ISCI
2008
13 years 4 months ago
2008
ISCI
2008
13 years 4 months ago
2008
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 ...
ISCI
2008
13 years 4 months ago
2008
ISCI
2008
13 years 4 months ago
2008
ISCI
2008
13 years 4 months ago
2008
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...
ISCI
2008
13 years 4 months ago
2008
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...
ISCI
2008
13 years 4 months ago
2008
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...
ISCI
2008
13 years 4 months ago
2008
ISCI
2008
13 years 4 months ago
2008
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...
ISCI
2008
13 years 4 months ago
2008
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...