/info/research-guide/html/main.html"> Faculty Research Guide.</A> If the informationin the guide is not sufficient for your purposes, please contact therevelant <!WA22><A HREF="http://www.cs.columbia.edu/home/people/people.html#faculty">faculty member(s)</A>.<P><UL><LI>Algorithms (combinatorial):<!WA23><A NAME=tex2html6 HREF="http://www.cs.columbia.edu/info/research-guide/html/node3.html#SECTION00030000000000000000"> Alfred V. Aho</A>; <!WA24><A NAME=tex2html11 HREF="http://www.cs.columbia.edu/info/research-guide/html/node16.html#SECTION00080000000000000000"> Zvi Galil</A>; <LI>Algorithms (numerical):<!WA25><A NAME=tex2html21 HREF="http://www.cs.columbia.edu/info/research-guide/html/node48.html#SECTION000180000000000000000"> Joseph F. Traub</A>; <!WA26><A NAME=tex2html23 HREF="http://www.cs.columbia.edu/info/research-guide/html/node61.html#SECTION000200000000000000000"> Henryk Wozniakowski</A>; <LI>Artificial Intelligence:<!WA27><A NAME=tex2html8 HREF="http://www.cs.columbia.edu/info/research-guide/html/node10.html#SECTION00050000000000000000"> Mukesh Dalal</A>; <!WA28><A NAME=tex2html15 HREF="http://www.cs.columbia.edu/info/research-guide/html/node27.html#SECTION000120000000000000000"> John R. Kender</A>; <LI>Asynchronous Circuits/Self Timed Systems:<!WA29><A NAME=tex2html18 HREF="http://www.cs.columbia.edu/info/research-guide/html/node37.html#SECTION000150000000000000000"> Steven Nowick</A>; <!WA30><A NAME=tex2html22 HREF="http://www.cs.columbia.edu/info/research-guide/html/node56.html#SECTION000190000000000000000"> Stephen H. Unger</A>; <LI>Collaboarative Work:<!WA31><A NAME=tex2html14 HREF="http://www.cs.columbia.edu/info/research-guide/html/node26.html#SECTION000110000000000000000"> Gail E. Kaiser</A>; <LI>Combinatorial Modelling:<!WA32><A NAME=tex2html13 HREF="http://www.cs.columbia.edu/info/research-guide/html/node21.html#SECTION000100000000000000000"> Jonathan L. Gross</A>; <LI>Complexity Theory:<!WA33><A NAME=tex2html11 HREF="http://www.cs.columbia.edu/info/research-guide/html/node16.html#SECTION00080000000000000000"> Zvi Galil</A>; <LI>Computer Aided Design of Logic Circuit:<!WA34><A NAME=tex2html18 HREF="http://www.cs.columbia.edu/info/research-guide/html/node37.html#SECTION000150000000000000000"> Steven Nowick</A>; <LI>Computer 3-D Modelling:<!WA35><A NAME=tex2html7 HREF="http://www.cs.columbia.edu/info/research-guide/html/node4.html#SECTION00040000000000000000"> Peter K. Allen</A>; <LI>Computer Vision:<!WA36><A NAME=tex2html7 HREF="http://www.cs.columbia.edu/info/research-guide/html/node4.html#SECTION00040000000000000000"> Peter K. Allen</A>; <!WA37><A NAME=tex2html15 HREF="http://www.cs.columbia.edu/info/research-guide/html/node27.html#SECTION000120000000000000000"> John R. Kender</A>; <!WA38><A NAME=tex2html17 HREF="http://www.cs.columbia.edu/info/research-guide/html/node36.html#SECTION000140000000000000000"> Shree K. Nayar</A>; <LI>Cryptography:<!WA39><A NAME=tex2html11 HREF="http://www.cs.columbia.edu/info/research-guide/html/node16.html#SECTION00080000000000000000"> Zvi Galil</A>; <LI>Databases:<!WA40><A NAME=tex2html6 HREF="http://www.cs.columbia.edu/info/research-guide/html/node3.html#SECTION00030000000000000000"> Alfred V. Aho</A>; <!WA41><A NAME=tex2html8 HREF="http://www.cs.columbia.edu/info/research-guide/html/node10.html#SECTION00050000000000000000"> Mukesh Dalal</A>; <!WA42><A NAME=tex2html19 HREF="http://www.cs.columbia.edu/info/research-guide/html/node38.html#SECTION000160000000000000000"> Kenneth A. Ross</A>; <!WA43><A NAME=tex2html14 HREF="http://www.cs.columbia.edu/info/research-guide/html/node26.html#SECTION000110000000000000000"> Gail E. Kaiser</A>; <!WA44><A NAME=tex2html20 HREF="http://www.cs.columbia.edu/~sal/"> Salvatore J. Stolfo</A>; <LI>Declarative Languages:<!WA45><A NAME=tex2html19 HREF="http://www.cs.columbia.edu/info/research-guide/html/node38.html#SECTION000160000000000000000"> Kenneth A. Ross</A>; <LI>Digital Libraries:<!WA46><A NAME=tex2html6 HREF="http://www.cs.columbia.edu/info/research-guide/html/node3.html#SECTION00030000000000000000"> Alfred V. Aho</A>; <!WA47><A NAME=tex2html10 HREF="http://www.cs.columbia.edu/info/research-guide/html/node12.html#SECTION00070000000000000000"> Steven K. Feiner</A>; <!WA48><A NAME=tex2html16 HREF="http://www.cs.columbia.edu/info/research-guide/html/node32.html#SECTION000130000000000000000"> Kathleen McKeown</A>; <LI>Distributed and Parallel Computing:<!WA49><A NAME=tex2html6 HREF="http://www.cs.columbia.edu/info/research-guide/html/node3.html#SECTION00030000000000000000"> Alfred V. Aho</A>; <!WA50><A NAME=tex2html9 HREF="http://www.cs.columbia.edu/info/research-guide/html/node11.html#SECTION00060000000000000000"> Daniel J. Duchamp</A>; <!WA51><A NAME=tex2html14 HREF="http://www.cs.columbia.edu/info/research-guide/html/node26.html#SECTION000110000000000000000"> Gail E. Kaiser</A>; <!WA52><A NAME=tex2html20 HREF="http://www.cs.columbia.edu/~sal/"> Salvatore J. Stolfo</A>; <!WA53><A NAME=tex2html21 HREF="http://www.cs.columbia.edu/info/research-guide/html/node48.html#SECTION000180000000000000000"> Joseph F. Traub</A>; <!WA54><A HREF="http://www.cs.columbia.edu/dcc/"> Yechiam Yemini</A>; <LI>Financial Computation:
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