http:^^www.cs.jhu.edu^~salzberg^

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Date: Wed, 20 Nov 1996 23:03:59 GMT
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<title> Steven Salzberg's home page </title>
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<h2> Steven Salzberg's home page </h2>
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<h4> My research interests include computational 
biology and machine learning. </h4>

<address>
Steven Salzberg, Associate Professor, Department of Computer Science, 
Johns Hopkins University, Baltimore, MD 21218. <br>
Phone: [phone] Fax: [phone] <br>
Email: <!WA2><a href="mailto:[e-mail]">[e-mail]</a><p>
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<h2> Selected papers </h2>

<ol> 
<li> <!WA3><a href = "http://www.cs.jhu.edu/~salzberg/veil.ps"> 
Finding Genes in Human DNA with a Hidden Markov Model</a> by
J. Henderson, S. Salzberg, and K. Fasman.  This describes the
VEIL system for finding genes.  Technical Report 1996-02, 
Department of Computer Science, Johns Hopkins University, January 1996.
Under submission; please contact me before referencing this paper.
<li> <!WA4><a href = "http://www.cs.jhu.edu/~salzberg/exons.ps.gz"> 
Locating Protein Coding Regions in Human DNA using a Decision Tree
Algorithm.</a>  <I>Journal of Computational Biology</I>,
2:3 (1995), 473-485. (590K, PostScript compressed with gzip)
(If you have trouble retrieving this paper, click 
<!WA5><a href="ftp://condor.cs.jhu.edu/pub/salzberg/exons.ps.gz">here</a>
to use ftp instead of http.)
<li> <!WA6><a href = "ftp://condor.cs.jhu.edu/pub/salzberg/starcr.ps.gz"> 
Decision Trees for Automated Identification of Cosmic Ray Hits in
Hubble Space Telescope Images</a> by S. Salzberg, R. Chandar, 
H. Ford, S. Murthy, and R. White. <I>Publications of the Astronomical
Society of the Pacific</I> 107, May 1995, 1-10. (460K, compressed
Postscript)
<li> <!WA7><a href = "http://www.cs.jhu.edu/~salzberg/critique.ps"> On Comparing Classifiers: A Critique of 
Current Research and Methods</a>  Technical Report JHU-95/06, Department of
Computer Science, Johns Hopkins University, May 1995.  Draft manuscript 
(139K, Postscript)
<li> <!WA8><a href = "ftp://condor.cs.jhu.edu/pub/salzberg/lookahead.ps">
Lookahead and Pathology in Decision Tree Induction.</a> by S.K. Murthy
and S. Salzberg. <I>Proceedings of IJCAI-95</I>, Montreal, pp. 1025--1031.
<li> <!WA9><a href = "http://www.cs.jhu.edu/~salzberg/jair94.ps"> A System for Induction of 
Oblique Decision Trees</a> by S.K. Murthy, S. Kasif, and S. Salzberg.
<I>Journal of Artificial Intelligence Research</I> 2:1 (1994), 1-32.
(475K, PostScript)
<li> <!WA10><a href = "http://www.cs.jhu.edu/~salzberg/ml94.ps"> Towards a Better Understanding of Memory-Based
and Bayesian Classifiers</a> by J. Rachlin, S. Kasif, S. Salzberg, and D. Aha.
 <I> Proc. 1994 Internatl. Conf. on Machine Learning</I>
(pp. 242--250).  New Brunswick, NJ, July 1994.
<li> <!WA11><a href = "http://www.cs.jhu.edu/~salzberg/bestcase.ps"> Best-Case Results for Nearest-Neighbor
Learning</a> by S. Salzberg, A. Delcher, D. Heath, and S. Kasif.
<I>IEEE Transactions
on Pattern Analysis and Machine Intelligence</I> 17:6, June 1995,
599-608.  (Earlier version, "Learning with a Helpful Teacher," appeared
in the <I>IJCAI-91</I> proceedings.)  (333K, PostScript)
<li> <!WA12><a href = "http://www.cs.jhu.edu/~salzberg/book-review.ps"> Book Review</a> of <I>C4.5: Programs for 
Machine Learning</I> (by J.R. Quinlan).  <I>Machine Learning</I> 16 (1994), 
235-240. (89K, PostScript)
<li> <!WA13><a href = "http://www.cs.jhu.edu/~salzberg/aaai.ps"> OC1: Randomized Induction of Oblique Decision 
Trees</a>  by S.K. Murthy, S. Kasif, S. Salzberg, and 
R. Beigel <I>Proc. of the Eleventh National Conf. on Artificial
Intelligence (AAAI-93)</I> (pp. 322--327), Washington, D.C., 1993.
(141K, Postscript)
<li> <!WA14><a href = "http://www.cs.jhu.edu/~salzberg/ijcai93.ps"> Learning Oblique Decision Trees</a> by
D. Heath, S. Kasif, and S. Salzberg.  Describes a simulated annealing
system for building decision trees.   <I>Proc. 13th
Internatl. Joint Conf. on Artificial Intelligence (IJCAI-93)</I>
(pp. 1002--1007). Chambery, France, 1993. (147K, PostScript)
<li> <!WA15><a href = "http://www.cs.jhu.edu/~salzberg/mlj93.dvi"> A Weighted Nearest Neighbor Algorithm for
Learning with Symbolic Features</a> by S. Cost and S. Salzberg. 
Machine Learning 10:1, 1993, 57--78. Some figures missing. (103K, DVI format)
<li> <!WA16><a href = "http://www.cs.jhu.edu/~salzberg/committees.ps"> Committees of Decision Trees</a>
by D. Heath, S. Kasif, and S. Salzberg.  In B. Gorayska and J. Mey (Eds.),
<I>Cognitive Technology: In Search of a Humane Interface</I>
(pp. 305--317).  Amsterdam:  Elsevier Science B.V., 1996. (191K, PostScript)
<li> <!WA17><a href = "http://www.cs.jhu.edu/~salzberg/limited-memory.ps"> Learning Nested Concept Classes with 
Limited Storage</a> by D. Heath, S. Kasif, R. Kosaraju, S. Salzberg, and
G. Sullivan. (Original, much shorter version appeared in the
<I>IJCAI-91</I> proceedings.  To appear (1996)
in <I>Journal of Experimental and Theoretical Artificial Intelligence</I>.
(228K, PostScript)
<li> <!WA18><a href = "http://www.cs.jhu.edu/~salzberg/mlj91.dvi"> A Nearest Hyperrectangle Learning Method</a> 
by S. Salzberg.  <I>Machine Learning</I>, vol. 6 (1991), 251-276.  Figures 
missing. (111K, DVI format)
<li> <!WA19><a href = "http://www.cs.jhu.edu/~salzberg/orthogonal.ps"> Testing Orthogonal Shapes</a> by
K. Romanik and S. Salzberg.  <I>Computational Geometry: Theory and 
Applications</I> 5 (1995), 33--49. (234K, PostScript)
<li> Sreerama K. Murthy (1995).
 <!WA20><a href="http://www.cs.jhu.edu/grad/murthy/thesis/latex2html/thesis.html"> 
 On Growing Better Decision Trees from Data</a>
 Ph.D. thesis, in HTML format, October 1995.
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<h2> Machine learning systems (including source code) </h2>
<ol> 
<li> <!WA21><a href = "http://www.cs.jhu.edu/~salzberg/announce-oc1.html"> 
     OC1 decision tree system </a>
<li> <!WA22><a href = "ftp://condor.cs.jhu.edu/pub/pebls"> 
     PEBLS memory-based reasoning system </a>
</ol>

<h2> Doors to Hopkins </h2>
<!WA23><a href="http://www.cs.jhu.edu/">
  JHU Computer Science Department </a><br>

<!WA24><a href="http://www.cs.jhu.edu/salzberg/cs439.html">
  CS 439 Computational Biology</a>, Fall 1996 course<br>

<!WA25><a href="http://www.cs.jhu.edu/salzberg/cs661.html">
  CS 661 Machine Learning</a>, Spring 1996 course<br>

<!WA26><a href="http://www.cs.jhu.edu/labs/compbio/home.html">
  Computational Biology at Hopkins </a><br>

<!WA27><a href="http://www.cs.jhu.edu/labs/ai/home.html">
  Artificial Intelligence at Hopkins </a><br>

<!WA28><a href="http://www.gdb.org/hopkins.html">
  JHU BioInformatics Web Server </a><br>

<!WA29><a href="http://www.jhu.edu/">
  Johns Hopkins University </a><br>

<!WA30><a href="http://stsci.edu/top.html">
  Space Telescope Science Institute </a><br>

<h2> Doors to Other Universities and Laboratories </h2>
<!WA31><a href="http://www-ls.lanl.gov/masterhgp.html">
  Center for Human Genome Studies at Los Alamos</a><br>
<!WA32><a href="http://www.cbil.upenn.edu/">
  Computational Biology and Informatics Laboratory, University of Pennsylvania</a>
<br>
<!WA33><a href="http://www.cs.cmu.edu/Web/FrontDoor.html">
  CMU School of Computer Science </a><br>

<!WA34><a href="http://www.lcs.mit.edu/">
  MIT Laboratory for Computer Science </a><br>
<!WA35><a href="http://www.cs.iastate.edu/~honavar/Courses/cs673/machine-learning-courses.html"> 
Machine learning course pages around the country </a><br>
<!WA36><a href="http://rigel.hbs.harvard.edu/">
  Harvard Business School Technology and Operations Management Group </a>
<br>
<!WA37><a href="http://forum.swarthmore.edu/~jay/learn-game/index.html">Machine
learning in games</a><br>
<h2> Weather Forecasts </h2>
<!WA38><a href="http://www.intellicast.com">Weather for anywhere in the U.S.
or the world</a>.  Great graphics plus nice weather news stories! <br>
<!WA39><a href="http://www.mit.edu:8001/usa.html">
  Local forecast for anywhere in the U.S.</a> <br>
<!WA40><a href="gopher://wx.atmos.uiuc.edu/00/States/Maryland/State%20Forecast%20%28Baltimore%29"> 
  State Forecast for Delaware, Maryland, and Eastern WV </a> <br>

<h2> Miscellaneous research resources </h2>
<P>
<!WA41><a href="http://www.cs.jhu.edu/~salzberg/install-guide-2.2.2.html/gs.html">
Linux Installation and Getting Started</A><br>

<h2> Electronic Libraries and Dictionaries</h2>
<!WA42><a href="http://info.cern.ch/hypertext/DataSources/bySubject/Overview.html">
  The WWW Virtual Library </a><br>

<!WA43><a href="http://lcweb.loc.gov/">
  Library of Congress </a><br>

<!WA44><a href="http://insti.physics.sunysb.edu/~mmartin/languages/german/german.html">
German Dictionary</a><br>

<!WA45><a href="http://insti.physics.sunysb.edu/~mmartin/languages/french/french.html">
French Dictionary</a><br>

<h2> Government Web Sites </h2>
<!WA46><a href="http://stis.nsf.gov"> National Science Foundation</a> (on-line forms
for grant submission) <br>
<!WA47><a href="http://www.nchgr.nih.gov">  National Center for Human Genome Research
at NIH</a> <br>

<h3> Personal </h3>

My wife 
<!WA48><a href="http://www.cs.jhu.edu/salzberg/claudia.html">Claudia Salzberg</a>
has a home page here <br>
My father
<!WA49><a href="http://blue.cla.sc.edu/psyc/salzberg.htm">Herman Salzberg</a>
has a home page here <br>
My brother
<!WA50><a href="http://compstat.wharton.upenn.edu:8001/~salzberg/homepage.html">
Alan Salzberg</a> has a home page here
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<h4> This page's net surfer log
says that you are visitor number 
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<h3>
Back to CS Department Home Page </h3>
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