Genetic algorithms as a strategy for feature selection

R Leardi, R Boggia, M Terrile - Journal of chemometrics, 1992 - Wiley Online Library
… solving the feature selection problem. The subsets of variables selected by genetic algorithms
are generally more efficient than those obtained by classical methods of feature selection, …

A genetic algorithm-based feature selection

OH Babatunde, L Armstrong, J Leng, D Diepeveen - 2014 - ro.ecu.edu.au
… application of Genetic Algorithm (GA) for feature selection. … ) features were extracted from
set of images found in the Flavia dataset (a publicly available dataset). The extracted features

Genetic algorithms for feature selection and weighting, a review and study

F Hussein, N Kharma, R Ward - Proceedings of sixth …, 2001 - ieeexplore.ieee.org
… , experimental results show that the GAselected set of features leads to a higher recognition
Genetic Algorithms in very large-scale feature selection (where the number of features is …

Hybrid genetic algorithms for feature selection

IS Oh, JS Lee, BR Moon - IEEE Transactions on pattern …, 2004 - ieeexplore.ieee.org
… a novel hybrid genetic algorithm for feature selection. Local … of feature selection algorithms,
the genetic algorithm (GA) is a … Furthermore, GA is naturally applicable to feature selection

Fast feature selection with genetic algorithms: a filter approach

PL Lanzi - Proceedings of 1997 IEEE International Conference …, 1997 - ieeexplore.ieee.org
… wrapper, feedback, feature selection model is directly related to … the feature selection issue,
based upon the genetic algorithm … to fitness evaluation for genetic feature selection, based on …

Genetic algorithms in feature selection

R Leardi - Genetic algorithms in molecular modeling, 1996 - Elsevier
Genetic algorithms (GAs) can be very easily applied to feature selection ; in this paper it will
… In a GA applied to feature selection, the structure of the chromosomes is very simple, since …

A survey of genetic feature selection in mining issues

MJ Martin-Bautista, MA Vila - Proceedings of the 1999 …, 1999 - ieeexplore.ieee.org
In this paper, we review the feature selection problem in mining issues. The application of
soft computing techniques to data mining and knowledge discovery is now emerging in order …

A note on genetic algorithms for large-scale feature selection

W Siedlecki, J Sklansky - Pattern recognition letters, 1989 - Elsevier
… We refer to a as a feature selection vector and ~ti is a feature selection variable. Thus the
search space for the … Based on these properties of the score function (3.3) we anticipated …

Feature selection for genetic sequence classification.

NA Chuzhanova, AJ Jones… - Bioinformatics (Oxford …, 1998 - academic.oup.com
… on the features chosen to represent the sequences. Results: In this paper, a feature selection
… If there is a continuous or smooth map from feature space to the classification target values, …

[PDF][PDF] Further Research on Feature Selection and Classification Using Genetic Algorithms.

WF Punch III, ED Goodman, M Pei, L Chia-Shun… - ICGA, 1993 - academia.edu
… approach that combines feature selection and data classi cation using Genetic Algorithms. …
searching for an optimal feature weighting, essentially warping the feature space to coalesce …