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» Post-Analysis of Learned Rules
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97
Voted
GECCO
2006
Springer
165views Optimization» more  GECCO 2006»
15 years 5 months ago
Multiobjective genetic rule selection as a data mining postprocessing procedure
In this paper, we show the usefulness of multiobjective genetic rule selection as a postprocessing procedure in data mining for pattern classification problems. First we extract a...
Hisao Ishibuchi, Yusuke Nojima, Isao Kuwajima
ECML
1993
Springer
15 years 6 months ago
SIA: A Supervised Inductive Algorithm with Genetic Search for Learning Attributes based Concepts
This paper describes a genetic learning system called SIA, which learns attributes based rules from a set of preclassified examples. Examples may be described with a variable numbe...
Gilles Venturini
129
Voted
GECCO
2009
Springer
162views Optimization» more  GECCO 2009»
15 years 6 months ago
On the appropriateness of evolutionary rule learning algorithms for malware detection
In this paper, we evaluate the performance of ten well-known evolutionary and non-evolutionary rule learning algorithms. The comparative study is performed on a real-world classiï...
M. Zubair Shafiq, S. Momina Tabish, Muddassar Faro...
JDWM
2007
122views more  JDWM 2007»
15 years 1 months ago
A Hyper-Heuristic for Descriptive Rule Induction
Rule induction from examples is a machine learning technique that finds rules of the form condition → class, where condition and class are logic expressions of the form variable...
Tho Hoan Pham, Tu Bao Ho
ICML
2000
IEEE
16 years 2 months ago
Learning Declarative Control Rules for Constraint-BAsed Planning
Yi-Cheng Huang, Bart Selman, Henry A. Kautz