An adapted linear discriminant analysis with variable selection for the classification in high-dimension, and an application to medical data

High Dimension ◽

Medical Data ◽

Linear Discriminant ◽

Variable selection for Fisher linear discriminant analysis using the modified sequential backward selection algorithm for the microarray data

Applied Mathematics and Computation ◽

10.1016/j.amc.2014.03.141 ◽

2014 ◽

Vol 238 ◽

pp. 132-140 ◽

Cited By ~ 4

Author(s):

Hong-Yi Peng ◽

Chun-Fu Jiang ◽

Xiang Fang ◽

Jin-Shan Liu

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Microarray Data ◽

Selection Algorithm ◽

Fisher Linear Discriminant ◽

Linear Discriminant ◽

Fisher Linear Discriminant Analysis ◽

Comparison of two leading multivariate techniques in terms of variable selection for linear discriminant analysis

Journal of Statistics and Management Systems ◽

10.1080/09720510.2001.10701030 ◽

2001 ◽

Vol 4 (1) ◽

pp. 93-108 ◽

Cited By ~ 1

Author(s):

Brian Corbitt ◽

S. Gànesalingam

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Multivariate Techniques ◽

Linear Discriminant ◽

2013 IEEE International Workshop on Machine Learning for Signal Processing (MLSP) ◽

Supervised covariance selection for linear discriminant analysis

10.1109/mlsp.2013.6661942 ◽

2013 ◽

Cited By ~ 1

Author(s):

Hideitsu Hino ◽

Nima Reyhani

Keyword(s):

Discriminant Analysis ◽

Linear Discriminant ◽

Covariance Selection ◽

Risk Factors Selection for Predicting Thalassemia Patients using Linear Discriminant Analysis

2020 Prognostics and Health Management Conference (PHM-Besançon) ◽

10.1109/phm-besancon49106.2020.00008 ◽

2020 ◽

Author(s):

Faheem Akhtar ◽

Anum Shakeel ◽

Jianqiang Li ◽

Yan Pei ◽

Yanping Dang

Keyword(s):

Risk Factors ◽

Discriminant Analysis ◽

Linear Discriminant ◽

Medical Data Classifications Using Genetic Algorithm Based Generalized Kernel Linear Discriminant Analysis

Procedia Computer Science ◽

10.1016/j.procs.2015.07.498 ◽

2015 ◽

Vol 57 ◽

pp. 868-875 ◽

Cited By ~ 3

Author(s):

P. Hari Babu ◽

E.S. Gopi

Keyword(s):

Genetic Algorithm ◽

Discriminant Analysis ◽

Medical Data ◽

Linear Discriminant ◽

Generalized Kernel

Improving implementation of linear discriminant analysis for the high dimension/small sample size problem

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2007.02.001 ◽

2007 ◽

Vol 52 (1) ◽

pp. 423-437 ◽

Cited By ~ 23

Author(s):

Jurjen Duintjer Tebbens ◽

Pavel Schlesinger

Keyword(s):

Discriminant Analysis ◽

Sample Size ◽

High Dimension ◽

Small Sample Size ◽

Small Sample ◽

Small Sample Size Problem ◽

Linear Discriminant ◽

Size Problem

Optimal feature selection for sparse linear discriminant analysis and its applications in gene expression data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2013.04.003 ◽

2013 ◽

Vol 66 ◽

pp. 140-149 ◽

Cited By ~ 10

Author(s):

Cheng Wang ◽

Longbing Cao ◽

Baiqi Miao

Keyword(s):

Gene Expression ◽

Feature Selection ◽

Discriminant Analysis ◽

Gene Expression Data ◽

Expression Data ◽

Linear Discriminant ◽

Optimal Feature Selection ◽

Selection For ◽

Optimal Feature

Effect Size Estimation and Misclassification Rate Based Variable Selection in Linear Discriminant Analysis

Journal of Data Science ◽

10.6339/jds.2013.11(3).1185 ◽

2021 ◽

Vol 11 (3) ◽

pp. 537-558

Author(s):

Bernd Klaus

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Effect Size ◽

Misclassification Rate ◽

Size Estimation ◽

Linear Discriminant ◽

Effect Size Estimation

Application of sparse linear discriminant analysis for metabolomics data

Analytical Methods ◽

10.1039/c4ay01715c ◽

2014 ◽

Vol 6 (22) ◽

pp. 9037-9044 ◽

Cited By ~ 7

Author(s):

Meilan Ouyang ◽

Zhimin Zhang ◽

Chen Chen ◽

Xinbo Liu ◽

Yizeng Liang

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

New Method ◽

Metabolomics Data ◽

Linear Discriminant

A new method performs classification and variable selection simultaneously to analyze complicated metabolomics datasets.

A Non-Parametric Variable Selection Algorithm for Allocatory Linear Discriminant Analysis

Educational and Psychological Measurement ◽

10.1177/0013164490504012 ◽

1990 ◽

Vol 50 (4) ◽

pp. 837-841 ◽

Cited By ~ 2

Author(s):

Samuel L. Seaman ◽

Dean M. Young

Keyword(s):

Discriminant Analysis ◽

Variable Selection ◽

Selection Algorithm ◽

Linear Discriminant ◽

Non Parametric