http:^^www.cs.wisc.edu^~shavlik^shavlik.html

This data set contains WWW-pages collected from computer science departments of various universities

<P> 

 <UL>

  <LI> Maclin, R. &amp; Shavlik, J. W. (1996).
       <!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/maclin.mlj96.ps">
       Creating advice-taking reinforcement learners.</A>
       <EM>Machine Learning</EM>, 22:1-3, 251-281.<P>

  <LI> Craven, M. W. &amp; Shavlik, J. W. (1996).
       <!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/craven.nips96.ps">
       Extracting tree-structured representations of trained networks.</A>
       <EM>Proceedings of the Conference on Neural Information Processing Systems</EM> (NIPS8).<P>

  <LI> Opitz, D. W. &amp; Shavlik, J. W. (1996).
       <!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/opitz.nips96.ps">
       Generating accurate and diverse members of a neural-network ensemble.</A>
       <EM>Proceedings of the Conference on Neural Information Processing Systems</EM> (NIPS8).<P>

  <LI> Cherkauer, K. J. &amp; Shavlik, J. W. (1996).
       <!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/cherkauer.nips96.ps">
       Rapid quality estimation of neural network input representations.</A>
       <EM>Proceedings of the Conference on Neural Information Processing Systems</EM> (NIPS8).<P>

  <LI> Opitz, D. W. &amp; Shavlik, J. W. (1995).
       <!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/opitz.kbs95.ps">
       Dynamically adding symbolically meaningful nodes to knowledge-based neural networks.</A>
       <EM>Knowledge-Based Systems</EM>, 8:6, 301-311.<P>

  <LI> Towell, G. G. &amp; Shavlik, J. W. (1994).
       <!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><!WA25><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/towell.aij94.ps">
       Knowledge-based artificial neural networks.</A>
       <EM>Artificial Intelligence</EM>, 70:1-2, 119-165.<P>

  <LI> Shavlik, J. W. (1994). 
       <!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/shavlik.tr92.ps">
       Combining symbolic and neural learning.</A>
       <EM>Machine Learning</EM>, 14:3, 321-331.<P>

  <LI> Towell, G. G. &amp; Shavlik, J. W. (1993).
       <!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/towell.mlj93.ps">
       The extraction of refined rules from knowledge-based neural networks.</A>
       <EM>Machine Learning</EM>, 13:1, 71-101.<P>

  <LI> Maclin, R. &amp; Shavlik, J. W. (1993).
       <!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/maclin.mlj93.ps">
       Using knowledge-based neural networks to improve algorithms: 
       Refining the Chou-Fasman algorithm for protein folding.</A>
       <EM>Machine Learning</EM>, 11:2/3, 195-215.<P>

  <LI> Scott. G. M., Shavlik, J. W., &amp; Ray, H. (1992).
       Refining PID controllers using neural networks.
       <EM>Neural Computation</EM>, 4:5, 736-747.
       (A <!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/scott.nips4.ps">
       NIPS4 version</A> is on line.)<P>

  <LI> Shavlik, J. W., Towell, G. G., &amp; Noordewier, M. O. (1992).
       Using neural networks to refine biological knowledge.
       <EM>International Journal of Genome Research</EM>, 1:1, 81-107.<P>

  <LI> Shavlik, J. W., Mooney, R. J., &amp; Towell, G. G. (1991).
       An experimental comparison of symbolic and connectionist learning algorithms.
       <EM>Machine Learning</EM>, 6:2, 111-143.
       (A <!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/old-TRs/tr955.ps">
       version is on-line</A>, but several figures are missing.)<P>

  <LI> Shavlik, J. W. &amp; Dietterich, T. D., eds., (1990).
       <EM>Readings in Machine Learning</EM>, Morgan Kaufmann, San Mateo, CA.<P>

 </UL>

<A NAME="courses">
<H2> Courses Recently Taught </H2>
</A>
 <UL>
  <LI> <!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><A HREF="http://www.cs.wisc.edu/~shavlik/cs540.html"> 
        CS 540 - Introduction to Artificial Intelligence</A> (Fall 1995)
  <LI> <!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><A HREF="http://www.cs.wisc.edu/~shavlik/cs838.html"> 
        CS 838 - Machine Learning and Information Retrieval</A> (Fall 1995)
  <LI> <!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><A HREF="http://www.cs.wisc.edu/~shavlik/cs760.html"> 
        CS 760 - Machine Learning</A> (Spring 1996)
 </UL>

<A NAME="links">
<H2> Some Interesting Links </H2>
</A>
 <UL>
  <LI> <!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><A HREF="http://www.cs.wisc.edu/"> 
        U-Wisc CS Dept</A>
  <LI> <!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><A HREF="http://www.cs.wisc.edu/~shavlik/uwai.html"> 
        U-Wisc AI Group</A>
  <LI> <!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><A HREF="http://www.cs.wisc.edu/~shavlik/uwml.html"> 
        U-Wisc Machine Learning Group</A> (my group)
  <LI> <!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><A HREF="http://www.cs.wisc.edu/~shavlik/uwcompbio.html"> 
        U-Wisc Computational Biology Research</A> (includes some ML)
  <LI> <!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><A HREF="http://broca.neurosim.wisc.edu/pcn">
	U-Wisc Computational Neuroscience Research</A>
  <LI> <!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><A HREF="http://www.cs.wisc.edu/~shavlik/local-links.html"> 
	Various local links of interest</A>
  <LI> <!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><A HREF="http://www.cs.wisc.edu/~shavlik/ml95w1/">
        Procs: Workshop on <EM>Agents that Learn from Other Agents</EM></A>,
	held at the 1995 International Machine Learning Conference.
 </UL>

<HR>
<ADDRESS>
Last modified: Fri Jul  5 18:40:39 1996 by Jude Shavlik
</ADDRESS>
<ADDRESS>
  <!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><A HREF="mailto:[e-mail]">[e-mail]</A>
</ADDRESS>
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