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» Model selection in genetic programming
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PR
2007
104views more  PR 2007»
13 years 8 months ago
Optimizing resources in model selection for support vector machine
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
Mathias M. Adankon, Mohamed Cheriet
BMCBI
2010
108views more  BMCBI 2010»
13 years 9 months ago
A genetic ensemble approach for gene-gene interaction identification
Background: It has now become clear that gene-gene interactions and gene-environment interactions are ubiquitous and fundamental mechanisms for the development of complex diseases...
Pengyi Yang, Joshua W. K. Ho, Albert Y. Zomaya, Bi...
SGAI
2009
Springer
14 years 3 months ago
From Source Code to Runtime Behaviour: Software Metrics Help to Select the Computer Architecture
The decision which hardware platform to use for a certain application is an important problem in computer architecture. This paper reports on a study where a data-mining approach i...
Frank Eichinger, David Kramer, Klemens Böhm, ...
GECCO
2007
Springer
180views Optimization» more  GECCO 2007»
14 years 3 months ago
Genetic optimization for yacht design
This paper introduces a procedure for using genetic multiobjective optimization in yacht design. The problem described consists on the optimization of a bulb shape to improve the ...
Paolo Geremia, Mauro Poian, Silvia Poles
ICONIP
2008
13 years 10 months ago
Intelligent Control of Heating, Ventilating and Air Conditioning Systems
In this paper, we propose the use of weighted linguistic fuzzy rules in combination with a rule selection process to develop accurate fuzzy logic controllers dedicated to the inte...
Patrick Low Tiong Kie, Lau Bee Theng