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» EIS data: findings from an evolutionary study
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SNPD
2010
15 years 1 months ago
Explaining Classification by Finding Response-Related Subgroups in Data
Abstract--A method for explaining results of a regressionbased classifier is proposed. The data is clustered using a metric extracted from the classifier. This way, clusters found ...
Elina Parviainen, Aki Vehtari
IMECS
2007
15 years 1 months ago
Pseudo-Reverse Approach in Genetic Evolution: An Empirical Study with Enzymes
— A pseudo-reverse approach is presented in this paper to analyze the evolutionary behaviour of enzymes. It employs the standard model of Nei and Gojobori [1] in a generalized fo...
Sukanya Manna, Cheng-Yuan Liou
BIOCOMP
2006
15 years 1 months ago
Reverse Engineering Approach in Molecular Evolution: Simulation and Case Study with Enzyme Proteins
- We developed a method of reverse engineering to compare the behaviour the enzyme proteins with the existing standard concepts. Our work is based on the strong assumption from the...
Sukanya Manna, Cheng-Yuan Liou
TEC
2008
146views more  TEC 2008»
14 years 11 months ago
An Evolutionary Algorithm Approach to Optimal Ensemble Classifiers for DNA Microarray Data Analysis
In general, the analysis of microarray data requires two steps: feature selection and classification. From a variety of feature selection methods and classifiers, it is difficult t...
Kyung-Joong Kim, Sung-Bae Cho
CEC
2007
IEEE
15 years 3 months ago
Evolving hypernetworks for pattern classification
Abstract-- Hypernetworks consist of a large number of hyperedges that represent higher-order features sampled from training patterns. Evolutionary algorithms have been used as a me...
Joo-Kyung Kim, Byoung-Tak Zhang