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» EIS data: findings from an evolutionary study
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SNPD
2010
13 years 9 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
13 years 9 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
13 years 9 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»
13 years 7 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
13 years 11 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