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Predoctoral Trainee
My research focuses on integrating human expert feedback
into a learning system. This includes making data mining systems more
interactive as well as studying the underlying process that a learning
system is using and not just using it as a "black box."
Resume
Resume 2004 (.pdf
format, Download
Reader)
http://www.biostat.wisc.edu/~mwaddell/profile.html
Publications
M. Waddell, D. Page, F. Zhan, B. Barlogie and J. John Shaughnessy
(submitted). "Predicting Cancer Susceptibility from Single-Nucleotide
Polymorphism Data: A Case Study in Multiple Myeloma." Bioinformatics.
J. Hardin, M. Waddell, C. D. Page, F. Zhan, B. Barlogie, J Shaughnessy,
Jr. and J. Crowley (in press). "Evaluation of Multiple Models to
Distinguish Closely Related Forms of Disease Using DNA Microarray Data."
Statistical Applications in Genetics and Molecular Biology.
M. Molla, M. Waddell, D. Page and J. Shavlik (2004). "Using machine
learning to design and interpret gene-expression microarrays." AI
Magazine 1: 23-44.
I. d. C. Dutra, D. Page, V. S. Costa, J. W. Shavlik and M. Waddell (2003).
Toward automatic management of embarrassingly parallel applications. Lecture
Notes in Computer Science (Proceedings, 9th International Euro-Par Conference).
H. Kosch, L. Bszrmnyi and H. Hellwagner, Springer-Verlag. 2790: 509-516.
M. L. DeRider, S. J. Wilkens, M. J. Waddell, L. E. Bretscher, F. Weinhold,
R. T. Raines, and J. L. Markley, Collagen Stability: Insights from NMR
Spectroscopic and Hybrid Density Functional Computational Investigations
of the Effect of Electronegative Substituents on Prolyl Ring Conformations,
Journal of the American Chemical Society, 124(11): 2497-2505, Mar 2002.
D. Page, F. Zhan, J. Cussens, M. Waddell, J. Hardin, B. Barlogie, and
J. Shaughnessy, Jr., Comparative Data Mining for Microarrays: A Case Study
Based on Multiple Myeloma. Technical Report 1453, Computer Sciences Department,
University of Wisconsin, Nov 2002.
M. J. Waddell, C. D. Page, F., Zhan, B. Barlogie, J. Shaughnessy, Jr.,
J. Hardin, and J. Cussens, Comparative Data Mining for Microarrays: A
Case Study Based on Multiple Myeloma, International Conference on Intelligent
Systems for Molecular Biology, Poster Session 1, Edmonton, Alberta, August
4, 2002.
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