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ISCI
2008
71views more  ISCI 2008»
9 years 7 months ago
An information granulation based data mining approach for classifying imbalanced data
Mu-Chen Chen, Long-Sheng Chen, Chun-Chin Hsu, Wei-...
ISCI
2008
165views more  ISCI 2008»
9 years 7 months ago
Support vector regression from simulation data and few experimental samples
This paper considers nonlinear modeling based on a limited amount of experimental data and a simulator built from prior knowledge. The problem of how to best incorporate the data ...
Gérard Bloch, Fabien Lauer, Guillaume Colin...
ISCI
2008
71views more  ISCI 2008»
9 years 7 months ago
GAKREM: A novel hybrid clustering algorithm
Cao D. Nguyen, Krzysztof J. Cios
ISCI
2008
64views more  ISCI 2008»
9 years 7 months ago
A study of the length effect of fiber delay line based on CSMA/CP optical packet switching
Jih-Hsin Ho, Wen-Ping Chen, Wen-Shyang Hwang, Ce-K...
ISCI
2008
137views more  ISCI 2008»
9 years 7 months ago
Stochastic dominance-based rough set model for ordinal classification
In order to discover interesting patterns and dependencies in data, an approach based on rough set theory can be used. In particular, Dominance-based Rough Set Approach (DRSA) has...
Wojciech Kotlowski, Krzysztof Dembczynski, Salvato...
ISCI
2008
83views more  ISCI 2008»
9 years 7 months ago
Output schemas of XSLT stylesheets and their applications
The capabilities of XSLT processing are widely used to transform XML documents into target XML documents. These target XML documents conform to output schemas of the used XSLT styl...
Sven Groppe, Jinghua Groppe
ISCI
2008
83views more  ISCI 2008»
9 years 7 months ago
A diversity maintaining population-based incremental learning algorithm
In this paper we propose a new probability update rule and sampling procedure for population-based incremental learning. These proposed methods are based on the concept of opposit...
Mario Ventresca, Hamid R. Tizhoosh
ISCI
2008
65views more  ISCI 2008»
9 years 7 months ago
Interpretability constraints for fuzzy information granulation
Corrado Mencar, Anna Maria Fanelli
ISCI
2008
181views more  ISCI 2008»
9 years 7 months ago
Attribute reduction in decision-theoretic rough set models
Rough set theory can be applied to rule induction. There are two different types of classification rules, positive and boundary rules, leading to different decisions and consequen...
Yiyu Yao, Yan Zhao
ISCI
2008
137views more  ISCI 2008»
9 years 7 months ago
Inference of differential equation models by genetic programming
This paper describes an evolutionary method for identifying a causal model from the observed time series data. We use a system of ordinary differential equations (ODEs) as the cau...
Hitoshi Iba
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