Linear discriminant analysis for the small sample size problem: an overview

A Filter Based Feature Selection Algorithm Using Null Space of Covariance Matrix for DNA Microarray Gene Expression Data

(2012) Alok Sharma et al.   Current Bioinformatics

IMPROVED PSEUDOINVERSE LINEAR DISCRIMINANT ANALYSIS METHOD FOR DIMENSIONALITY REDUCTION

(2012) KULDIP K. PALIWAL et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

A two-stage linear discriminant analysis for face-recognition

(2012) Alok Sharma et al.   PATTERN RECOGNITION LETTERS

A BETWEEN-CLASS OVERLAPPING FILTER-BASED METHOD FOR TRANSCRIPTOME DATA ANALYSIS

(2012) ALOK SHARMA et al.   Journal of Bioinformatics and Computational Biology

A Top-r Feature Selection Algorithm for Microarray Gene Expression Data

(2011) S. Imoto et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

A new perspective to null linear discriminant analysis method and its fast implementation using random matrix multiplication with scatter matrices

(2011) Alok Sharma et al.   PATTERN RECOGNITION

Regularisation of eigenfeatures by extrapolation of scatter-matrix in face-recognition problem

(2010) A. Sharma et al.   ELECTRONICS LETTERS

Optimized Ranking and Selection Methods for Feature Selection with Application in Microarray Experiments

(2010) Xinping Cui et al.   Journal of Biopharmaceutical Statistics

Improved direct LDA and its application to DNA microarray gene expression data

(2010) Kuldip K. Paliwal et al.   PATTERN RECOGNITION LETTERS

A new and fast implementation for null space based linear discriminant analysis

(2009) Delin Chu et al.   PATTERN RECOGNITION

Cancer classification by gradient LDA technique using microarray gene expression data

(2008) Alok Sharma et al.   DATA & KNOWLEDGE ENGINEERING

Rotational Linear Discriminant Analysis Technique for Dimensionality Reduction

(2008) A. Sharma et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Eigenfeature Regularization and Extraction in Face Recognition

(2008) Xudong Jiang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE