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DSS
2008
81views more  DSS 2008»
13 years 11 months ago
Measuring interestingness of discovered skewed patterns in data cubes
Navin Kumar, Aryya Gangopadhyay, Sanjay Bapna, Geo...
KDD
1995
ACM
95views Data Mining» more  KDD 1995»
14 years 2 months ago
On Subjective Measures of Interestingness in Knowledge Discovery
One of the central problems in the field of knowledge discovery is the development of good measures of interestingness of discovered patterns. Such measures of interestingness are...
Abraham Silberschatz, Alexander Tuzhilin
PKDD
1999
Springer
106views Data Mining» more  PKDD 1999»
14 years 3 months ago
Heuristic Measures of Interestingness
When mining a large database, the number of patterns discovered can easily exceed the capabilities of a human user to identify interesting results. To address this problem, variou...
Robert J. Hilderman, Howard J. Hamilton
KDD
1997
ACM
131views Data Mining» more  KDD 1997»
14 years 3 months ago
Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach
An approach to defining actionability as a measure of interestingness of patterns is proposed. This approach is based on the concept of an action hierarchy which is defined as a t...
Gediminas Adomavicius, Alexander Tuzhilin
PAKDD
2009
ACM
170views Data Mining» more  PAKDD 2009»
14 years 8 months ago
Discovering Periodic-Frequent Patterns in Transactional Databases.
Since mining frequent patterns from transactional databases involves an exponential mining space and generates a huge number of patterns, efficient discovery of user-interest-based...
Byeong-Soo Jeong, Chowdhury Farhan Ahmed, Syed Kha...