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93
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SDM
2009
SIAM
154views Data Mining» more  SDM 2009»
15 years 10 months ago
AMORI: A Metric-Based One Rule Inducer.
The requirements of real-world data mining problems vary extensively. It is plausible to assume that some of these requirements can be expressed as application-specific performan...
Niklas Lavesson, Paul Davidsson
107
Voted
ECMDAFA
2009
Springer
98views Hardware» more  ECMDAFA 2009»
15 years 7 months ago
A Language-Theoretic View on Guidelines and Consistency Rules of UML
Abstract. Guidelines and consistency rules of UML are used to control the degrees of freedom provided by the language to prevent faults. Guidelines are used in specific domains (e...
Zhe Chen, Gilles Motet
98
Voted
ISMIS
2005
Springer
15 years 6 months ago
Towards Ad-Hoc Rule Semantics for Gene Expression Data
The notion of rules is very popular and appears in different flavors, for example as association rules in data mining or as functional (or multivalued) dependencies in databases. ...
Marie Agier, Jean-Marc Petit, Einoshin Suzuki
ILP
2004
Springer
15 years 6 months ago
Improving Rule Evaluation Using Multitask Learning
Abstract. This paper introduces Deft, a new multitask learning approach for rule learning algorithms. Like other multitask learning systems, the one proposed here is able to improv...
Mark D. Reid
104
Voted
IDEAL
2003
Springer
15 years 5 months ago
Association Rule Mining Algorithms for Set-Valued Data
This paper presents an association rule mining system that is capable of handling set-valued attributes. Our previous research has exposed us to a variety of real-world biological ...
Christopher A. Shoemaker, Carolina Ruiz