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» Data Mining for Genetics: A Genetic Algorithm Approach
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ICIP
2008
IEEE
14 years 11 months ago
Learning structurally discriminant features in 3D faces
In this paper, we derive a data mining framework to analyze 3D features on human faces. The framework leverages kernel density estimators, genetic algorithm and an information com...
Sreenivas R. Sukumar, Hamparsum Bozdogan, David L....
BMCBI
2008
170views more  BMCBI 2008»
13 years 9 months ago
A genetic approach for building different alphabets for peptide and protein classification
Background: In this paper, it is proposed an optimization approach for producing reduced alphabets for peptide classification, using a Genetic Algorithm. The classification task i...
Loris Nanni, Alessandra Lumini
GECCO
2007
Springer
153views Optimization» more  GECCO 2007»
14 years 3 months ago
Parallel genetic algorithm: assessment of performance in multidimensional scaling
Visualization of multidimensional data by means of Multidimensional Scaling (MDS) is a popular technique of exploratory data analysis widely usable, e.g. in analysis of bio-medica...
Antanas Zilinskas, Julius Zilinskas
CEC
2007
IEEE
14 years 3 months ago
A Genetic approach to search for glider guns in cellular automata
— We aim to search for cellular automata candidate to an automatic system for the demonstration of collision-based universality and that can be able to simulate Turing machines i...
Emmanuel Sapin, Larry Bull, Andrew Adamatzky
CBMS
2005
IEEE
13 years 11 months ago
Prediction of Type II MODY3 Diabetes Using Backpercolation
In this study, a neural network based approach is used to predict the presence of Maturity Onset Diabetes type 3, referred as MODY3 Type II diabetes mellitus. The study has used b...
Nawaz Khan, Chukwuemeka A. Ikejiaku, Shahedur Rahm...