Dimension reduction using association rules for data mining appl

Details Dimension reduction using association rules for data mining appl Dimension reduction using association rules for data mining appl

1998-02-09

2000-10-17

Amsbury, Wayne

Data processing: database and file management or data structures

Database design

Data structure types

6 2, G06F 1730

Patent

active

061345555

ABSTRACT:
A method, apparatus, and article of manufacture for a computer-implemented random reliability engine for computer-implemented association rule reduction using association rules for data mining application. The data mining is performed by the computer to retrieve data from a data store stored on a data storage device coupled to the computer. The data store has records that have multiple attributes. Attribute value associations are determined between attributes and their values. Attribute associations are determined from the determined attribute value associations. Attributes are selected based on the determined attribute associations for performing data mining.

REFERENCES:
patent: 5615341 (1997-03-01), Agrawal et al.
patent: 5675819 (1997-10-01), Schuetze
patent: 5724573 (1998-03-01), Agrawal et al.
patent: 5819258 (1998-10-01), Vaithyanathan et al.
patent: 5857179 (1999-01-01), Vaithyanathan et al.
patent: 6026397 (2000-02-01), Sheppard
R. Agrawal, et al., "Fast Discovery of Association Rules", Advances in Knowledge Discovery and Data Mining, Chapter 12, pp. 307-328, 1995.
R. Agrawal, et al., "An Interval Classifier For Database Mining Applications", VLDB, pp. 560-573, Aug. 23-27, 1992.
J.H. Friedman, et al., "A Projection Pursuit Algorithm for Exploratory Data Analysis", IEEE Transactions on Computers, vol. C-23, No. 9, pp. 881-890, Sep. 1974.
M.C. Jones, et al., "What is Projection Pursuit?", J. R. Statis. Soc., Series A, vol. 150, Part 1, pp. 1-38, 1987.
M. Houtsma, et al., "Set-Oriented Mining For Association Rules In Relational Databases", Proceedings of the Eleventh International Conference on Data Engineering, pp. 25-33, Mar. 6-10, 1995.

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