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Abstract: Databases sometimes have keys besides those pre-planned by the database designers. These are easy to discover given functional dependencies in the data. These superfluous keys are convenient if a user wishes to add data to a projection of the database. A key can be chosen that minimizes the attributes the user must edit. In a list format view, enough attribute columns are added to those specified by the user to ensure that a key is present. In a form view, enough extra text boxes are added. In... (Update)
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...8 m. 53 s. Bell Brockh. B.C. 699 11 4 4 m. 19 s. Table 1: Comparison of the Experimental Results from [Savnik and Flach, 1993] and [Schlimmer, 1993] with the algorithm FUNCTIONAL DEPENDENCIES. 4 Evaluation and Conclusions We compared our algorithm with two approaches: Savnik and...
.... in order to discover functional dependencies, there are similar s by Mannila and Raiha [Mannila and Raiha, 1991] Schlimmer [Schlimmer, 1993], Savnik and Flach [Savnik and Flach, 1993] and Dehaspe et al. Dehaspe et al. 1994] Mannila and Raiha have investigated the...
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BibTeX entry: (Update)
J. Schlimmer. Using learned dependencies to automatically construct sufficient and sensible editing views. In Knowledge Discovery in Databases, Papers from the 1993 AAAI Workshop (KDD'93), pages 186 -- 196, Washington, D.C., 1993. http://citeseer.ist.psu.edu/schlimmer93using.html More
@misc{ schlimmer93using,
author = "J. Schlimmer",
title = "Using learned dependencies to automatically construct sufficient and sensible
editing views",
text = "J. Schlimmer. Using learned dependencies to automatically construct sufficient
and sensible editing views. In Knowledge Discovery in Databases, Papers
from the 1993 AAAI Workshop (KDD'93), pages 186 -- 196, Washington, D.C.,
1993.",
year = "1993",
url = "citeseer.ist.psu.edu/schlimmer93using.html" }
Citations (may not include all citations):125 Learning with many irrelevant features - Almuallim, Dietterich - 1991
46 Cancer diagnosis via linear programming (context) - Mangasarian, Wolberg - 1990
42 Efficiently inducing determinations: A complete and systemat.. - Schlimmer - 1993
31 A logical approach to reasoning by analogy (context) - Davies, Russell - 1987
24 and representation of data dependencies in databases (context) - Ziarko - 1992
23 Discovering functional and inclusion dependencies in relatio.. (context) - Kantola, Mannila et al. - 1992
20 Dependency inference (context) - Mannila, Raiha - 1987
16 Discovering regularities from knowledge bases - Shen - 1992
6 Preliminary steps toward the automation of induction (context) - Russell - 1986
The graph only includes citing articles where the year of publication is known.
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