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Date: Tue, 05 Nov 1996 00:40:48 GMTServer: NCSA/1.5Content-type: text/htmlLast-modified: Thu, 19 Sep 1996 17:25:10 GMTContent-length: 25336<HTML><HEAD><TITLE> Publications of the UW ML Research Group </TITLE></HEAD><!WA0><!WA0><!WA0><!WA0><!WA0><!WA0><!WA0><!WA0><!WA0><A HREF="http://www.cs.wisc.edu/~shavlik/uwml.html"> <!WA1><!WA1><!WA1><!WA1><!WA1><!WA1><!WA1><!WA1><!WA1><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/mlrg-logo.gif"> </A><P>This page contains relevant information about publications by the members of the <!WA2><!WA2><!WA2><!WA2><!WA2><!WA2><!WA2><!WA2><!WA2><A HREF="http://www.cs.wisc.edu/~shavlik/uwml.html">Machine Learning Research Group</A> (MLRG) at the University of Wisconsin - Madison.<P><HR><DD> <!WA3><!WA3><!WA3><!WA3><!WA3><!WA3><!WA3><!WA3><!WA3><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/redball.gif"> <!WA4><!WA4><!WA4><!WA4><!WA4><!WA4><!WA4><!WA4><!WA4><A HREF="#article"> Journal Articles </A><DD> <!WA5><!WA5><!WA5><!WA5><!WA5><!WA5><!WA5><!WA5><!WA5><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/redball.gif"> <!WA6><!WA6><!WA6><!WA6><!WA6><!WA6><!WA6><!WA6><!WA6><A HREF="#inproceedings"> Conference Papers </A><DD> <!WA7><!WA7><!WA7><!WA7><!WA7><!WA7><!WA7><!WA7><!WA7><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/redball.gif"> <!WA8><!WA8><!WA8><!WA8><!WA8><!WA8><!WA8><!WA8><!WA8><A HREF="#incollection"> Book Chapters </A><DD> <!WA9><!WA9><!WA9><!WA9><!WA9><!WA9><!WA9><!WA9><!WA9><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/redball.gif"> <!WA10><!WA10><!WA10><!WA10><!WA10><!WA10><!WA10><!WA10><!WA10><A HREF="#inworkshop"> Workshop Papers </A><DD> <!WA11><!WA11><!WA11><!WA11><!WA11><!WA11><!WA11><!WA11><!WA11><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/redball.gif"> <!WA12><!WA12><!WA12><!WA12><!WA12><!WA12><!WA12><!WA12><!WA12><A HREF="#techreport"> Tech Reports </A><DD> <!WA13><!WA13><!WA13><!WA13><!WA13><!WA13><!WA13><!WA13><!WA13><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/redball.gif"> <!WA14><!WA14><!WA14><!WA14><!WA14><!WA14><!WA14><!WA14><!WA14><A HREF="#phdthesis"> PhD Theses </A><P><!WA15><!WA15><!WA15><!WA15><!WA15><!WA15><!WA15><!WA15><!WA15><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/abstracts"> Bibtex file </A><P><HR><P><H2> <A NAME="article"> Journal Articles </A> </H2><P><UL><LI> <B> R. Maclin & J. W. Shavlik (1996). </B><!WA16><!WA16><!WA16><!WA16><!WA16><!WA16><!WA16><!WA16><!WA16><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA17><!WA17><!WA17><!WA17><!WA17><!WA17><!WA17><!WA17><!WA17><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/maclin.mlj96.ps"> Creating Advice-Taking Reinforcement Learners</A>. <CITE> Machine Learning</CITE>, 22, pp. 251-281.<BR><!WA18><!WA18><!WA18><!WA18><!WA18><!WA18><!WA18><!WA18><!WA18><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/maclin.mlj96.ps.abstract.html"> Abstract</A>.<P><LI> <B> D. W. Opitz & J. W. Shavlik (1995). </B><BR><!WA19><!WA19><!WA19><!WA19><!WA19><!WA19><!WA19><!WA19><!WA19><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>. <CITE> Knowledge-Based Systems</CITE>, 8, pp. 301-311.<BR><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><!WA20><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/opitz.kbs95.ps.abstract.html"> Abstract</A>.<P><LI> <B> K. J. Cherkauer (1995). </B><BR><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><!WA21><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/cherkauer.informatica95.ps"> Stuffing Mind into Computer: Knowledge and Learning for Intelligent Systems</A>. <CITE> Informatica</CITE>, 19, pp. 501-511.<BR><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><!WA22><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/cherkauer.informatica95.ps.abstract.html"> Abstract</A>.<P><LI> <B> J. W. Shavlik (1994). </B><BR><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><!WA23><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/shavlik.tr92.ps"> A Framework for Combining Symbolic and Neural Learning</A>. <CITE> Machine Learning</CITE>, 14, pp. 321-331.<BR>(The on-line file is an extended version of the journal article.)<BR><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><!WA24><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/shavlik.tr92.ps.abstract.html"> Abstract</A>.<P><LI> <B> G. G. Towell & J. W. Shavlik (1994). </B><BR><!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>. <CITE> Artificial Intelligence</CITE>, 70, pp. 119-165.<BR><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><!WA26><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/towell.aij94.ps.abstract.html"> Abstract</A>.<P><LI> <B> R. Maclin & J. W. Shavlik (1993). </B><BR><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><!WA27><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>. <CITE> Machine Learning</CITE>, 11, pp. 195-215.<BR><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><!WA28><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/maclin.mlj93.ps.abstract.html"> Abstract</A>.<P><LI> <B> G. G. Towell & J. W. Shavlik (1993). </B><BR><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><!WA29><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>. <CITE> Machine Learning</CITE>, 13, pp. 71-101.<BR><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><!WA30><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/towell.mlj93.ps.abstract.html"> Abstract</A>.<P><LI> <B> M. W. Craven & J. W. Shavlik (1993). </B><BR><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><!WA31><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/craven.mlrgwp93.ps"> Machine Learning Approaches to Gene Recognition</A>. <CITE> IEEE Expert</CITE>, 9.<BR>(The on-line file is a variant of the journal article.)<BR><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><!WA32><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/craven.mlrgwp93.ps.abstract.html"> Abstract</A>.<P><LI> <B> M. W. Craven & J. W. Shavlik (1992). </B><BR><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><!WA33><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/craven.ijait93.ps"> Visualizing Learning and Computation in Artificial Neural Networks</A>. <CITE> International Journal on Artificial Intelligence Tools</CITE>, 1, pp. 399-425.<BR><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><!WA34><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/craven.ijait93.ps.abstract.html"> Abstract</A>.<P></UL><HR><H2> <A NAME="inproceedings"> Conference Papers </A> </H2><P><UL><LI> <B> D. W. Opitz & J. W. Shavlik (1996). </B><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><!WA35><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><!WA36><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>. <CITE> Advances in Neural Information Processing Systems</CITE>, Denver, CO. MIT Press.<BR><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><!WA37><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/opitz.nips96.ps.abstract.html"> Abstract</A>.<P><LI> <B> K. J. Cherkauer & J. W. Shavlik (1996). </B><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><!WA38><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><!WA39><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/cherkauer.nips96.ps"> Rapid Quality Estimation of Neural Network Input Representations</A>. <CITE> Advances in Neural Information Processing Systems</CITE>, pp. 45-51, Denver, CO. MIT Press.<BR><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><!WA40><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/cherkauer.nips96.ps.abstract.html"> Abstract</A>.<P><LI> <B> M. W. Craven & J. W. Shavlik (1996). </B><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><!WA41><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA42><!WA42><!WA42><!WA42><!WA42><!WA42><!WA42><!WA42><!WA42><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/craven.nips96.ps"> Extracting Tree-Structured Representations of Trained Networks</A>. <CITE> Advances in Neural Information Processing Systems</CITE>, Denver, CO. MIT Press.<BR><!WA43><!WA43><!WA43><!WA43><!WA43><!WA43><!WA43><!WA43><!WA43><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/craven.nips96.ps.abstract.html"> Abstract</A>.<P><LI> <B> C.F. Allex, S.F. Baldwin, J.W. Shavlik, & F.R. Blattner (1996). </B><!WA44><!WA44><!WA44><!WA44><!WA44><!WA44><!WA44><!WA44><!WA44><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA45><!WA45><!WA45><!WA45><!WA45><!WA45><!WA45><!WA45><!WA45><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/allex.ismb96.ps"> Improving the Quality of Automatic DNA Sequence Assembly using Fluorescent Trace-Data Classifications</A>. <CITE> Proceedings, Fourth International Conference on Intelligent Systems for Molecular Biology</CITE>, pp. 3-14, St. Louis, MO. AAAI Press.<BR><!WA46><!WA46><!WA46><!WA46><!WA46><!WA46><!WA46><!WA46><!WA46><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/allex.ismb96.ps.abstract.html"> Abstract</A>.<P><LI> <B> K.J. Cherkauer & J.W. Shavlik (1996). </B><!WA47><!WA47><!WA47><!WA47><!WA47><!WA47><!WA47><!WA47><!WA47><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA48><!WA48><!WA48><!WA48><!WA48><!WA48><!WA48><!WA48><!WA48><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/cherkauer.kdd96.ps"> Growing Simpler Decision Trees to Facilitate Knowledge Discovery</A>. <CITE> Proceedings, Second International Conference on Knowledge Discovery and Data Mining</CITE>, pp. 315-318, Portland, OR. AAAI Press.<BR><!WA49><!WA49><!WA49><!WA49><!WA49><!WA49><!WA49><!WA49><!WA49><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/cherkauer.kdd96.ps.abstract.html"> Abstract</A>.<P><LI> <B> J. C. Jackson & M. W. Craven (1996). </B><!WA50><!WA50><!WA50><!WA50><!WA50><!WA50><!WA50><!WA50><!WA50><img alg="o" src="http://www.cs.wisc.edu/~shavlik/mlrg/new.gif"><BR><!WA51><!WA51><!WA51><!WA51><!WA51><!WA51><!WA51><!WA51><!WA51><A HREF="ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/jackson.nips96.ps"> Learning Sparse Perceptrons</A>. <CITE> Advances in Neural Information Processing Systems</CITE>, Denver, CO. MIT Press.<BR><!WA52><!WA52><!WA52><!WA52><!WA52><!WA52><!WA52><!WA52><!WA52><A HREF="http://www.cs.wisc.edu/~shavlik/abstracts/jackson.nips96.ps.abstract.html"> Abstract</A>.<P>⌨️ 快捷键说明
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