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» Science: the rules of the game
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DSS
2006
129views more  DSS 2006»
14 years 10 months ago
A new approach to classification based on association rule mining
Classification is one of the key issues in the fields of decision sciences and knowledge discovery. This paper presents a new approach for constructing a classifier, based on an e...
Guoqing Chen, Hongyan Liu, Lan Yu, Qiang Wei, Xing...
ENTCS
2006
121views more  ENTCS 2006»
14 years 10 months ago
A Hierarchy of SOS Rule Formats
nary abstract) Jan Friso Groote 1 MohammadReza Mousavi 2 Michel A. Reniers 3 Department of Computer Science, Eindhoven University of Technology (TU/e), P.O. Box 513, NL-5600 MB Ein...
Jan Friso Groote, Mohammad Reza Mousavi, Michel A....
ATAL
2008
Springer
14 years 12 months ago
Automated design of scoring rules by learning from examples
Scoring rules are a broad and concisely-representable class of voting rules which includes, for example, Plurality and Borda. Our main result asserts that the class of scoring rul...
Ariel D. Procaccia, Aviv Zohar, Jeffrey S. Rosensc...
SDM
2009
SIAM
154views Data Mining» more  SDM 2009»
15 years 7 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
SDM
2009
SIAM
112views Data Mining» more  SDM 2009»
15 years 7 months ago
A Re-evaluation of the Over-Searching Phenomenon in Inductive Rule Learning.
Most commonly used inductive rule learning algorithms employ a hill-climbing search, whereas local pattern discovery algorithms employ exhaustive search. In this paper, we evaluat...
Frederik Janssen, Johannes Fürnkranz