Database Mining References
Papers (taken from U. Fayyad)
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J. Way and E.A. Smith,
"The Evolution of Synthetic Aperture Radar Systems
and Their Progression to the EOS SAR," IEEE
Trans. Geoscience and Remote Sensing, Vol. 29, No. 6, 1991,
pp. 962-985.
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U. Fayyad, G. Piatetsky-Shapiro, and P. Smyth, "From Data Mining to
Knowledge Discovery: An Overview," in Advances in Knowledge
Discovery and Data Mining, U. Fayyad, G. Piatetsky-Shapiro,
P. Smyth, R. Uthurusamy, eds., MIT Press, Cambridge, Mass., 1996,
pp. 1-36.
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U. Fayyad, S.G. Djorgovski, and N. Weir, "Automating the Analysis and
Cataloging of Sky Surveys," in Advances in Knowledge Discovery and
Data Mining, U. Fayyad, G. Piatetsky-Shapiro, P. Smyth,
R. Uthurusamy, eds., MIT Press, 1996, pp. 471-494.
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J. Kettenring and D. Pregibon, eds., Proc. Committee on Applied
and Theoretical Statistics: Workshop on Massive Data Sets,
National Research Council, Washington, D.C., to be published in 1996.
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J. Elder and D. Pregibon, "A Statistical Perspective on Knowledge
Discovery in Databases," in Advances in Knowledge Discovery and
Data Mining, U. Fayyad, G. Piatetsky-Shapiro, P. Smyth,
R. Uthurusamy, eds., MIT Press, 1996, pp. 83-116.
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R.O. Duda and P.E. Hart, Pattern Classification and Scene
Analysis, John Wiley & Sons, New York, 1973.
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B.V. Dasarathy, Nearest Neighbor (NN) Norms: NN Pattern
Classification Techniques, IEEE Computer Society Press, Los
Alamitos, Calif., 1991.
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M. Kearns, Computational Learning Theory, MIT Press, 1994.
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C. Glymour et al., Discovering Causal Structure, Academic
Press, New York, 1987.
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P. Besnard and S. Hanks, eds., Proc. 11th Conf. on Uncertainty in
Artificial Intelligence (UAI-95), Morgan Kaufmann, San Francisco,
1995.
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D. Heckerman, "Bayesian Networks for Knowledge Discovery," in
Advances in Knowledge Discovery and Data Mining, 1996,
pp. 273-306.
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E.F. Codd,"Providing OLAP (On-line Analytical pProcessing) to
User-Analysts: An IT Mandate," E.F. Codd and Assoc., 1993.
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R. Agrawal et al., "Fast Discovery of Association Rules," in
Advances in Knowledge Discovery and Data Mining, 1996,
pp. 307-328.
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G. Piatetsky-Shapiro, "KDD vs. Privacy: A Minisymposium,"
IEEE Expert, Vol 10, No. 2, Apr., 1995, pp. 46-59.
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Knowledge Discovery and Data Mining
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Advances in Knowledge Discovery and Data Mining.
References - conferences and journals
Proceedings and collections
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U.M. Fayyad and R. Uthurusamy,
Proc. KDD-95: First International Conference on Knowledge
Discovery and Data Mining, AAAI Press, 1995.
- and the following KDD conferences
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U. Fayyad, G. Piatetsky-Shapiro, P. Smyth, R. Uthurusamy, eds.,
Advances in Knowledge Discovery and Data Mining, MIT Press,
1996.
Bibliographies
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