New QSAR Modelling Approach Based on Ranking Models by Genetic Algorithms - Variable Subset Selection (GA-VSS)

Variable Subset ◽

Modelling Approach

Total ranking models by the genetic algorithm variable subset selection (GA?VSS) approach for environmental priority settings

Analytical and Bioanalytical Chemistry ◽

10.1007/s00216-004-2762-3 ◽

2004 ◽

Vol 380 (3) ◽

pp. 430-444 ◽

Cited By ~ 11

Author(s):

M. Pavan ◽

A. Mauri ◽

R. Todeschini

Keyword(s):

Genetic Algorithm ◽

Subset Selection ◽

Ranking Models ◽

Variable subset selection for optimal regression prediction at a specified point

Journal of Applied Statistics ◽

10.1080/02664768600000027 ◽

1986 ◽

Vol 13 (2) ◽

pp. 187-198 ◽

Cited By ~ 2

Author(s):

Jacqueline S. Galpin ◽

Douglas M. Hawkins

Keyword(s):

Subset Selection ◽

Selection For ◽

Application of the modelling power approach to variable subset selection for GA-PLS QSAR models

Analytica Chimica Acta ◽

10.1016/j.aca.2008.01.013 ◽

2008 ◽

Vol 609 (2) ◽

pp. 169-174 ◽

Cited By ~ 18

Author(s):

Salvador Sagrado ◽

Mark T.D. Cronin

Keyword(s):

Subset Selection ◽

Qsar Models ◽

Selection For ◽

Modeling spatial variations in heart disease mortality: Implications of the variable subset selection process

Social Science & Medicine Part D Medical Geography ◽

10.1016/0160-8002(78)90031-x ◽

1978 ◽

Vol 12 (3-4) ◽

pp. 165-172 ◽

Cited By ~ 5

Author(s):

Vincent B. Robinson

Keyword(s):

Heart Disease ◽

Selection Process ◽

Subset Selection ◽

Spatial Variations ◽

Disease Mortality ◽

lmSubsets: Exact Variable-Subset Selection in Linear Regression for R

Journal of Statistical Software ◽

10.18637/jss.v093.i03 ◽

2020 ◽

Vol 93 (3) ◽

Author(s):

Marc Hofmann ◽

Cristian Gatu ◽

Erricos J. Kontoghiorghes ◽

Ana Colubi ◽

Achim Zeileis

Keyword(s):

Linear Regression ◽

Subset Selection ◽

Multi-objective variable subset selection using heterogeneous surrogate modeling and sequential design

2016 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec.2016.7743984 ◽

2016 ◽

Author(s):

Joachim van der Herten ◽

Ivo Couckuyt ◽

Dirk Deschrijver ◽

Tom Dhaene

Keyword(s):

Subset Selection ◽

Surrogate Modeling ◽

Sequential Design ◽

Multi Objective ◽

Objective Variable ◽

The projection score - an evaluation criterion for variable subset selection in PCA visualization

BMC Bioinformatics ◽

10.1186/1471-2105-12-307 ◽

2011 ◽

Vol 12 (1) ◽

Cited By ~ 15

Author(s):

Magnus Fontes ◽

Charlotte Soneson

Keyword(s):

Subset Selection ◽

Evaluation Criterion ◽

Variable Subset ◽

Projection Score

Variable Subset Selection

Encyclopedia of Machine Learning ◽

10.1007/978-0-387-30164-8_872 ◽

2011 ◽

pp. 1021-1021

Author(s):

Michail G. Lagoudakis ◽

Thomas Zeugmann ◽

Claude Sammut

Keyword(s):

Subset Selection ◽

Variable Subset Selection

Encyclopedia of Systems Biology ◽

10.1007/978-1-4419-9863-7_101618 ◽

2013 ◽

pp. 2339-2339

Keyword(s):

Subset Selection ◽

Variable Subset Selection for Credit Scoring with Support Vector Machines

Operations Research Proceedings - Operations Research Proceedings 2005 ◽

10.1007/3-540-32539-5_40 ◽

2006 ◽

pp. 251-256 ◽

Cited By ~ 2

Author(s):

Ralf Stecking ◽

Klaus B. Schebesch

Keyword(s):

Support Vector Machines ◽

Credit Scoring ◽

Subset Selection ◽

Support Vector ◽

Vector Machines ◽

Selection For ◽