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» Interestingness measures for data mining: A survey
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CSUR
2006
53views more  CSUR 2006»
13 years 5 months ago
Interestingness measures for data mining: A survey
Liqiang Geng, Howard J. Hamilton
PKDD
2005
Springer
94views Data Mining» more  PKDD 2005»
13 years 10 months ago
Evaluating the Correlation Between Objective Rule Interestingness Measures and Real Human Interest
In the last few years, the data mining community has proposed a number of objective rule interestingness measures to select the most interesting rules, out of a large set of discov...
Deborah R. Carvalho, Alex Alves Freitas, Nelson F....
KDD
1995
ACM
95views Data Mining» more  KDD 1995»
13 years 8 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
SAC
2010
ACM
12 years 12 months ago
A study on interestingness measures for associative classifiers
Associative classification is a rule-based approach to classify data relying on association rule mining by discovering associations between a set of features and a class label. Su...
Mojdeh Jalali Heravi, Osmar R. Zaïane
KDD
2002
ACM
106views Data Mining» more  KDD 2002»
14 years 5 months ago
Selecting the right interestingness measure for association patterns
Many techniques for association rule mining and feature selection require a suitable metric to capture the dependencies among variables in a data set. For example, metrics such as...
Pang-Ning Tan, Vipin Kumar, Jaideep Srivastava