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Data mining and visualization techniques

Patent ·
OSTI ID:974568
 [1];  [1];  [1]
  1. Richland, WA
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Disclosed are association rule identification and visualization methods, systems, and apparatus. An association rule in data mining is an implication of the form X.fwdarw.Y where X is a set of antecedent items and Y is the consequent item. A unique visualization technique that provides multiple antecedent, consequent, confidence, and support information is disclosed to facilitate better presentation of large quantities of complex association rules.

Research Organization:
Pacific Northwest National Laboratory (PNNL), Richland, WA
Sponsoring Organization:
United States Department of Energy
DOE Contract Number:
AC06-76RL01830
Assignee:
Battelle Memorial Institute (Richland, WA)
Patent Number(s):
6,711,577
Application Number:
09/695,157
OSTI ID:
974568
Country of Publication:
United States
Language:
English

References (5)

Constraint-based rule mining in large, dense databases conference January 1999
Human—Computer Interaction with Global Information Spaces — Beyond Data Mining book January 2000
Visual data mining journal September 1999
Mining sequential patterns: Generalizations and performance improvements book January 1996
Finding interesting rules from large sets of discovered association rules
  • Klemettinen, Mika; Mannila, Heikki; Ronkainen, Pirjo
  • Proceedings of the third international conference on Information and knowledge management - CIKM '94 https://doi.org/10.1145/191246.191314
conference January 1994

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Related Subjects

97 MATHEMATICS AND COMPUTING