Robust proportional overlapping analysis for feature selection in binary classification within functional genomic experiments

sigFeature: Novel Significant Feature Selection Method for Classification of Gene Expression Data Using Support Vector Machine and t Statistic

(2020) Pijush Das et al.   Frontiers in Genetics

mRNA and microRNA selection for breast cancer molecular subtype stratification using meta-heuristic based algorithms

(2020) Habib MotieGhader et al.   GENOMICS

An efficient hybrid feature selection method to identify potential biomarkers in common chronic lung inflammatory diseases

(2020) Mazaher Maghsoudloo et al.   GENOMICS

i6mA-stack: A stacking ensemble-based computational prediction of DNA N6-methyladenine (6mA) sites in the Rosaceae genome

(2020) Jhabindra Khanal et al.   GENOMICS

Frequency based feature selection method using whale algorithm

(2019) Hossein Nematzadeh et al.   GENOMICS

Leukemia multiclass assessment and classification from Microarray and RNA-seq technologies integration at gene expression level

(2019) Daniel Castillo et al.   PLoS One

Ensemble of optimal trees, random forest and random projection ensemble classification

(2019) Zardad Khan et al.   Advances in Data Analysis and Classification

Gene selection for tumor classification using a novel bio-inspired multi-objective approach

(2018) M. Dashtban et al.   GENOMICS

Relief-Based Feature Selection: Introduction and Review

(2018) Ryan J. Urbanowicz et al.   JOURNAL OF BIOMEDICAL INFORMATICS

A two-stage sparse logistic regression for optimal gene selection in high-dimensional microarray data classification

(2018) Zakariya Yahya Algamal et al.   Advances in Data Analysis and Classification

Gene selection for microarray cancer classification using a new evolutionary method employing artificial intelligence concepts

(2017) M. Dashtban et al.   GENOMICS

A hybrid gene selection approach for microarray data classification using cellular learning automata and ant colony optimization

(2016) Fatemeh Vafaee Sharbaf et al.   GENOMICS

Ensemble of a subset of kNN classifiers

(2016) Asma Gul et al.   Advances in Data Analysis and Classification

A feature selection method for classification within functional genomics experiments based on the proportional overlapping score

(2014) Osama Mahmoud et al.   BMC BIOINFORMATICS

mRMRe: an R package for parallelized mRMR ensemble feature selection

(2013) Nicolas De Jay et al.   BIOINFORMATICS

Comparison of Feature Selection Methods for Cross-Laboratory Microarray Analysis

(2013) Hsi-Che Liu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Principal component analysis-based filtering improves detection for Affymetrix gene expression arrays

(2011) Jun Lu et al.   NUCLEIC ACIDS RESEARCH

A novel support vector sampling technique to improve classification accuracy and to identify key genes of leukaemia and prostate cancers

(2010) Austin H. Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Gene Expression Signatures Predictive of Early Response and Outcome in High-Risk Childhood Acute Lymphoblastic Leukemia: A Children's Oncology Group Study

(2008) Deepa Bhojwani et al.   JOURNAL OF CLINICAL ONCOLOGY